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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Homework 2\n",
+ "Julia Kaznowska \n",
+ "Warsaw University of Technology \n",
+ "Faculty of Mathematics and Information Science \n",
+ "WB XAI tabular"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Importing libraries"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "pd.options.mode.chained_assignment = None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Creating own model"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Handling missing values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = pd.read_csv('housing.csv')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "longitude 0\n",
+ "latitude 0\n",
+ "housing_median_age 0\n",
+ "total_rooms 0\n",
+ "total_bedrooms 207\n",
+ "population 0\n",
+ "households 0\n",
+ "median_income 0\n",
+ "median_house_value 0\n",
+ "ocean_proximity 0\n",
+ "dtype: int64"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data.isnull().sum()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Filling na"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "bedroom_mean = data['total_bedrooms'].mean()\n",
+ "data['total_bedrooms'].fillna(bedroom_mean, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Adding variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data[\"rooms_per_household\"] = data[\"total_rooms\"]/data[\"households\"]\n",
+ "data[\"bedrooms_per_room\"] = data[\"total_bedrooms\"]/data[\"total_rooms\"]\n",
+ "data[\"population_per_household\"]=data[\"population\"]/data[\"households\"]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Encoding categorical variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "X = data.drop(['median_house_value'], axis=1)\n",
+ "y = data.iloc[:,-5]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " longitude \n",
+ " latitude \n",
+ " housing_median_age \n",
+ " total_rooms \n",
+ " total_bedrooms \n",
+ " population \n",
+ " households \n",
+ " median_income \n",
+ " ocean_proximity \n",
+ " rooms_per_household \n",
+ " bedrooms_per_room \n",
+ " population_per_household \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 \n",
+ " -122.23 \n",
+ " 37.88 \n",
+ " 41.0 \n",
+ " 880.0 \n",
+ " 129.0 \n",
+ " 322.0 \n",
+ " 126.0 \n",
+ " 8.3252 \n",
+ " 3 \n",
+ " 6.984127 \n",
+ " 0.146591 \n",
+ " 2.555556 \n",
+ " \n",
+ " \n",
+ " 1 \n",
+ " -122.22 \n",
+ " 37.86 \n",
+ " 21.0 \n",
+ " 7099.0 \n",
+ " 1106.0 \n",
+ " 2401.0 \n",
+ " 1138.0 \n",
+ " 8.3014 \n",
+ " 3 \n",
+ " 6.238137 \n",
+ " 0.155797 \n",
+ " 2.109842 \n",
+ " \n",
+ " \n",
+ " 2 \n",
+ " -122.24 \n",
+ " 37.85 \n",
+ " 52.0 \n",
+ " 1467.0 \n",
+ " 190.0 \n",
+ " 496.0 \n",
+ " 177.0 \n",
+ " 7.2574 \n",
+ " 3 \n",
+ " 8.288136 \n",
+ " 0.129516 \n",
+ " 2.802260 \n",
+ " \n",
+ " \n",
+ " 3 \n",
+ " -122.25 \n",
+ " 37.85 \n",
+ " 52.0 \n",
+ " 1274.0 \n",
+ " 235.0 \n",
+ " 558.0 \n",
+ " 219.0 \n",
+ " 5.6431 \n",
+ " 3 \n",
+ " 5.817352 \n",
+ " 0.184458 \n",
+ " 2.547945 \n",
+ " \n",
+ " \n",
+ " 4 \n",
+ " -122.25 \n",
+ " 37.85 \n",
+ " 52.0 \n",
+ " 1627.0 \n",
+ " 280.0 \n",
+ " 565.0 \n",
+ " 259.0 \n",
+ " 3.8462 \n",
+ " 3 \n",
+ " 6.281853 \n",
+ " 0.172096 \n",
+ " 2.181467 \n",
+ " \n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " longitude latitude housing_median_age total_rooms total_bedrooms \\\n",
+ "0 -122.23 37.88 41.0 880.0 129.0 \n",
+ "1 -122.22 37.86 21.0 7099.0 1106.0 \n",
+ "2 -122.24 37.85 52.0 1467.0 190.0 \n",
+ "3 -122.25 37.85 52.0 1274.0 235.0 \n",
+ "4 -122.25 37.85 52.0 1627.0 280.0 \n",
+ "\n",
+ " population households median_income ocean_proximity \\\n",
+ "0 322.0 126.0 8.3252 3 \n",
+ "1 2401.0 1138.0 8.3014 3 \n",
+ "2 496.0 177.0 7.2574 3 \n",
+ "3 558.0 219.0 5.6431 3 \n",
+ "4 565.0 259.0 3.8462 3 \n",
+ "\n",
+ " rooms_per_household bedrooms_per_room population_per_household \n",
+ "0 6.984127 0.146591 2.555556 \n",
+ "1 6.238137 0.155797 2.109842 \n",
+ "2 8.288136 0.129516 2.802260 \n",
+ "3 5.817352 0.184458 2.547945 \n",
+ "4 6.281853 0.172096 2.181467 "
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from sklearn.preprocessing import LabelEncoder\n",
+ "\n",
+ "le = LabelEncoder()\n",
+ "X['ocean_proximity'] = le.fit_transform(X['ocean_proximity'])\n",
+ "X.head()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Splitting data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.model_selection import train_test_split\n",
+ "\n",
+ "X_train, X_test, y_train, y_test = train_test_split(X,y,test_size=0.2)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Standarising data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.preprocessing import StandardScaler\n",
+ "ss = StandardScaler()\n",
+ "column_names = X_train.columns\n",
+ "X_train = pd.DataFrame(ss.fit_transform(X_train), columns =column_names)\n",
+ "X_test = pd.DataFrame(ss.fit_transform(X_test), columns =column_names)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Model"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.ensemble import RandomForestRegressor\n",
+ "model = RandomForestRegressor(max_depth=10, n_estimators = 30)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "RandomForestRegressor(max_depth=10, n_estimators=30)"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "model.fit(X_train, y_train)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Checking performance"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[0.78825043 0.78866123 0.77700024 0.77299018 0.76414049]\n",
+ "0.7081731503326287\n"
+ ]
+ }
+ ],
+ "source": [
+ "from sklearn.model_selection import cross_val_score\n",
+ "from sklearn.metrics import r2_score\n",
+ "print(cross_val_score(model, X_train, y_train, scoring = 'r2'))\n",
+ "print(r2_score(y_test, model.predict(X_test)))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "R2 score is good for both train and test datasets."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Model predictions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([154287.13923419])"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "model.predict(X_test.iloc[[2]])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "14783 151500.0\n",
+ "Name: median_house_value, dtype: float64"
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "y_test.iloc[[2]]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Lime predictions "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "I decided to check the most important variables first."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from matplotlib import pyplot as plt\n",
+ "plt.barh(X_train.columns.values.tolist(), model.feature_importances_)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We can see that 6 of them can be called the most important (with `median_income` being on the lead). "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from lime import lime_tabular\n",
+ "explainer = lime_tabular.LimeTabularExplainer(X_train.values, feature_names=X_train.columns.values.tolist(),\n",
+ " class_names=['median_house_value'], mode='regression', \n",
+ " categorical_names = ['ocean_proximity'])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### First observation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ " "
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "exp = explainer.explain_instance(X_test.values[2], model.predict, num_features=6)\n",
+ "exp.show_in_notebook(show_table=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "exp.as_pyplot_figure()\n",
+ "plt.tight_layout()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "scrolled": true
+ },
+ "source": [
+ "### Several other observations"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ " "
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ " \n",
+ " "
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ " \n",
+ "
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+ " \n",
+ " \n",
+ " "
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "exp1 = explainer.explain_instance(X_test.values[313], model.predict, num_features=6)\n",
+ "exp2 = explainer.explain_instance(X_test.values[123], model.predict, num_features=6)\n",
+ "exp3 = explainer.explain_instance(X_test.values[69], model.predict, num_features=6)\n",
+ "\n",
+ "exp1.show_in_notebook(show_table=True)\n",
+ "exp2.show_in_notebook(show_table=True)\n",
+ "exp3.show_in_notebook(show_table=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Summary"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As we can see, the explainer is working. It is also visible that although many variables are the same for 6 most influencing ones, there are some crucial differences. There are observations in which `median_income` is the most important (as we could predict by looking at `feature_importance` of the model), but in others this variable doesn't even appear. This means that explanations probably aren't very stable. "
+ ]
+ }
+ ],
+ "metadata": {
+ "interpreter": {
+ "hash": "7a6c7221b3b3971f6f9ce379d328f92d54aac19d86d8c895482784a858ac35df"
+ },
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Homeworks/Homework-II/Kaznowska_Julia/housing.csv b/Homeworks/Homework-II/Kaznowska_Julia/housing.csv
new file mode 100644
index 0000000..d5e3fa2
--- /dev/null
+++ b/Homeworks/Homework-II/Kaznowska_Julia/housing.csv
@@ -0,0 +1,20641 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-122.23,37.88,41.0,880.0,129.0,322.0,126.0,8.3252,452600.0,NEAR BAY
+-122.22,37.86,21.0,7099.0,1106.0,2401.0,1138.0,8.3014,358500.0,NEAR BAY
+-122.24,37.85,52.0,1467.0,190.0,496.0,177.0,7.2574,352100.0,NEAR BAY
+-122.25,37.85,52.0,1274.0,235.0,558.0,219.0,5.6431,341300.0,NEAR BAY
+-122.25,37.85,52.0,1627.0,280.0,565.0,259.0,3.8462,342200.0,NEAR BAY
+-122.25,37.85,52.0,919.0,213.0,413.0,193.0,4.0368,269700.0,NEAR BAY
+-122.25,37.84,52.0,2535.0,489.0,1094.0,514.0,3.6591,299200.0,NEAR BAY
+-122.25,37.84,52.0,3104.0,687.0,1157.0,647.0,3.12,241400.0,NEAR BAY
+-122.26,37.84,42.0,2555.0,665.0,1206.0,595.0,2.0804,226700.0,NEAR BAY
+-122.25,37.84,52.0,3549.0,707.0,1551.0,714.0,3.6912,261100.0,NEAR BAY
+-122.26,37.85,52.0,2202.0,434.0,910.0,402.0,3.2031,281500.0,NEAR BAY
+-122.26,37.85,52.0,3503.0,752.0,1504.0,734.0,3.2705,241800.0,NEAR BAY
+-122.26,37.85,52.0,2491.0,474.0,1098.0,468.0,3.075,213500.0,NEAR BAY
+-122.26,37.84,52.0,696.0,191.0,345.0,174.0,2.6736,191300.0,NEAR BAY
+-122.26,37.85,52.0,2643.0,626.0,1212.0,620.0,1.9167,159200.0,NEAR BAY
+-122.26,37.85,50.0,1120.0,283.0,697.0,264.0,2.125,140000.0,NEAR BAY
+-122.27,37.85,52.0,1966.0,347.0,793.0,331.0,2.775,152500.0,NEAR BAY
+-122.27,37.85,52.0,1228.0,293.0,648.0,303.0,2.1202,155500.0,NEAR BAY
+-122.26,37.84,50.0,2239.0,455.0,990.0,419.0,1.9911,158700.0,NEAR BAY
+-122.27,37.84,52.0,1503.0,298.0,690.0,275.0,2.6033,162900.0,NEAR BAY
+-122.27,37.85,40.0,751.0,184.0,409.0,166.0,1.3578,147500.0,NEAR BAY
+-122.27,37.85,42.0,1639.0,367.0,929.0,366.0,1.7135,159800.0,NEAR BAY
+-122.27,37.84,52.0,2436.0,541.0,1015.0,478.0,1.725,113900.0,NEAR BAY
+-122.27,37.84,52.0,1688.0,337.0,853.0,325.0,2.1806,99700.0,NEAR BAY
+-122.27,37.84,52.0,2224.0,437.0,1006.0,422.0,2.6,132600.0,NEAR BAY
+-122.28,37.85,41.0,535.0,123.0,317.0,119.0,2.4038,107500.0,NEAR BAY
+-122.28,37.85,49.0,1130.0,244.0,607.0,239.0,2.4597,93800.0,NEAR BAY
+-122.28,37.85,52.0,1898.0,421.0,1102.0,397.0,1.808,105500.0,NEAR BAY
+-122.28,37.84,50.0,2082.0,492.0,1131.0,473.0,1.6424,108900.0,NEAR BAY
+-122.28,37.84,52.0,729.0,160.0,395.0,155.0,1.6875,132000.0,NEAR BAY
+-122.28,37.84,49.0,1916.0,447.0,863.0,378.0,1.9274,122300.0,NEAR BAY
+-122.28,37.84,52.0,2153.0,481.0,1168.0,441.0,1.9615,115200.0,NEAR BAY
+-122.27,37.84,48.0,1922.0,409.0,1026.0,335.0,1.7969,110400.0,NEAR BAY
+-122.27,37.83,49.0,1655.0,366.0,754.0,329.0,1.375,104900.0,NEAR BAY
+-122.27,37.83,51.0,2665.0,574.0,1258.0,536.0,2.7303,109700.0,NEAR BAY
+-122.27,37.83,49.0,1215.0,282.0,570.0,264.0,1.4861,97200.0,NEAR BAY
+-122.27,37.83,48.0,1798.0,432.0,987.0,374.0,1.0972,104500.0,NEAR BAY
+-122.28,37.83,52.0,1511.0,390.0,901.0,403.0,1.4103,103900.0,NEAR BAY
+-122.26,37.83,52.0,1470.0,330.0,689.0,309.0,3.48,191400.0,NEAR BAY
+-122.26,37.83,52.0,2432.0,715.0,1377.0,696.0,2.5898,176000.0,NEAR BAY
+-122.26,37.83,52.0,1665.0,419.0,946.0,395.0,2.0978,155400.0,NEAR BAY
+-122.26,37.83,51.0,936.0,311.0,517.0,249.0,1.2852,150000.0,NEAR BAY
+-122.26,37.84,49.0,713.0,202.0,462.0,189.0,1.025,118800.0,NEAR BAY
+-122.26,37.84,52.0,950.0,202.0,467.0,198.0,3.9643,188800.0,NEAR BAY
+-122.26,37.83,52.0,1443.0,311.0,660.0,292.0,3.0125,184400.0,NEAR BAY
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+-122.26,37.83,50.0,1125.0,322.0,616.0,304.0,2.026,142500.0,NEAR BAY
+-122.27,37.82,43.0,1007.0,312.0,558.0,253.0,1.7348,137500.0,NEAR BAY
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+-122.27,37.82,43.0,1868.0,456.0,1061.0,407.0,1.5045,93800.0,NEAR BAY
+-122.27,37.82,41.0,3221.0,853.0,1959.0,720.0,1.1108,97500.0,NEAR BAY
+-122.27,37.82,52.0,1630.0,456.0,1162.0,400.0,1.2475,104200.0,NEAR BAY
+-122.28,37.82,52.0,1170.0,235.0,701.0,233.0,1.6098,87500.0,NEAR BAY
+-122.28,37.82,52.0,945.0,243.0,576.0,220.0,1.4113,83100.0,NEAR BAY
+-122.28,37.82,52.0,1238.0,288.0,622.0,259.0,1.5057,87500.0,NEAR BAY
+-122.28,37.82,52.0,1489.0,335.0,728.0,244.0,0.8172,85300.0,NEAR BAY
+-122.28,37.82,52.0,1387.0,341.0,1074.0,304.0,1.2171,80300.0,NEAR BAY
+-122.29,37.82,2.0,158.0,43.0,94.0,57.0,2.5625,60000.0,NEAR BAY
+-122.29,37.83,52.0,1121.0,211.0,554.0,187.0,3.3929,75700.0,NEAR BAY
+-122.29,37.82,49.0,135.0,29.0,86.0,23.0,6.1183,75000.0,NEAR BAY
+-122.29,37.81,50.0,760.0,190.0,377.0,122.0,0.9011,86100.0,NEAR BAY
+-122.3,37.81,52.0,1224.0,237.0,521.0,159.0,1.191,76100.0,NEAR BAY
+-122.3,37.81,48.0,828.0,182.0,392.0,133.0,2.5938,73500.0,NEAR BAY
+-122.3,37.81,52.0,1010.0,209.0,604.0,187.0,1.1667,78400.0,NEAR BAY
+-122.3,37.81,48.0,1455.0,354.0,788.0,332.0,0.8056,84400.0,NEAR BAY
+-122.29,37.8,52.0,1027.0,244.0,492.0,147.0,2.6094,81300.0,NEAR BAY
+-122.3,37.81,52.0,572.0,109.0,274.0,82.0,1.8516,85000.0,NEAR BAY
+-122.29,37.81,46.0,2801.0,644.0,1823.0,611.0,0.9802,129200.0,NEAR BAY
+-122.29,37.81,26.0,768.0,152.0,392.0,127.0,1.7719,82500.0,NEAR BAY
+-122.29,37.81,46.0,935.0,297.0,582.0,277.0,0.7286,95200.0,NEAR BAY
+-122.29,37.81,49.0,844.0,204.0,560.0,152.0,1.75,75000.0,NEAR BAY
+-122.29,37.81,46.0,12.0,4.0,18.0,7.0,0.4999,67500.0,NEAR BAY
+-122.29,37.81,20.0,835.0,161.0,290.0,133.0,2.483,137500.0,NEAR BAY
+-122.28,37.81,17.0,1237.0,462.0,762.0,439.0,0.9241,177500.0,NEAR BAY
+-122.28,37.81,36.0,2914.0,562.0,1236.0,509.0,2.4464,102100.0,NEAR BAY
+-122.28,37.81,19.0,1207.0,243.0,721.0,207.0,1.1111,108300.0,NEAR BAY
+-122.29,37.81,23.0,1745.0,374.0,1054.0,325.0,0.8026,112500.0,NEAR BAY
+-122.28,37.8,38.0,684.0,176.0,344.0,155.0,2.0114,131300.0,NEAR BAY
+-122.28,37.81,17.0,924.0,289.0,609.0,289.0,1.5,162500.0,NEAR BAY
+-122.27,37.81,52.0,210.0,56.0,183.0,56.0,1.1667,112500.0,NEAR BAY
+-122.28,37.81,52.0,340.0,97.0,200.0,87.0,1.5208,112500.0,NEAR BAY
+-122.28,37.81,52.0,386.0,164.0,346.0,155.0,0.8075,137500.0,NEAR BAY
+-122.28,37.81,35.0,948.0,184.0,467.0,169.0,1.8088,118800.0,NEAR BAY
+-122.28,37.81,52.0,773.0,143.0,377.0,115.0,2.4083,98200.0,NEAR BAY
+-122.27,37.81,40.0,880.0,451.0,582.0,380.0,0.977,118800.0,NEAR BAY
+-122.27,37.81,10.0,875.0,348.0,546.0,330.0,0.76,162500.0,NEAR BAY
+-122.27,37.8,10.0,105.0,42.0,125.0,39.0,0.9722,137500.0,NEAR BAY
+-122.27,37.8,52.0,249.0,78.0,396.0,85.0,1.2434,500001.0,NEAR BAY
+-122.27,37.8,16.0,994.0,392.0,800.0,362.0,2.0938,162500.0,NEAR BAY
+-122.28,37.8,52.0,215.0,87.0,904.0,88.0,0.8668,137500.0,NEAR BAY
+-122.28,37.8,52.0,96.0,31.0,191.0,34.0,0.75,162500.0,NEAR BAY
+-122.27,37.79,27.0,1055.0,347.0,718.0,302.0,2.6354,187500.0,NEAR BAY
+-122.27,37.8,39.0,1715.0,623.0,1327.0,467.0,1.8477,179200.0,NEAR BAY
+-122.26,37.8,36.0,5329.0,2477.0,3469.0,2323.0,2.0096,130000.0,NEAR BAY
+-122.26,37.82,31.0,4596.0,1331.0,2048.0,1180.0,2.8345,183800.0,NEAR BAY
+-122.26,37.81,29.0,335.0,107.0,202.0,91.0,2.0062,125000.0,NEAR BAY
+-122.26,37.82,22.0,3682.0,1270.0,2024.0,1250.0,1.2185,170000.0,NEAR BAY
+-122.26,37.82,37.0,3633.0,1085.0,1838.0,980.0,2.6104,193100.0,NEAR BAY
+-122.25,37.81,29.0,4656.0,1414.0,2304.0,1250.0,2.4912,257800.0,NEAR BAY
+-122.25,37.81,28.0,5806.0,1603.0,2563.0,1497.0,3.2177,273400.0,NEAR BAY
+-122.25,37.81,39.0,854.0,242.0,389.0,228.0,3.125,237500.0,NEAR BAY
+-122.25,37.81,52.0,2155.0,701.0,895.0,613.0,2.5795,350000.0,NEAR BAY
+-122.26,37.81,34.0,5871.0,1914.0,2689.0,1789.0,2.8406,335700.0,NEAR BAY
+-122.24,37.82,52.0,1509.0,225.0,674.0,244.0,4.9306,313400.0,NEAR BAY
+-122.24,37.81,52.0,2026.0,482.0,709.0,456.0,3.2727,268500.0,NEAR BAY
+-122.25,37.81,52.0,1758.0,460.0,686.0,422.0,3.1691,259400.0,NEAR BAY
+-122.24,37.82,52.0,3481.0,751.0,1444.0,718.0,3.9,275700.0,NEAR BAY
+-122.25,37.82,28.0,3337.0,855.0,1520.0,802.0,3.9063,225000.0,NEAR BAY
+-122.25,37.82,52.0,1424.0,289.0,550.0,253.0,5.0917,262500.0,NEAR BAY
+-122.25,37.82,32.0,3809.0,1098.0,1806.0,1022.0,2.6429,218500.0,NEAR BAY
+-122.25,37.82,26.0,3959.0,1196.0,1749.0,1217.0,3.0233,255000.0,NEAR BAY
+-122.25,37.83,52.0,2376.0,559.0,939.0,519.0,3.1484,224100.0,NEAR BAY
+-122.25,37.83,35.0,1613.0,428.0,675.0,422.0,3.4722,243100.0,NEAR BAY
+-122.25,37.83,52.0,1279.0,287.0,534.0,291.0,3.1429,231600.0,NEAR BAY
+-122.25,37.83,28.0,5022.0,1750.0,2558.0,1661.0,2.4234,218500.0,NEAR BAY
+-122.25,37.83,52.0,4190.0,1105.0,1786.0,1037.0,3.0897,234100.0,NEAR BAY
+-122.23,37.84,50.0,2515.0,399.0,970.0,373.0,5.8596,327600.0,NEAR BAY
+-122.23,37.84,47.0,3175.0,454.0,1098.0,485.0,5.2868,347600.0,NEAR BAY
+-122.24,37.83,41.0,2576.0,406.0,794.0,376.0,5.956,366100.0,NEAR BAY
+-122.24,37.85,37.0,334.0,54.0,98.0,47.0,4.9643,335000.0,NEAR BAY
+-122.23,37.85,52.0,2800.0,411.0,1061.0,403.0,6.3434,373600.0,NEAR BAY
+-122.24,37.84,52.0,3529.0,574.0,1177.0,555.0,5.1773,389500.0,NEAR BAY
+-122.24,37.85,52.0,2612.0,365.0,901.0,367.0,7.2354,391100.0,NEAR BAY
+-122.22,37.85,28.0,5287.0,1048.0,2031.0,956.0,5.457,337300.0,NEAR BAY
+-122.22,37.84,50.0,2935.0,473.0,1031.0,479.0,7.5,295200.0,NEAR BAY
+-122.21,37.84,44.0,3424.0,597.0,1358.0,597.0,6.0194,292300.0,NEAR BAY
+-122.21,37.83,40.0,4991.0,674.0,1616.0,654.0,7.5544,411500.0,NEAR BAY
+-122.2,37.84,30.0,2211.0,346.0,844.0,343.0,6.0666,311500.0,NEAR BAY
+-122.21,37.84,34.0,3038.0,490.0,1140.0,496.0,7.0548,325900.0,NEAR BAY
+-122.19,37.84,18.0,1617.0,210.0,533.0,194.0,11.6017,392600.0,NEAR BAY
+-122.2,37.84,35.0,2865.0,460.0,1072.0,443.0,7.4882,319300.0,NEAR BAY
+-122.21,37.83,34.0,5065.0,788.0,1627.0,766.0,6.8976,333300.0,NEAR BAY
+-122.19,37.83,28.0,1326.0,184.0,463.0,190.0,8.2049,335200.0,NEAR BAY
+-122.2,37.83,26.0,1589.0,223.0,542.0,211.0,8.401,351200.0,NEAR BAY
+-122.19,37.83,29.0,1791.0,271.0,661.0,269.0,6.8538,368900.0,NEAR BAY
+-122.19,37.82,32.0,1835.0,264.0,635.0,263.0,8.317,365900.0,NEAR BAY
+-122.2,37.82,37.0,1229.0,181.0,420.0,176.0,7.0175,366700.0,NEAR BAY
+-122.2,37.82,39.0,3770.0,534.0,1265.0,500.0,6.3302,362800.0,NEAR BAY
+-122.18,37.81,30.0,292.0,38.0,126.0,52.0,6.3624,483300.0,NEAR BAY
+-122.21,37.82,52.0,2375.0,333.0,813.0,350.0,7.0549,331400.0,NEAR BAY
+-122.2,37.81,45.0,2964.0,436.0,1067.0,426.0,6.7851,323500.0,NEAR BAY
+-122.21,37.8,50.0,2833.0,605.0,1260.0,552.0,2.8929,216700.0,NEAR BAY
+-122.21,37.8,38.0,2254.0,535.0,951.0,487.0,3.0812,233100.0,NEAR BAY
+-122.21,37.81,52.0,1389.0,212.0,510.0,224.0,5.2402,296400.0,NEAR BAY
+-122.22,37.81,52.0,1971.0,335.0,765.0,308.0,6.5217,273700.0,NEAR BAY
+-122.22,37.8,52.0,2183.0,465.0,1129.0,460.0,3.2632,227700.0,NEAR BAY
+-122.22,37.8,52.0,2286.0,464.0,1073.0,441.0,3.0298,199600.0,NEAR BAY
+-122.22,37.8,52.0,2721.0,541.0,1185.0,515.0,4.5428,239800.0,NEAR BAY
+-122.22,37.81,52.0,2024.0,339.0,756.0,340.0,4.072,270100.0,NEAR BAY
+-122.22,37.81,52.0,2944.0,536.0,1034.0,521.0,5.3509,302100.0,NEAR BAY
+-122.23,37.8,52.0,2033.0,486.0,787.0,459.0,3.1603,269500.0,NEAR BAY
+-122.23,37.81,52.0,1433.0,229.0,612.0,213.0,4.7708,314700.0,NEAR BAY
+-122.22,37.81,52.0,2927.0,402.0,1021.0,380.0,8.1564,390100.0,NEAR BAY
+-122.23,37.81,52.0,2315.0,292.0,861.0,258.0,8.8793,410300.0,NEAR BAY
+-122.24,37.81,52.0,2485.0,313.0,953.0,327.0,6.8591,352400.0,NEAR BAY
+-122.24,37.81,52.0,1490.0,238.0,634.0,256.0,6.0302,287300.0,NEAR BAY
+-122.23,37.81,52.0,2814.0,365.0,878.0,352.0,7.508,348700.0,NEAR BAY
+-122.24,37.81,52.0,2093.0,550.0,918.0,483.0,2.7477,243800.0,NEAR BAY
+-122.24,37.8,52.0,888.0,168.0,360.0,175.0,2.1944,211500.0,NEAR BAY
+-122.25,37.8,52.0,2087.0,510.0,1197.0,488.0,3.0149,218400.0,NEAR BAY
+-122.24,37.81,52.0,2513.0,502.0,1048.0,518.0,3.675,269900.0,NEAR BAY
+-122.25,37.81,46.0,3232.0,835.0,1373.0,747.0,3.225,218800.0,NEAR BAY
+-122.25,37.8,42.0,4120.0,1065.0,1715.0,1015.0,2.9345,225000.0,NEAR BAY
+-122.25,37.8,43.0,2364.0,792.0,1359.0,722.0,2.1429,250000.0,NEAR BAY
+-122.25,37.8,41.0,1471.0,469.0,1062.0,413.0,1.6121,171400.0,NEAR BAY
+-122.25,37.8,29.0,2468.0,864.0,1335.0,773.0,1.3929,193800.0,NEAR BAY
+-122.24,37.79,27.0,1632.0,492.0,1171.0,429.0,2.3173,125000.0,NEAR BAY
+-122.25,37.79,45.0,1786.0,526.0,1475.0,460.0,1.7772,97500.0,NEAR BAY
+-122.25,37.79,50.0,629.0,188.0,742.0,196.0,2.6458,125000.0,NEAR BAY
+-122.25,37.79,52.0,1339.0,391.0,1086.0,363.0,2.181,138800.0,NEAR BAY
+-122.25,37.8,36.0,1678.0,606.0,1645.0,543.0,2.2303,116700.0,NEAR BAY
+-122.25,37.8,43.0,2344.0,647.0,1710.0,644.0,1.6504,151800.0,NEAR BAY
+-122.24,37.8,52.0,996.0,228.0,731.0,228.0,2.2697,127000.0,NEAR BAY
+-122.24,37.8,52.0,1591.0,373.0,1118.0,347.0,2.1563,128600.0,NEAR BAY
+-122.24,37.8,52.0,1586.0,398.0,1006.0,335.0,2.1348,140600.0,NEAR BAY
+-122.24,37.8,47.0,2046.0,588.0,1213.0,554.0,2.6292,182700.0,NEAR BAY
+-122.23,37.8,52.0,1192.0,289.0,772.0,257.0,2.3833,146900.0,NEAR BAY
+-122.24,37.8,52.0,1803.0,420.0,1321.0,401.0,2.957,122800.0,NEAR BAY
+-122.24,37.8,49.0,2838.0,749.0,1487.0,677.0,2.5238,169300.0,NEAR BAY
+-122.23,37.8,52.0,783.0,184.0,488.0,186.0,1.9375,126600.0,NEAR BAY
+-122.23,37.8,51.0,1590.0,414.0,949.0,392.0,1.9028,127900.0,NEAR BAY
+-122.23,37.8,50.0,1746.0,480.0,1149.0,415.0,2.25,123500.0,NEAR BAY
+-122.23,37.8,52.0,1252.0,299.0,844.0,280.0,2.3929,111900.0,NEAR BAY
+-122.23,37.79,43.0,5963.0,1344.0,4367.0,1231.0,2.1917,112800.0,NEAR BAY
+-122.23,37.79,52.0,1783.0,395.0,1659.0,412.0,2.9357,107900.0,NEAR BAY
+-122.23,37.79,30.0,999.0,264.0,1011.0,263.0,1.8854,137500.0,NEAR BAY
+-122.24,37.79,39.0,1469.0,431.0,1464.0,389.0,2.1638,105500.0,NEAR BAY
+-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,95500.0,NEAR BAY
+-122.24,37.79,52.0,674.0,180.0,647.0,168.0,3.375,116100.0,NEAR BAY
+-122.24,37.79,43.0,1626.0,376.0,1284.0,357.0,2.2542,112200.0,NEAR BAY
+-122.25,37.79,51.0,175.0,43.0,228.0,55.0,2.1,75000.0,NEAR BAY
+-122.25,37.79,39.0,461.0,129.0,381.0,123.0,1.6,112500.0,NEAR BAY
+-122.25,37.79,52.0,902.0,237.0,846.0,227.0,3.625,125000.0,NEAR BAY
+-122.26,37.8,20.0,2373.0,779.0,1659.0,676.0,1.6929,115000.0,NEAR BAY
+-122.22,37.77,52.0,391.0,128.0,520.0,138.0,1.6471,95000.0,NEAR BAY
+-122.22,37.77,52.0,1137.0,301.0,866.0,259.0,2.59,96400.0,NEAR BAY
+-122.23,37.77,52.0,769.0,206.0,612.0,183.0,2.57,72000.0,NEAR BAY
+-122.23,37.78,52.0,472.0,146.0,415.0,126.0,2.6429,71300.0,NEAR BAY
+-122.23,37.78,52.0,862.0,215.0,994.0,213.0,3.0257,80800.0,NEAR BAY
+-122.22,37.78,50.0,1920.0,530.0,1525.0,477.0,1.4886,128800.0,NEAR BAY
+-122.23,37.78,43.0,1420.0,472.0,1506.0,438.0,1.9338,112500.0,NEAR BAY
+-122.23,37.78,52.0,986.0,258.0,1008.0,255.0,1.4844,119400.0,NEAR BAY
+-122.23,37.78,44.0,2340.0,825.0,2813.0,751.0,1.6009,118100.0,NEAR BAY
+-122.23,37.79,48.0,1696.0,396.0,1481.0,343.0,2.0375,122500.0,NEAR BAY
+-122.23,37.79,49.0,1175.0,217.0,859.0,219.0,2.293,106300.0,NEAR BAY
+-122.22,37.79,37.0,2343.0,574.0,1608.0,523.0,2.1494,132500.0,NEAR BAY
+-122.23,37.79,30.0,610.0,145.0,425.0,140.0,1.6198,122700.0,NEAR BAY
+-122.23,37.79,40.0,930.0,199.0,564.0,184.0,1.3281,113300.0,NEAR BAY
+-122.22,37.79,44.0,1487.0,314.0,961.0,272.0,3.5156,109500.0,NEAR BAY
+-122.22,37.79,52.0,3424.0,690.0,2273.0,685.0,3.9048,164700.0,NEAR BAY
+-122.21,37.79,52.0,762.0,190.0,600.0,195.0,3.0893,125000.0,NEAR BAY
+-122.22,37.79,46.0,2366.0,575.0,1647.0,527.0,2.6042,124700.0,NEAR BAY
+-122.22,37.79,49.0,1826.0,450.0,1201.0,424.0,2.5,136700.0,NEAR BAY
+-122.22,37.79,38.0,3049.0,711.0,2167.0,659.0,2.7969,141700.0,NEAR BAY
+-122.2,37.79,29.0,1640.0,376.0,939.0,340.0,2.8321,150000.0,NEAR BAY
+-122.21,37.79,47.0,1543.0,307.0,859.0,292.0,2.9583,138800.0,NEAR BAY
+-122.21,37.79,34.0,2364.0,557.0,1517.0,516.0,2.8365,139200.0,NEAR BAY
+-122.21,37.79,35.0,1745.0,409.0,1143.0,386.0,2.875,143800.0,NEAR BAY
+-122.21,37.8,39.0,2003.0,500.0,1109.0,464.0,3.0682,156500.0,NEAR BAY
+-122.21,37.8,39.0,2018.0,447.0,1221.0,446.0,3.0757,151000.0,NEAR BAY
+-122.2,37.8,43.0,3045.0,499.0,1115.0,455.0,4.9559,273000.0,NEAR BAY
+-122.2,37.8,52.0,1547.0,293.0,706.0,268.0,4.7721,217100.0,NEAR BAY
+-122.21,37.8,52.0,3519.0,711.0,1883.0,706.0,3.4861,187100.0,NEAR BAY
+-122.2,37.8,41.0,2070.0,354.0,804.0,340.0,5.1184,239600.0,NEAR BAY
+-122.21,37.8,48.0,1321.0,263.0,506.0,252.0,4.0977,229700.0,NEAR BAY
+-122.19,37.8,48.0,1694.0,259.0,610.0,238.0,4.744,257300.0,NEAR BAY
+-122.19,37.8,46.0,1938.0,341.0,768.0,332.0,4.2727,246900.0,NEAR BAY
+-122.19,37.79,50.0,968.0,195.0,462.0,184.0,2.9844,179900.0,NEAR BAY
+-122.2,37.79,40.0,1060.0,256.0,667.0,235.0,4.1739,169600.0,NEAR BAY
+-122.2,37.8,46.0,2041.0,405.0,1059.0,399.0,3.8487,203300.0,NEAR BAY
+-122.19,37.8,52.0,1813.0,271.0,637.0,277.0,4.0114,263400.0,NEAR BAY
+-122.19,37.79,45.0,2718.0,451.0,1106.0,454.0,4.6563,231800.0,NEAR BAY
+-122.19,37.79,28.0,3144.0,761.0,1737.0,669.0,2.9297,140500.0,NEAR BAY
+-122.2,37.79,35.0,1802.0,459.0,1009.0,390.0,2.3036,126000.0,NEAR BAY
+-122.2,37.79,49.0,882.0,195.0,737.0,210.0,2.6667,122000.0,NEAR BAY
+-122.2,37.79,44.0,1621.0,452.0,1354.0,491.0,2.619,134700.0,NEAR BAY
+-122.21,37.79,45.0,2115.0,533.0,1530.0,474.0,2.4167,139400.0,NEAR BAY
+-122.2,37.79,45.0,2021.0,528.0,1410.0,480.0,2.7788,115400.0,NEAR BAY
+-122.21,37.78,46.0,2239.0,508.0,1390.0,569.0,2.7352,137300.0,NEAR BAY
+-122.21,37.78,52.0,1477.0,300.0,1065.0,269.0,1.8472,137000.0,NEAR BAY
+-122.21,37.78,52.0,1056.0,224.0,792.0,245.0,2.6583,142600.0,NEAR BAY
+-122.21,37.78,49.0,898.0,244.0,779.0,245.0,3.0536,137500.0,NEAR BAY
+-122.22,37.78,44.0,2968.0,710.0,2269.0,610.0,2.3906,111700.0,NEAR BAY
+-122.21,37.78,43.0,1702.0,460.0,1227.0,407.0,1.7188,126800.0,NEAR BAY
+-122.21,37.78,47.0,881.0,248.0,753.0,241.0,2.625,111300.0,NEAR BAY
+-122.22,37.77,40.0,494.0,114.0,547.0,135.0,2.8015,114800.0,NEAR BAY
+-122.22,37.78,50.0,1776.0,473.0,1807.0,440.0,1.7276,102300.0,NEAR BAY
+-122.22,37.78,44.0,1678.0,514.0,1700.0,495.0,2.0801,131900.0,NEAR BAY
+-122.22,37.78,51.0,1637.0,463.0,1543.0,393.0,2.489,119100.0,NEAR BAY
+-122.21,37.76,52.0,1420.0,314.0,1085.0,300.0,1.7546,80600.0,NEAR BAY
+-122.21,37.77,52.0,591.0,173.0,353.0,137.0,4.0904,80600.0,NEAR BAY
+-122.21,37.77,52.0,745.0,153.0,473.0,149.0,2.6765,88800.0,NEAR BAY
+-122.2,37.77,49.0,2272.0,498.0,1621.0,483.0,2.4338,102400.0,NEAR BAY
+-122.21,37.77,46.0,1234.0,375.0,1183.0,354.0,2.3309,98700.0,NEAR BAY
+-122.21,37.77,43.0,1017.0,328.0,836.0,277.0,2.2604,100000.0,NEAR BAY
+-122.19,37.77,42.0,932.0,254.0,900.0,263.0,1.8039,92300.0,NEAR BAY
+-122.2,37.77,39.0,2689.0,597.0,1888.0,537.0,2.2562,94800.0,NEAR BAY
+-122.2,37.77,41.0,1547.0,415.0,1024.0,341.0,2.0562,102000.0,NEAR BAY
+-122.2,37.78,52.0,2300.0,443.0,1225.0,423.0,3.5398,158400.0,NEAR BAY
+-122.2,37.78,39.0,1752.0,399.0,1071.0,376.0,3.1167,121600.0,NEAR BAY
+-122.2,37.78,50.0,1867.0,403.0,1128.0,378.0,2.5401,129100.0,NEAR BAY
+-122.2,37.77,43.0,2430.0,502.0,1537.0,484.0,2.898,121400.0,NEAR BAY
+-122.21,37.78,44.0,1729.0,414.0,1240.0,393.0,2.3125,102800.0,NEAR BAY
+-122.19,37.78,52.0,1026.0,180.0,469.0,168.0,2.875,160000.0,NEAR BAY
+-122.19,37.77,52.0,2170.0,428.0,1086.0,425.0,3.3715,143900.0,NEAR BAY
+-122.19,37.77,52.0,2329.0,445.0,1144.0,417.0,3.5114,151200.0,NEAR BAY
+-122.19,37.78,52.0,2492.0,415.0,1109.0,375.0,4.3125,164400.0,NEAR BAY
+-122.19,37.78,52.0,2198.0,397.0,984.0,369.0,3.22,156500.0,NEAR BAY
+-122.18,37.78,33.0,142.0,31.0,575.0,47.0,3.875,225000.0,NEAR BAY
+-122.19,37.78,49.0,1183.0,205.0,496.0,209.0,5.2328,174200.0,NEAR BAY
+-122.19,37.78,52.0,1070.0,193.0,555.0,190.0,3.7262,166900.0,NEAR BAY
+-122.2,37.78,45.0,1766.0,332.0,869.0,327.0,4.5893,163500.0,NEAR BAY
+-122.18,37.79,39.0,617.0,95.0,236.0,106.0,5.2578,253000.0,NEAR BAY
+-122.18,37.79,41.0,1411.0,233.0,626.0,214.0,7.0875,240700.0,NEAR BAY
+-122.18,37.79,46.0,2109.0,387.0,922.0,329.0,3.9712,208100.0,NEAR BAY
+-122.19,37.79,47.0,1229.0,243.0,582.0,256.0,2.9514,198100.0,NEAR BAY
+-122.19,37.79,50.0,954.0,217.0,546.0,201.0,2.6667,172800.0,NEAR BAY
+-122.18,37.81,37.0,1643.0,262.0,620.0,266.0,5.4446,336700.0,NEAR BAY
+-122.18,37.8,34.0,1355.0,195.0,442.0,195.0,6.2838,318200.0,NEAR BAY
+-122.18,37.8,23.0,2317.0,336.0,955.0,328.0,6.7527,285800.0,NEAR BAY
+-122.13,37.77,24.0,2459.0,317.0,916.0,324.0,7.0712,293000.0,NEAR BAY
+-122.16,37.79,22.0,12842.0,2048.0,4985.0,1967.0,5.9849,371000.0,NEAR BAY
+-122.17,37.78,42.0,1524.0,260.0,651.0,267.0,3.6875,157300.0,NEAR BAY
+-122.17,37.77,30.0,3326.0,746.0,1704.0,703.0,2.875,135300.0,NEAR BAY
+-122.18,37.78,43.0,1985.0,440.0,1085.0,407.0,3.4205,136700.0,NEAR BAY
+-122.18,37.78,50.0,1642.0,322.0,713.0,284.0,3.2984,160700.0,NEAR BAY
+-122.17,37.78,49.0,893.0,177.0,468.0,181.0,3.875,140600.0,NEAR BAY
+-122.17,37.78,52.0,653.0,128.0,296.0,121.0,4.175,144000.0,NEAR BAY
+-122.16,37.77,47.0,1256.0,,570.0,218.0,4.375,161900.0,NEAR BAY
+-122.16,37.77,48.0,977.0,194.0,446.0,180.0,4.7708,156300.0,NEAR BAY
+-122.16,37.77,45.0,2324.0,397.0,968.0,384.0,3.5739,176000.0,NEAR BAY
+-122.16,37.77,39.0,1583.0,349.0,857.0,316.0,3.0958,145800.0,NEAR BAY
+-122.17,37.77,39.0,1612.0,342.0,912.0,322.0,3.3958,141900.0,NEAR BAY
+-122.17,37.77,31.0,2424.0,533.0,1360.0,452.0,1.871,90700.0,NEAR BAY
+-122.17,37.76,41.0,1594.0,367.0,1074.0,355.0,1.9356,90600.0,NEAR BAY
+-122.17,37.76,47.0,2118.0,413.0,965.0,382.0,2.1842,107900.0,NEAR BAY
+-122.18,37.76,37.0,1575.0,358.0,933.0,320.0,2.2917,107000.0,NEAR BAY
+-122.17,37.76,38.0,1764.0,397.0,987.0,354.0,2.4333,98200.0,NEAR BAY
+-122.18,37.76,50.0,1187.0,261.0,907.0,246.0,1.9479,89500.0,NEAR BAY
+-122.18,37.76,52.0,754.0,175.0,447.0,165.0,3.9063,93800.0,NEAR BAY
+-122.18,37.76,49.0,2308.0,452.0,1299.0,451.0,1.8407,96700.0,NEAR BAY
+-122.18,37.77,27.0,909.0,236.0,396.0,157.0,2.0786,97500.0,NEAR BAY
+-122.18,37.77,42.0,1180.0,257.0,877.0,268.0,2.8125,97300.0,NEAR BAY
+-122.18,37.76,43.0,2018.0,408.0,1111.0,367.0,1.8913,91200.0,NEAR BAY
+-122.19,37.76,49.0,1368.0,282.0,790.0,269.0,1.7056,91400.0,NEAR BAY
+-122.18,37.77,52.0,2744.0,547.0,1479.0,554.0,2.2768,96200.0,NEAR BAY
+-122.18,37.77,51.0,2107.0,471.0,1173.0,438.0,3.2552,120100.0,NEAR BAY
+-122.18,37.77,52.0,1748.0,362.0,1029.0,366.0,2.0556,100000.0,NEAR BAY
+-122.19,37.76,52.0,2024.0,391.0,1030.0,350.0,2.4659,94700.0,NEAR BAY
+-122.2,37.76,47.0,1116.0,259.0,826.0,279.0,1.75,85700.0,NEAR BAY
+-122.19,37.77,41.0,2036.0,510.0,1412.0,454.0,2.0469,89300.0,NEAR BAY
+-122.19,37.77,45.0,1852.0,393.0,1132.0,349.0,2.7159,101400.0,NEAR BAY
+-122.19,37.76,41.0,921.0,207.0,522.0,159.0,1.2083,72500.0,NEAR BAY
+-122.19,37.76,45.0,995.0,238.0,630.0,237.0,1.925,74100.0,NEAR BAY
+-122.2,37.75,36.0,606.0,132.0,531.0,133.0,1.5809,70000.0,NEAR BAY
+-122.2,37.76,37.0,2680.0,736.0,1925.0,667.0,1.4097,84600.0,NEAR BAY
+-122.19,37.76,38.0,1493.0,370.0,1144.0,351.0,0.7683,81800.0,NEAR BAY
+-122.19,37.75,19.0,2207.0,565.0,1481.0,520.0,1.3194,81400.0,NEAR BAY
+-122.19,37.75,28.0,856.0,189.0,435.0,162.0,0.8012,81800.0,NEAR BAY
+-122.19,37.76,26.0,1293.0,297.0,984.0,303.0,1.9479,85800.0,NEAR BAY
+-122.19,37.74,36.0,847.0,212.0,567.0,159.0,1.1765,87100.0,NEAR BAY
+-122.18,37.74,42.0,541.0,154.0,380.0,123.0,2.3456,83500.0,NEAR BAY
+-122.19,37.73,44.0,1066.0,253.0,825.0,244.0,2.1538,79700.0,NEAR BAY
+-122.19,37.74,43.0,707.0,147.0,417.0,155.0,2.5139,83400.0,NEAR BAY
+-122.19,37.73,45.0,1528.0,291.0,801.0,287.0,1.2625,84700.0,NEAR BAY
+-122.18,37.73,42.0,909.0,215.0,646.0,198.0,2.9063,80000.0,NEAR BAY
+-122.18,37.73,43.0,1391.0,293.0,855.0,285.0,2.5192,76400.0,NEAR BAY
+-122.18,37.73,44.0,548.0,119.0,435.0,136.0,2.1111,79700.0,NEAR BAY
+-122.18,37.73,42.0,4074.0,874.0,2736.0,780.0,2.455,82400.0,NEAR BAY
+-122.17,37.74,41.0,1613.0,445.0,1481.0,414.0,2.4028,97700.0,NEAR BAY
+-122.17,37.74,47.0,463.0,134.0,327.0,137.0,2.15,97200.0,NEAR BAY
+-122.17,37.74,43.0,818.0,193.0,494.0,179.0,2.4776,101600.0,NEAR BAY
+-122.17,37.73,43.0,1473.0,371.0,1231.0,341.0,2.1587,86500.0,NEAR BAY
+-122.18,37.74,35.0,504.0,126.0,323.0,109.0,1.8438,90500.0,NEAR BAY
+-122.17,37.74,46.0,1026.0,226.0,749.0,225.0,3.0298,107600.0,NEAR BAY
+-122.17,37.74,46.0,769.0,183.0,693.0,178.0,2.25,84200.0,NEAR BAY
+-122.18,37.74,46.0,2103.0,391.0,1339.0,354.0,2.2467,88900.0,NEAR BAY
+-122.18,37.75,45.0,330.0,76.0,282.0,80.0,4.0469,80700.0,NEAR BAY
+-122.18,37.75,46.0,941.0,218.0,621.0,195.0,1.325,87100.0,NEAR BAY
+-122.17,37.75,38.0,992.0,,732.0,259.0,1.6196,85100.0,NEAR BAY
+-122.18,37.75,45.0,990.0,261.0,901.0,260.0,2.1731,82000.0,NEAR BAY
+-122.19,37.75,36.0,1126.0,263.0,482.0,150.0,1.9167,82800.0,NEAR BAY
+-122.18,37.75,43.0,1036.0,233.0,652.0,213.0,2.069,84600.0,NEAR BAY
+-122.18,37.75,36.0,1047.0,214.0,651.0,166.0,1.712,82100.0,NEAR BAY
+-122.17,37.76,33.0,1280.0,307.0,999.0,286.0,2.5625,89300.0,NEAR BAY
+-122.17,37.75,43.0,1587.0,320.0,907.0,306.0,1.9821,98300.0,NEAR BAY
+-122.17,37.75,41.0,1257.0,271.0,828.0,230.0,2.5043,92300.0,NEAR BAY
+-122.17,37.75,44.0,1218.0,248.0,763.0,254.0,2.3281,88800.0,NEAR BAY
+-122.17,37.75,48.0,1751.0,390.0,935.0,349.0,1.4375,90000.0,NEAR BAY
+-122.16,37.76,45.0,2299.0,514.0,1437.0,484.0,2.5122,95500.0,NEAR BAY
+-122.16,37.75,38.0,2457.0,624.0,1516.0,482.0,1.5625,91700.0,NEAR BAY
+-122.17,37.75,47.0,998.0,211.0,597.0,185.0,3.1587,100400.0,NEAR BAY
+-122.17,37.76,40.0,1685.0,343.0,949.0,342.0,1.8426,94800.0,NEAR BAY
+-122.16,37.76,46.0,1827.0,307.0,881.0,302.0,4.6696,164300.0,NEAR BAY
+-122.16,37.76,36.0,2781.0,574.0,1438.0,519.0,2.4598,155500.0,NEAR BAY
+-122.15,37.76,39.0,1823.0,286.0,763.0,270.0,6.0749,196900.0,NEAR BAY
+-122.14,37.77,27.0,2229.0,365.0,1297.0,355.0,4.8304,279100.0,NEAR BAY
+-122.14,37.76,34.0,1513.0,231.0,545.0,211.0,5.5701,252800.0,NEAR BAY
+-122.13,37.76,26.0,3266.0,491.0,1222.0,533.0,5.37,275400.0,NEAR BAY
+-122.12,37.75,33.0,1809.0,261.0,808.0,219.0,6.86,250000.0,NEAR BAY
+-122.12,37.75,28.0,794.0,111.0,329.0,109.0,7.6923,329800.0,NEAR BAY
+-122.14,37.75,36.0,690.0,105.0,299.0,109.0,4.0313,195500.0,NEAR BAY
+-122.14,37.75,33.0,1334.0,200.0,579.0,202.0,6.8323,255900.0,NEAR BAY
+-122.13,37.75,30.0,414.0,54.0,137.0,50.0,4.975,311100.0,NEAR BAY
+-122.13,37.75,36.0,768.0,93.0,229.0,93.0,5.3602,330000.0,NEAR BAY
+-122.13,37.74,41.0,4400.0,666.0,1476.0,648.0,5.0,248900.0,NEAR BAY
+-122.16,37.75,46.0,954.0,161.0,429.0,154.0,2.925,142900.0,NEAR BAY
+-122.15,37.75,40.0,1445.0,256.0,849.0,255.0,3.8913,126300.0,NEAR BAY
+-122.15,37.75,44.0,1938.0,399.0,946.0,331.0,3.225,135800.0,NEAR BAY
+-122.15,37.74,41.0,856.0,178.0,571.0,191.0,3.1458,130600.0,NEAR BAY
+-122.16,37.75,24.0,1790.0,454.0,1137.0,386.0,2.537,107900.0,NEAR BAY
+-122.16,37.75,44.0,617.0,131.0,378.0,135.0,2.5568,111100.0,NEAR BAY
+-122.15,37.74,43.0,1383.0,275.0,853.0,272.0,3.5083,122000.0,NEAR BAY
+-122.15,37.74,49.0,1325.0,277.0,764.0,282.0,3.3125,118000.0,NEAR BAY
+-122.16,37.75,40.0,1227.0,294.0,928.0,261.0,1.8235,95200.0,NEAR BAY
+-122.16,37.75,35.0,667.0,140.0,406.0,133.0,3.8047,94300.0,NEAR BAY
+-122.17,37.74,34.0,1223.0,281.0,824.0,280.0,2.2917,92500.0,NEAR BAY
+-122.17,37.75,37.0,1379.0,287.0,835.0,259.0,2.4962,91800.0,NEAR BAY
+-122.16,37.74,43.0,1534.0,300.0,826.0,295.0,4.0417,109400.0,NEAR BAY
+-122.16,37.74,46.0,1029.0,181.0,567.0,211.0,3.4844,129500.0,NEAR BAY
+-122.16,37.74,52.0,771.0,147.0,355.0,144.0,4.1458,143400.0,NEAR BAY
+-122.16,37.74,47.0,824.0,223.0,533.0,166.0,2.625,98200.0,NEAR BAY
+-122.16,37.74,44.0,1097.0,239.0,609.0,215.0,2.0227,103100.0,NEAR BAY
+-122.29,37.9,49.0,1283.0,238.0,576.0,236.0,3.3333,276800.0,NEAR BAY
+-122.29,37.9,52.0,1604.0,263.0,594.0,286.0,5.338,270900.0,NEAR BAY
+-122.29,37.89,52.0,2248.0,422.0,870.0,377.0,3.4732,246200.0,NEAR BAY
+-122.3,37.9,38.0,2263.0,522.0,1027.0,509.0,3.5125,224200.0,NEAR BAY
+-122.29,37.89,52.0,1571.0,349.0,693.0,326.0,3.1375,229100.0,NEAR BAY
+-122.3,37.89,46.0,1520.0,402.0,815.0,375.0,2.8036,211600.0,NEAR BAY
+-122.3,37.9,15.0,5083.0,1212.0,2420.0,1146.0,4.5824,256100.0,NEAR BAY
+-122.3,37.89,36.0,1077.0,293.0,518.0,276.0,3.0208,206300.0,NEAR BAY
+-122.3,37.89,52.0,1248.0,283.0,620.0,275.0,4.0875,221300.0,NEAR BAY
+-122.33,37.89,42.0,1342.0,291.0,551.0,266.0,4.5268,207400.0,NEAR BAY
+-122.34,37.88,37.0,3061.0,930.0,2556.0,924.0,1.7375,350000.0,NEAR BAY
+-122.29,37.89,52.0,3171.0,698.0,1498.0,696.0,3.1795,218200.0,NEAR BAY
+-122.29,37.88,50.0,1211.0,261.0,523.0,227.0,3.8672,216700.0,NEAR BAY
+-122.29,37.89,52.0,979.0,175.0,374.0,153.0,5.1675,270600.0,NEAR BAY
+-122.29,37.89,52.0,2269.0,380.0,1004.0,371.0,5.1696,261400.0,NEAR BAY
+-122.28,37.88,52.0,1844.0,332.0,769.0,334.0,4.2614,261300.0,NEAR BAY
+-122.29,37.89,52.0,2178.0,421.0,940.0,423.0,5.0551,232200.0,NEAR BAY
+-122.27,37.9,42.0,1650.0,274.0,645.0,256.0,5.6228,375400.0,NEAR BAY
+-122.26,37.9,52.0,1927.0,279.0,705.0,288.0,7.8864,357300.0,NEAR BAY
+-122.27,37.9,52.0,2079.0,273.0,684.0,275.0,7.9556,374400.0,NEAR BAY
+-122.27,37.9,52.0,1803.0,240.0,572.0,236.0,6.174,358800.0,NEAR BAY
+-122.27,37.9,52.0,2041.0,270.0,671.0,253.0,6.9414,417500.0,NEAR BAY
+-122.27,37.89,52.0,3046.0,373.0,975.0,365.0,8.8342,430500.0,NEAR BAY
+-122.28,37.9,52.0,2318.0,328.0,779.0,312.0,7.1754,362900.0,NEAR BAY
+-122.28,37.9,52.0,2003.0,250.0,658.0,244.0,10.0825,397000.0,NEAR BAY
+-122.28,37.9,52.0,2261.0,328.0,819.0,335.0,4.9083,346800.0,NEAR BAY
+-122.28,37.89,52.0,1225.0,169.0,412.0,168.0,5.7912,327100.0,NEAR BAY
+-122.28,37.89,52.0,2315.0,408.0,835.0,369.0,4.5893,290100.0,NEAR BAY
+-122.28,37.89,52.0,2070.0,329.0,722.0,306.0,5.4171,292000.0,NEAR BAY
+-122.28,37.89,52.0,2616.0,473.0,1085.0,487.0,4.125,270900.0,NEAR BAY
+-122.27,37.89,52.0,2640.0,366.0,973.0,355.0,7.266,371100.0,NEAR BAY
+-122.27,37.89,52.0,1978.0,293.0,723.0,272.0,5.3989,335600.0,NEAR BAY
+-122.26,37.9,37.0,2220.0,335.0,903.0,362.0,7.8336,371300.0,NEAR BAY
+-122.25,37.89,41.0,1125.0,195.0,356.0,181.0,6.1593,344000.0,NEAR BAY
+-122.26,37.89,52.0,3078.0,494.0,1005.0,462.0,6.381,342200.0,NEAR BAY
+-122.26,37.89,52.0,3706.0,531.0,1205.0,504.0,6.6828,370900.0,NEAR BAY
+-122.25,37.89,37.0,3000.0,457.0,987.0,450.0,7.5385,350000.0,NEAR BAY
+-122.25,37.89,42.0,2863.0,460.0,1031.0,448.0,6.7138,368600.0,NEAR BAY
+-122.26,37.88,52.0,2551.0,417.0,894.0,404.0,6.2425,391800.0,NEAR BAY
+-122.26,37.88,52.0,2255.0,410.0,823.0,377.0,5.7979,415300.0,NEAR BAY
+-122.27,37.88,52.0,3360.0,648.0,1232.0,621.0,4.2813,284900.0,NEAR BAY
+-122.27,37.88,52.0,1693.0,391.0,669.0,367.0,3.5417,287500.0,NEAR BAY
+-122.27,37.88,44.0,2252.0,592.0,989.0,550.0,3.0132,272900.0,NEAR BAY
+-122.28,37.88,52.0,2495.0,491.0,1058.0,464.0,4.1429,259600.0,NEAR BAY
+-122.28,37.88,52.0,1193.0,200.0,506.0,207.0,4.1912,254500.0,NEAR BAY
+-122.28,37.88,52.0,1172.0,215.0,489.0,218.0,3.9167,235600.0,NEAR BAY
+-122.29,37.88,52.0,2159.0,424.0,824.0,388.0,3.8897,218400.0,NEAR BAY
+-122.29,37.88,48.0,2365.0,490.0,1034.0,475.0,3.1065,229200.0,NEAR BAY
+-122.29,37.88,46.0,1895.0,442.0,920.0,425.0,2.9926,192100.0,NEAR BAY
+-122.29,37.88,52.0,1650.0,395.0,841.0,380.0,3.556,179300.0,NEAR BAY
+-122.3,37.88,45.0,453.0,146.0,749.0,137.0,1.475,187500.0,NEAR BAY
+-122.3,37.88,52.0,409.0,97.0,208.0,98.0,1.6971,138800.0,NEAR BAY
+-122.3,37.87,10.0,503.0,118.0,228.0,100.0,2.1705,150000.0,NEAR BAY
+-122.3,37.86,50.0,499.0,127.0,287.0,128.0,2.75,140600.0,NEAR BAY
+-122.29,37.85,52.0,477.0,119.0,218.0,106.0,2.5682,120000.0,NEAR BAY
+-122.3,37.88,46.0,1647.0,376.0,854.0,355.0,2.9,144800.0,NEAR BAY
+-122.3,37.87,52.0,3123.0,749.0,1695.0,684.0,2.2208,144800.0,NEAR BAY
+-122.28,37.88,52.0,957.0,188.0,403.0,172.0,3.2344,245500.0,NEAR BAY
+-122.28,37.87,52.0,589.0,132.0,288.0,131.0,3.5156,200000.0,NEAR BAY
+-122.28,37.87,49.0,2026.0,548.0,963.0,521.0,1.9805,173700.0,NEAR BAY
+-122.29,37.87,50.0,1829.0,536.0,1129.0,516.0,2.6684,185600.0,NEAR BAY
+-122.29,37.87,52.0,895.0,198.0,386.0,204.0,3.875,182600.0,NEAR BAY
+-122.28,37.88,52.0,1909.0,416.0,811.0,406.0,3.006,227900.0,NEAR BAY
+-122.28,37.87,46.0,3022.0,696.0,1293.0,675.0,2.543,220700.0,NEAR BAY
+-122.28,37.87,46.0,1777.0,446.0,805.0,431.0,2.8676,212000.0,NEAR BAY
+-122.27,37.88,52.0,2803.0,930.0,1372.0,876.0,2.1907,271400.0,NEAR BAY
+-122.27,37.87,30.0,1465.0,439.0,862.0,425.0,1.7778,268800.0,NEAR BAY
+-122.27,37.88,37.0,2619.0,682.0,1152.0,616.0,2.52,277800.0,NEAR BAY
+-122.26,37.88,52.0,1149.0,255.0,483.0,249.0,4.2788,332500.0,NEAR BAY
+-122.26,37.88,52.0,2363.0,604.0,1558.0,573.0,2.944,338900.0,NEAR BAY
+-122.26,37.88,52.0,2604.0,837.0,1798.0,769.0,1.725,287500.0,NEAR BAY
+-122.25,37.87,41.0,685.0,141.0,266.0,123.0,5.2289,384600.0,NEAR BAY
+-122.25,37.87,42.0,1756.0,465.0,2184.0,422.0,2.5562,371400.0,NEAR BAY
+-122.25,37.87,52.0,1204.0,460.0,2016.0,477.0,0.949,350000.0,NEAR BAY
+-122.25,37.87,52.0,609.0,236.0,1349.0,250.0,1.1696,500001.0,NEAR BAY
+-122.26,37.87,52.0,1087.0,371.0,3337.0,350.0,1.4012,175000.0,NEAR BAY
+-122.26,37.87,52.0,2773.0,998.0,1721.0,949.0,1.1859,241700.0,NEAR BAY
+-122.27,37.87,35.0,3218.0,1108.0,1675.0,1000.0,1.7464,216700.0,NEAR BAY
+-122.27,37.87,49.0,1350.0,368.0,707.0,350.0,2.8846,211300.0,NEAR BAY
+-122.27,37.87,52.0,3084.0,698.0,1424.0,694.0,2.7372,210200.0,NEAR BAY
+-122.28,37.86,52.0,938.0,195.0,393.0,189.0,3.8594,196400.0,NEAR BAY
+-122.28,37.87,52.0,1813.0,353.0,828.0,339.0,3.5625,191700.0,NEAR BAY
+-122.28,37.87,52.0,1233.0,300.0,571.0,292.0,2.2788,182300.0,NEAR BAY
+-122.29,37.87,44.0,2539.0,755.0,1382.0,713.0,2.537,175000.0,NEAR BAY
+-122.29,37.87,46.0,1267.0,324.0,792.0,321.0,2.525,165900.0,NEAR BAY
+-122.29,37.86,52.0,1665.0,404.0,815.0,372.0,1.9946,156900.0,NEAR BAY
+-122.28,37.86,52.0,1659.0,367.0,788.0,346.0,2.8214,164300.0,NEAR BAY
+-122.29,37.87,52.0,2225.0,460.0,1145.0,430.0,2.6165,150000.0,NEAR BAY
+-122.29,37.86,50.0,2485.0,607.0,1354.0,563.0,1.9483,150500.0,NEAR BAY
+-122.28,37.86,52.0,2031.0,450.0,958.0,445.0,1.9327,169900.0,NEAR BAY
+-122.28,37.86,49.0,2932.0,668.0,1361.0,608.0,1.9798,147400.0,NEAR BAY
+-122.28,37.85,52.0,2246.0,472.0,1005.0,449.0,2.4167,152700.0,NEAR BAY
+-122.27,37.86,49.0,2052.0,435.0,924.0,414.0,2.5417,182700.0,NEAR BAY
+-122.28,37.86,52.0,1999.0,417.0,780.0,358.0,3.3906,179300.0,NEAR BAY
+-122.28,37.86,52.0,3007.0,691.0,1582.0,636.0,2.5652,157700.0,NEAR BAY
+-122.28,37.86,41.0,2214.0,550.0,1213.0,568.0,2.2845,153100.0,NEAR BAY
+-122.27,37.86,52.0,1088.0,305.0,486.0,267.0,2.6071,250000.0,NEAR BAY
+-122.27,37.86,52.0,834.0,186.0,494.0,175.0,3.15,206300.0,NEAR BAY
+-122.27,37.86,52.0,1769.0,372.0,849.0,365.0,2.6914,218800.0,NEAR BAY
+-122.27,37.86,52.0,2307.0,583.0,1127.0,548.0,1.8447,198200.0,NEAR BAY
+-122.26,37.86,35.0,5161.0,1744.0,3276.0,1742.0,1.6307,253600.0,NEAR BAY
+-122.26,37.86,52.0,3497.0,832.0,1493.0,794.0,2.9044,257400.0,NEAR BAY
+-122.26,37.86,52.0,3774.0,744.0,1461.0,679.0,2.9405,289500.0,NEAR BAY
+-122.26,37.86,52.0,2888.0,604.0,1253.0,538.0,3.3893,241700.0,NEAR BAY
+-122.25,37.86,48.0,2153.0,517.0,1656.0,459.0,3.0417,489600.0,NEAR BAY
+-122.25,37.86,52.0,1389.0,191.0,514.0,202.0,7.0897,446200.0,NEAR BAY
+-122.25,37.86,52.0,1709.0,318.0,719.0,295.0,5.0463,456300.0,NEAR BAY
+-122.25,37.86,52.0,1587.0,444.0,878.0,449.0,1.7652,336800.0,NEAR BAY
+-122.24,37.86,52.0,1668.0,225.0,517.0,214.0,7.8521,500001.0,NEAR BAY
+-122.24,37.85,52.0,3726.0,474.0,1366.0,496.0,9.3959,500001.0,NEAR BAY
+-122.25,37.86,52.0,4048.0,663.0,1316.0,590.0,5.3794,376900.0,NEAR BAY
+-122.26,37.85,52.0,3618.0,768.0,1508.0,755.0,3.2619,309600.0,NEAR BAY
+-122.27,37.85,52.0,4076.0,920.0,1800.0,815.0,2.7054,182300.0,NEAR BAY
+-122.27,37.85,47.0,2077.0,400.0,719.0,326.0,2.2431,172700.0,NEAR BAY
+-122.27,37.85,50.0,1279.0,300.0,675.0,255.0,1.9028,150800.0,NEAR BAY
+-122.27,37.85,52.0,1974.0,426.0,875.0,363.0,1.5817,153600.0,NEAR BAY
+-122.27,37.85,52.0,335.0,83.0,152.0,77.0,2.2841,106300.0,NEAR BAY
+-122.27,37.85,47.0,1375.0,307.0,843.0,319.0,1.3785,142300.0,NEAR BAY
+-122.28,37.85,52.0,610.0,145.0,281.0,132.0,2.9018,119400.0,NEAR BAY
+-122.28,37.85,44.0,1025.0,198.0,506.0,204.0,1.73,147900.0,NEAR BAY
+-122.28,37.85,48.0,2063.0,484.0,1054.0,466.0,2.2625,132900.0,NEAR BAY
+-122.29,37.84,35.0,1872.0,419.0,1017.0,414.0,2.2106,132500.0,NEAR BAY
+-122.28,37.83,52.0,3108.0,813.0,1623.0,765.0,2.6997,126900.0,NEAR BAY
+-122.3,37.84,14.0,7355.0,2408.0,3100.0,2051.0,4.0018,143800.0,NEAR BAY
+-122.23,37.83,52.0,2990.0,379.0,947.0,361.0,7.8772,500001.0,NEAR BAY
+-122.22,37.82,39.0,2492.0,310.0,808.0,315.0,11.8603,500001.0,NEAR BAY
+-122.22,37.82,42.0,2991.0,335.0,1018.0,335.0,13.499,500001.0,NEAR BAY
+-122.23,37.82,52.0,3242.0,366.0,1001.0,352.0,12.2138,500001.0,NEAR BAY
+-122.23,37.82,52.0,3051.0,381.0,1005.0,369.0,8.1872,466100.0,NEAR BAY
+-122.23,37.82,52.0,3494.0,396.0,1192.0,383.0,12.3804,500001.0,NEAR BAY
+-122.24,37.83,52.0,1757.0,246.0,585.0,227.0,5.8948,457800.0,NEAR BAY
+-122.24,37.83,52.0,2449.0,312.0,916.0,316.0,8.1194,471600.0,NEAR BAY
+-122.23,37.82,52.0,1611.0,203.0,556.0,179.0,8.7477,500001.0,NEAR BAY
+-122.24,37.82,52.0,3665.0,517.0,1470.0,520.0,6.155,398600.0,NEAR BAY
+-122.25,37.82,52.0,2474.0,403.0,1104.0,398.0,5.883,340700.0,NEAR BAY
+-122.23,37.76,52.0,3037.0,516.0,1242.0,518.0,5.2128,289900.0,NEAR BAY
+-122.23,37.76,52.0,2269.0,323.0,805.0,321.0,4.7188,335300.0,NEAR BAY
+-122.23,37.76,52.0,1316.0,177.0,378.0,162.0,5.2915,333000.0,NEAR BAY
+-122.24,37.77,52.0,1153.0,235.0,481.0,223.0,2.6411,241000.0,NEAR BAY
+-122.23,37.77,52.0,772.0,179.0,409.0,160.0,3.3214,189600.0,NEAR BAY
+-122.24,37.77,52.0,1711.0,386.0,885.0,373.0,3.6417,206300.0,NEAR BAY
+-122.25,37.77,52.0,2650.0,566.0,1468.0,567.0,3.0161,215700.0,NEAR BAY
+-122.25,37.77,52.0,1038.0,220.0,482.0,215.0,3.1771,210200.0,NEAR BAY
+-122.25,37.77,52.0,1527.0,320.0,825.0,264.0,3.4531,208800.0,NEAR BAY
+-122.25,37.77,52.0,859.0,157.0,429.0,158.0,4.3098,197900.0,NEAR BAY
+-122.26,37.78,52.0,970.0,217.0,528.0,208.0,3.3438,201300.0,NEAR BAY
+-122.26,37.78,52.0,1045.0,239.0,496.0,216.0,2.9213,190800.0,NEAR BAY
+-122.27,37.78,52.0,1408.0,280.0,718.0,265.0,2.6806,207900.0,NEAR BAY
+-122.27,37.78,52.0,1222.0,264.0,630.0,265.0,3.7708,215300.0,NEAR BAY
+-122.27,37.78,45.0,1169.0,263.0,723.0,286.0,3.9444,212900.0,NEAR BAY
+-122.27,37.78,13.0,2020.0,535.0,959.0,486.0,5.2601,292700.0,NEAR BAY
+-122.28,37.79,30.0,4145.0,869.0,3668.0,855.0,2.5444,275000.0,NEAR BAY
+-122.3,37.77,42.0,2038.0,368.0,2037.0,355.0,2.6447,200000.0,NEAR BAY
+-122.28,37.78,29.0,5154.0,,3741.0,1273.0,2.5762,173400.0,NEAR BAY
+-122.29,37.78,42.0,1241.0,309.0,821.0,300.0,1.9427,102200.0,NEAR BAY
+-122.28,37.77,52.0,1468.0,363.0,870.0,347.0,2.9688,220800.0,NEAR BAY
+-122.28,37.77,27.0,3997.0,1073.0,1901.0,966.0,3.75,242800.0,NEAR BAY
+-122.29,37.76,18.0,2873.0,763.0,1243.0,663.0,5.1702,265400.0,NEAR BAY
+-122.28,37.78,50.0,1487.0,306.0,730.0,327.0,2.5139,219000.0,NEAR BAY
+-122.26,37.77,52.0,1670.0,350.0,793.0,299.0,2.9732,282100.0,NEAR BAY
+-122.27,37.77,52.0,2252.0,388.0,1033.0,434.0,5.5337,372000.0,NEAR BAY
+-122.27,37.77,52.0,1731.0,377.0,872.0,363.0,4.1667,225800.0,NEAR BAY
+-122.27,37.77,52.0,1710.0,481.0,849.0,457.0,2.7115,220800.0,NEAR BAY
+-122.27,37.77,52.0,2388.0,559.0,1121.0,518.0,3.3269,234500.0,NEAR BAY
+-122.25,37.77,52.0,2156.0,458.0,872.0,445.0,3.2685,254200.0,NEAR BAY
+-122.26,37.77,52.0,1565.0,315.0,637.0,297.0,4.7778,351800.0,NEAR BAY
+-122.26,37.77,52.0,1704.0,371.0,663.0,340.0,4.226,275000.0,NEAR BAY
+-122.26,37.77,52.0,1210.0,168.0,411.0,172.0,3.3571,405400.0,NEAR BAY
+-122.26,37.77,52.0,2097.0,444.0,915.0,413.0,2.9899,228100.0,NEAR BAY
+-122.26,37.77,52.0,1848.0,479.0,921.0,477.0,2.875,234000.0,NEAR BAY
+-122.24,37.77,43.0,955.0,284.0,585.0,266.0,2.3882,162500.0,NEAR BAY
+-122.25,37.77,43.0,4329.0,1110.0,2086.0,1053.0,2.975,243400.0,NEAR BAY
+-122.23,37.76,52.0,3011.0,542.0,1303.0,535.0,5.1039,273800.0,NEAR BAY
+-122.23,37.76,52.0,1049.0,185.0,374.0,176.0,4.1458,248500.0,NEAR BAY
+-122.24,37.76,52.0,2504.0,516.0,979.0,472.0,3.4762,244000.0,NEAR BAY
+-122.24,37.76,52.0,1846.0,471.0,827.0,446.0,2.6833,240900.0,NEAR BAY
+-122.23,37.76,52.0,1705.0,246.0,658.0,253.0,5.75,306300.0,NEAR BAY
+-122.23,37.75,50.0,1542.0,289.0,654.0,268.0,3.9632,240000.0,NEAR BAY
+-122.24,37.75,45.0,891.0,,384.0,146.0,4.9489,247100.0,NEAR BAY
+-122.24,37.75,27.0,4051.0,753.0,1499.0,797.0,4.8711,286600.0,NEAR BAY
+-122.24,37.76,52.0,2646.0,581.0,1128.0,522.0,3.0718,266700.0,NEAR BAY
+-122.24,37.76,49.0,2428.0,525.0,1110.0,492.0,3.6719,229800.0,NEAR BAY
+-122.24,37.76,52.0,2567.0,436.0,1119.0,415.0,4.6094,229300.0,NEAR BAY
+-122.24,37.73,21.0,7031.0,1249.0,2930.0,1235.0,4.5213,228400.0,NEAR BAY
+-122.25,37.74,25.0,1914.0,365.0,897.0,390.0,4.4562,206200.0,NEAR BAY
+-122.24,37.72,5.0,18634.0,2885.0,7427.0,2718.0,7.611,350700.0,NEAR BAY
+-122.27,37.73,31.0,5785.0,1379.0,2973.0,1312.0,3.2689,231000.0,NEAR BAY
+-122.25,37.76,52.0,2876.0,648.0,1340.0,632.0,3.567,252900.0,NEAR BAY
+-122.27,37.74,28.0,6909.0,1554.0,2974.0,1484.0,3.6875,353900.0,NEAR BAY
+-122.27,37.77,23.0,5679.0,1270.0,2690.0,1151.0,4.7695,291700.0,NEAR BAY
+-122.28,37.75,20.0,1156.0,365.0,583.0,326.0,3.1972,100000.0,NEAR BAY
+-122.06,37.77,12.0,14316.0,2045.0,5781.0,2007.0,7.2634,341600.0,NEAR BAY
+-122.06,37.73,5.0,3596.0,467.0,1738.0,512.0,7.0568,412500.0,NEAR BAY
+-122.06,37.71,36.0,3541.0,570.0,1478.0,529.0,4.635,248600.0,NEAR BAY
+-122.07,37.71,40.0,1808.0,302.0,746.0,270.0,5.3015,254900.0,NEAR BAY
+-122.07,37.71,36.0,2879.0,480.0,1235.0,455.0,4.9801,241500.0,NEAR BAY
+-122.07,37.72,26.0,3204.0,477.0,1411.0,484.0,5.4834,295200.0,NEAR BAY
+-122.08,37.72,31.0,3866.0,531.0,1368.0,521.0,6.187,340400.0,NEAR BAY
+-122.08,37.72,32.0,2476.0,368.0,1048.0,367.0,5.6194,274700.0,NEAR BAY
+-122.08,37.71,35.0,2211.0,350.0,1004.0,365.0,5.4639,238600.0,NEAR BAY
+-122.09,37.71,35.0,2663.0,387.0,1086.0,367.0,5.1498,266400.0,NEAR BAY
+-122.1,37.72,30.0,2599.0,366.0,922.0,350.0,5.8382,330200.0,NEAR BAY
+-122.11,37.71,36.0,4569.0,824.0,1950.0,819.0,4.65,206800.0,NEAR BAY
+-122.1,37.7,25.0,2973.0,622.0,1413.0,595.0,4.3819,209200.0,NEAR BAY
+-122.1,37.69,30.0,3115.0,625.0,1444.0,568.0,3.7222,195800.0,NEAR BAY
+-122.09,37.71,31.0,1843.0,282.0,749.0,269.0,5.2855,253500.0,NEAR BAY
+-122.09,37.7,31.0,2053.0,336.0,867.0,329.0,4.3375,241800.0,NEAR BAY
+-122.1,37.71,27.0,6740.0,1073.0,2723.0,1035.0,5.2131,252500.0,NEAR BAY
+-122.09,37.7,30.0,1751.0,269.0,731.0,263.0,6.005,263900.0,NEAR BAY
+-122.08,37.71,38.0,1663.0,295.0,781.0,301.0,5.0519,227000.0,NEAR BAY
+-122.08,37.71,38.0,3716.0,657.0,1784.0,652.0,4.8237,220900.0,NEAR BAY
+-122.08,37.7,32.0,2718.0,447.0,1156.0,410.0,5.2497,259300.0,NEAR BAY
+-122.07,37.7,39.0,1420.0,272.0,645.0,277.0,4.125,232500.0,NEAR BAY
+-122.06,37.7,37.0,1893.0,310.0,821.0,315.0,4.6005,231600.0,NEAR BAY
+-122.06,37.7,33.0,3906.0,790.0,1912.0,770.0,3.5187,209400.0,NEAR BAY
+-122.07,37.7,32.0,3400.0,736.0,1487.0,694.0,3.0,223200.0,NEAR BAY
+-122.08,37.7,25.0,3402.0,758.0,1645.0,710.0,3.4934,209900.0,NEAR BAY
+-122.09,37.7,33.0,4413.0,1107.0,2239.0,1051.0,2.9861,208200.0,NEAR BAY
+-122.07,37.69,29.0,2304.0,618.0,1021.0,552.0,2.5362,203800.0,NEAR BAY
+-122.08,37.69,36.0,2350.0,499.0,1105.0,467.0,3.3021,195700.0,NEAR BAY
+-122.07,37.69,31.0,5914.0,1309.0,2999.0,1295.0,3.0964,190500.0,NEAR BAY
+-122.08,37.69,43.0,1575.0,324.0,740.0,284.0,2.8512,181000.0,NEAR BAY
+-122.08,37.69,42.0,1414.0,274.0,629.0,244.0,3.3478,184900.0,NEAR BAY
+-122.08,37.68,37.0,848.0,202.0,314.0,205.0,2.3958,190800.0,NEAR BAY
+-122.08,37.68,15.0,3051.0,685.0,1479.0,668.0,3.5295,242200.0,NEAR BAY
+-122.09,37.69,20.0,4296.0,817.0,1732.0,800.0,4.8036,188300.0,NEAR BAY
+-122.15,37.74,52.0,2898.0,557.0,1338.0,550.0,3.851,183500.0,NEAR BAY
+-122.14,37.74,52.0,1071.0,201.0,440.0,192.0,4.0662,204200.0,NEAR BAY
+-122.14,37.73,51.0,2619.0,403.0,922.0,393.0,4.6042,251900.0,NEAR BAY
+-122.15,37.74,49.0,1494.0,316.0,611.0,288.0,2.2,187500.0,NEAR BAY
+-122.16,37.73,52.0,2260.0,416.0,994.0,412.0,4.1164,198200.0,NEAR BAY
+-122.15,37.74,52.0,1394.0,223.0,545.0,230.0,3.95,219000.0,NEAR BAY
+-122.15,37.73,52.0,1028.0,129.0,317.0,143.0,4.9135,275000.0,NEAR BAY
+-122.15,37.73,45.0,3758.0,819.0,1573.0,736.0,2.8355,245400.0,NEAR BAY
+-122.17,37.73,46.0,2163.0,470.0,925.0,435.0,3.25,177500.0,NEAR BAY
+-122.16,37.73,49.0,1699.0,408.0,768.0,385.0,2.8301,171600.0,NEAR BAY
+-122.17,37.73,52.0,1555.0,289.0,620.0,292.0,3.7159,183300.0,NEAR BAY
+-122.16,37.73,52.0,1114.0,206.0,425.0,207.0,2.5625,175000.0,NEAR BAY
+-122.18,37.72,45.0,1498.0,313.0,1003.0,305.0,3.8047,156700.0,NEAR BAY
+-122.18,37.71,45.0,726.0,147.0,519.0,135.0,3.375,157500.0,NEAR BAY
+-122.17,37.71,38.0,890.0,200.0,481.0,198.0,3.244,179800.0,NEAR BAY
+-122.18,37.7,36.0,2639.0,533.0,1209.0,519.0,4.0268,205500.0,NEAR BAY
+-122.18,37.7,35.0,2562.0,554.0,1398.0,525.0,3.3906,178900.0,NEAR BAY
+-122.19,37.71,36.0,361.0,69.0,158.0,58.0,5.5461,262500.0,NEAR BAY
+-122.17,37.72,42.0,3008.0,659.0,1817.0,664.0,3.371,165000.0,NEAR BAY
+-122.17,37.72,46.0,1369.0,284.0,766.0,289.0,3.5313,159700.0,NEAR BAY
+-122.17,37.72,5.0,1692.0,398.0,814.0,328.0,3.663,158300.0,NEAR BAY
+-122.16,37.72,38.0,1007.0,245.0,618.0,239.0,2.875,144800.0,NEAR BAY
+-122.17,37.72,43.0,3783.0,814.0,2139.0,789.0,4.0202,166300.0,NEAR BAY
+-122.16,37.71,37.0,1507.0,242.0,632.0,253.0,4.5553,191000.0,NEAR BAY
+-122.16,37.71,36.0,666.0,132.0,366.0,134.0,3.4643,175000.0,NEAR BAY
+-122.16,37.72,10.0,2229.0,601.0,877.0,485.0,3.3431,137500.0,NEAR BAY
+-122.15,37.73,28.0,2215.0,587.0,830.0,573.0,2.1898,141700.0,NEAR BAY
+-122.15,37.72,31.0,1616.0,372.0,739.0,379.0,2.9097,210900.0,NEAR BAY
+-122.15,37.72,47.0,1190.0,251.0,540.0,266.0,3.375,198300.0,NEAR BAY
+-122.15,37.72,29.0,4169.0,1047.0,2024.0,962.0,2.8125,157400.0,NEAR BAY
+-122.14,37.73,52.0,2024.0,320.0,823.0,334.0,5.0,264700.0,NEAR BAY
+-122.14,37.73,38.0,1723.0,394.0,711.0,353.0,3.0673,218400.0,NEAR BAY
+-122.14,37.73,43.0,2264.0,390.0,931.0,368.0,3.8125,235100.0,NEAR BAY
+-122.13,37.73,33.0,1996.0,268.0,686.0,270.0,6.9096,341800.0,NEAR BAY
+-122.13,37.72,26.0,2862.0,394.0,1030.0,397.0,7.912,367300.0,NEAR BAY
+-122.13,37.72,35.0,2183.0,383.0,976.0,392.0,3.8393,243500.0,NEAR BAY
+-122.12,37.71,35.0,1037.0,207.0,552.0,210.0,4.0,167900.0,NEAR BAY
+-122.13,37.72,25.0,1134.0,153.0,340.0,171.0,6.5095,371200.0,NEAR BAY
+-122.14,37.72,39.0,786.0,132.0,288.0,132.0,3.5156,218900.0,NEAR BAY
+-122.14,37.72,45.0,1397.0,253.0,555.0,248.0,2.983,202700.0,NEAR BAY
+-122.13,37.72,45.0,2315.0,451.0,1006.0,444.0,3.524,186200.0,NEAR BAY
+-122.13,37.71,44.0,1613.0,339.0,776.0,346.0,3.1103,188900.0,NEAR BAY
+-122.13,37.71,44.0,1421.0,298.0,609.0,270.0,3.5781,180000.0,NEAR BAY
+-122.15,37.71,18.0,5778.0,1526.0,2441.0,1352.0,3.1682,202700.0,NEAR BAY
+-122.14,37.71,27.0,3094.0,866.0,1364.0,789.0,2.6101,181700.0,NEAR BAY
+-122.14,37.71,18.0,3905.0,1007.0,2197.0,1044.0,3.6932,166800.0,NEAR BAY
+-122.13,37.7,43.0,3046.0,557.0,1333.0,544.0,3.4583,183700.0,NEAR BAY
+-122.13,37.7,19.0,3516.0,710.0,1810.0,703.0,3.9032,218000.0,NEAR BAY
+-122.15,37.71,36.0,998.0,178.0,531.0,183.0,4.0208,191500.0,NEAR BAY
+-122.15,37.7,36.0,1464.0,244.0,672.0,261.0,3.5547,194700.0,NEAR BAY
+-122.14,37.7,17.0,1463.0,292.0,695.0,330.0,4.5859,187200.0,NEAR BAY
+-122.13,37.7,21.0,4124.0,1054.0,2162.0,998.0,2.6321,223100.0,NEAR BAY
+-122.13,37.69,17.0,2380.0,769.0,1216.0,643.0,3.395,271300.0,NEAR BAY
+-122.14,37.7,36.0,1266.0,228.0,606.0,239.0,3.9702,194100.0,NEAR BAY
+-122.16,37.7,36.0,2239.0,391.0,1203.0,379.0,5.0043,190400.0,NEAR BAY
+-122.14,37.69,38.0,1571.0,317.0,874.0,301.0,4.4659,189100.0,NEAR BAY
+-122.15,37.69,38.0,1246.0,221.0,637.0,222.0,3.6625,184600.0,NEAR BAY
+-122.15,37.69,36.0,1501.0,287.0,703.0,276.0,3.8864,197300.0,NEAR BAY
+-122.15,37.7,36.0,1468.0,252.0,733.0,229.0,3.4583,192600.0,NEAR BAY
+-122.16,37.69,36.0,1118.0,219.0,625.0,228.0,3.7813,192200.0,NEAR BAY
+-122.16,37.7,36.0,1097.0,208.0,568.0,225.0,2.9917,194600.0,NEAR BAY
+-122.16,37.7,36.0,1719.0,303.0,836.0,311.0,4.4375,193500.0,NEAR BAY
+-122.17,37.7,24.0,1755.0,365.0,952.0,362.0,4.0,202600.0,NEAR BAY
+-122.16,37.68,16.0,1687.0,348.0,568.0,352.0,2.3869,83300.0,NEAR BAY
+-122.17,37.69,24.0,2262.0,391.0,1125.0,366.0,4.7609,212600.0,NEAR BAY
+-122.18,37.68,5.0,2087.0,407.0,840.0,401.0,5.4858,187800.0,NEAR BAY
+-122.16,37.69,36.0,1480.0,278.0,796.0,283.0,4.3971,205700.0,NEAR BAY
+-122.15,37.69,36.0,1545.0,273.0,863.0,267.0,4.0109,192900.0,NEAR BAY
+-122.15,37.68,35.0,2632.0,447.0,1349.0,486.0,4.3864,205200.0,NEAR BAY
+-122.15,37.68,30.0,2261.0,443.0,929.0,383.0,4.2841,213400.0,NEAR BAY
+-122.15,37.69,39.0,1670.0,308.0,957.0,335.0,5.1312,183600.0,NEAR BAY
+-122.14,37.69,37.0,2141.0,535.0,1093.0,555.0,2.9958,178400.0,NEAR BAY
+-122.14,37.68,27.0,3337.0,613.0,1489.0,607.0,3.6364,219200.0,NEAR BAY
+-122.14,37.68,31.0,3184.0,716.0,1561.0,628.0,2.7955,183100.0,NEAR BAY
+-122.1,37.69,44.0,2341.0,500.0,1256.0,485.0,2.9507,157100.0,NEAR BAY
+-122.12,37.69,30.0,1197.0,269.0,695.0,279.0,3.4375,157800.0,NEAR BAY
+-122.13,37.69,34.0,1131.0,278.0,560.0,237.0,2.875,161700.0,NEAR BAY
+-122.12,37.71,38.0,1164.0,284.0,632.0,289.0,3.0345,152100.0,NEAR BAY
+-122.12,37.7,41.0,3495.0,787.0,1849.0,750.0,2.679,144900.0,NEAR BAY
+-122.12,37.7,17.0,2488.0,617.0,1287.0,538.0,2.9922,179900.0,NEAR BAY
+-122.12,37.69,35.0,2681.0,508.0,1580.0,536.0,4.1042,179100.0,NEAR BAY
+-122.12,37.7,19.0,2495.0,635.0,1571.0,579.0,2.5833,159900.0,NEAR BAY
+-122.11,37.7,23.0,1689.0,461.0,828.0,443.0,2.1552,161400.0,NEAR BAY
+-122.11,37.7,29.0,1298.0,306.0,835.0,338.0,2.3274,170400.0,NEAR BAY
+-122.11,37.7,19.0,2693.0,789.0,1765.0,724.0,2.4206,137500.0,NEAR BAY
+-122.1,37.69,41.0,746.0,,387.0,161.0,3.9063,178400.0,NEAR BAY
+-122.11,37.69,37.0,2444.0,651.0,1562.0,618.0,2.6464,155200.0,NEAR BAY
+-122.11,37.69,42.0,1472.0,310.0,768.0,309.0,3.4643,160900.0,NEAR BAY
+-122.12,37.69,10.0,2227.0,560.0,1140.0,472.0,2.3973,167300.0,NEAR BAY
+-122.03,37.69,20.0,200.0,25.0,83.0,31.0,6.5,340000.0,NEAR BAY
+-121.97,37.64,32.0,1283.0,194.0,485.0,171.0,6.0574,431000.0,<1H OCEAN
+-122.02,37.63,6.0,2445.0,590.0,1189.0,573.0,3.8958,301100.0,NEAR BAY
+-122.04,37.63,21.0,1307.0,236.0,586.0,249.0,4.7813,241900.0,NEAR BAY
+-122.05,37.63,5.0,3785.0,936.0,2240.0,792.0,3.2829,162500.0,NEAR BAY
+-122.04,37.66,10.0,2031.0,357.0,867.0,352.0,5.3169,299200.0,NEAR BAY
+-122.04,37.65,10.0,8299.0,1326.0,3827.0,1288.0,6.2579,315500.0,NEAR BAY
+-122.05,37.68,23.0,7518.0,1279.0,3827.0,1294.0,5.1701,216800.0,NEAR BAY
+-122.07,37.68,36.0,1815.0,426.0,1280.0,431.0,3.25,218100.0,NEAR BAY
+-122.06,37.68,30.0,5367.0,1207.0,2667.0,1047.0,3.1796,170300.0,NEAR BAY
+-122.08,37.68,26.0,1167.0,370.0,253.0,137.0,2.4196,275000.0,NEAR BAY
+-122.08,37.68,26.0,2607.0,682.0,1401.0,607.0,2.6563,184100.0,NEAR BAY
+-122.08,37.67,29.0,493.0,168.0,233.0,152.0,0.9637,160000.0,NEAR BAY
+-122.09,37.67,48.0,1252.0,305.0,673.0,308.0,2.3357,175000.0,NEAR BAY
+-122.09,37.68,41.0,1382.0,353.0,704.0,314.0,3.5114,197500.0,NEAR BAY
+-122.09,37.69,43.0,500.0,110.0,273.0,120.0,3.3125,150000.0,NEAR BAY
+-122.09,37.68,29.0,2333.0,538.0,1120.0,540.0,2.4042,205600.0,NEAR BAY
+-122.09,37.68,41.0,1834.0,463.0,1105.0,467.0,2.8322,170300.0,NEAR BAY
+-122.09,37.68,43.0,1415.0,348.0,569.0,293.0,2.5156,190900.0,NEAR BAY
+-122.1,37.68,37.0,1352.0,342.0,691.0,324.0,3.4032,196900.0,NEAR BAY
+-122.1,37.68,37.0,2116.0,503.0,1109.0,448.0,2.535,174000.0,NEAR BAY
+-122.11,37.68,37.0,1976.0,481.0,1197.0,465.0,2.5772,170200.0,NEAR BAY
+-122.1,37.68,38.0,1779.0,413.0,1061.0,400.0,3.0962,180900.0,NEAR BAY
+-122.1,37.67,34.0,3659.0,897.0,2479.0,903.0,2.9564,150500.0,NEAR BAY
+-122.1,37.68,31.0,1892.0,428.0,1162.0,389.0,3.125,167100.0,NEAR BAY
+-122.12,37.68,35.0,1958.0,484.0,1146.0,448.0,2.95,148900.0,NEAR BAY
+-122.12,37.68,40.0,1553.0,253.0,724.0,267.0,4.38,196400.0,NEAR BAY
+-122.12,37.68,37.0,2412.0,394.0,975.0,375.0,4.0417,191100.0,NEAR BAY
+-122.11,37.67,36.0,2110.0,389.0,952.0,370.0,3.8,187500.0,NEAR BAY
+-122.12,37.68,45.0,2179.0,401.0,1159.0,399.0,3.4839,180600.0,NEAR BAY
+-122.13,37.68,45.0,2457.0,445.0,1129.0,422.0,4.0588,182800.0,NEAR BAY
+-122.13,37.68,44.0,2147.0,399.0,1175.0,401.0,4.1974,179300.0,NEAR BAY
+-122.13,37.68,43.0,1676.0,340.0,924.0,328.0,3.6,179400.0,NEAR BAY
+-122.14,37.68,35.0,2976.0,518.0,1424.0,538.0,4.267,210300.0,NEAR BAY
+-122.14,37.67,34.0,3036.0,533.0,1366.0,500.0,4.2386,192300.0,NEAR BAY
+-122.15,37.67,35.0,2472.0,398.0,1171.0,390.0,5.5797,198100.0,NEAR BAY
+-122.14,37.67,36.0,1487.0,249.0,641.0,243.0,4.0682,196200.0,NEAR BAY
+-122.13,37.67,38.0,2012.0,347.0,880.0,332.0,3.1734,181600.0,NEAR BAY
+-122.14,37.67,37.0,3342.0,,1635.0,557.0,4.7933,186900.0,NEAR BAY
+-122.14,37.67,37.0,3156.0,534.0,1495.0,543.0,4.8125,188300.0,NEAR BAY
+-122.13,37.67,40.0,1748.0,318.0,914.0,317.0,3.8676,184000.0,NEAR BAY
+-122.12,37.67,33.0,3429.0,681.0,1798.0,694.0,3.9395,184700.0,NEAR BAY
+-122.13,37.67,42.0,3592.0,703.0,1625.0,665.0,3.2434,179900.0,NEAR BAY
+-122.11,37.67,38.0,1035.0,247.0,599.0,224.0,3.0917,167200.0,NEAR BAY
+-122.11,37.67,32.0,3028.0,811.0,2037.0,703.0,3.0645,165400.0,NEAR BAY
+-122.09,37.67,33.0,2431.0,655.0,1854.0,603.0,2.7019,154000.0,NEAR BAY
+-122.09,37.67,39.0,2069.0,500.0,1408.0,478.0,3.1115,153500.0,NEAR BAY
+-122.09,37.66,40.0,1340.0,313.0,766.0,271.0,3.4722,135400.0,NEAR BAY
+-122.09,37.66,39.0,1160.0,259.0,725.0,274.0,2.2222,158300.0,NEAR BAY
+-122.05,37.68,32.0,2015.0,318.0,1019.0,340.0,6.1104,240700.0,NEAR BAY
+-122.06,37.67,22.0,3882.0,816.0,1830.0,743.0,4.2733,180700.0,NEAR BAY
+-122.07,37.67,27.0,3239.0,671.0,1469.0,616.0,3.2465,230600.0,NEAR BAY
+-122.07,37.67,28.0,2932.0,739.0,1198.0,624.0,3.2417,210800.0,NEAR BAY
+-122.07,37.67,38.0,2104.0,409.0,1039.0,394.0,3.875,165300.0,NEAR BAY
+-122.04,37.67,29.0,1694.0,251.0,690.0,242.0,6.0501,254200.0,NEAR BAY
+-122.04,37.67,18.0,3000.0,419.0,1155.0,415.0,6.8233,332600.0,NEAR BAY
+-122.04,37.66,23.0,2419.0,348.0,1066.0,384.0,6.3501,350000.0,NEAR BAY
+-122.07,37.66,28.0,2280.0,610.0,1255.0,587.0,2.6719,161200.0,NEAR BAY
+-122.07,37.66,21.0,5031.0,1168.0,2461.0,1042.0,3.875,179300.0,NEAR BAY
+-122.08,37.66,33.0,1547.0,372.0,1063.0,356.0,2.5625,154300.0,NEAR BAY
+-122.07,37.65,31.0,3300.0,790.0,2181.0,740.0,3.016,161800.0,NEAR BAY
+-122.08,37.65,17.0,5018.0,1439.0,3069.0,1299.0,2.7694,161900.0,NEAR BAY
+-122.08,37.65,35.0,1813.0,393.0,1093.0,374.0,3.6818,165400.0,NEAR BAY
+-122.08,37.66,37.0,1997.0,436.0,1349.0,437.0,2.1382,166600.0,NEAR BAY
+-122.1,37.66,37.0,901.0,191.0,599.0,206.0,3.7303,149700.0,NEAR BAY
+-122.1,37.66,35.0,686.0,142.0,480.0,149.0,3.875,162100.0,NEAR BAY
+-122.1,37.66,33.0,1954.0,464.0,1293.0,448.0,3.0489,152600.0,NEAR BAY
+-122.09,37.65,27.0,2630.0,722.0,1414.0,634.0,2.8203,195200.0,NEAR BAY
+-122.09,37.65,35.0,1130.0,192.0,543.0,184.0,4.3897,190600.0,NEAR BAY
+-122.09,37.65,35.0,1184.0,200.0,572.0,194.0,4.7143,193800.0,NEAR BAY
+-122.1,37.66,34.0,656.0,115.0,342.0,112.0,4.6875,200600.0,NEAR BAY
+-122.11,37.66,29.0,2544.0,643.0,2332.0,603.0,3.2091,150000.0,NEAR BAY
+-122.1,37.66,36.0,1305.0,225.0,768.0,234.0,4.275,185300.0,NEAR BAY
+-122.11,37.66,36.0,1755.0,316.0,913.0,299.0,4.1302,172700.0,NEAR BAY
+-122.11,37.66,35.0,2843.0,652.0,1726.0,643.0,3.09,174100.0,NEAR BAY
+-122.1,37.65,25.0,2538.0,494.0,1185.0,501.0,4.5417,194400.0,NEAR BAY
+-122.1,37.64,28.0,1784.0,311.0,735.0,278.0,4.6635,206700.0,NEAR BAY
+-122.1,37.65,31.0,1797.0,327.0,796.0,319.0,4.4427,204500.0,NEAR BAY
+-122.1,37.65,36.0,410.0,76.0,252.0,82.0,4.5303,175000.0,NEAR BAY
+-122.12,37.65,26.0,162.0,27.0,86.0,25.0,2.375,137500.0,NEAR BAY
+-122.1,37.63,18.0,9963.0,2031.0,5613.0,1946.0,3.8171,187200.0,NEAR BAY
+-122.1,37.61,35.0,2361.0,458.0,1727.0,467.0,4.5281,173600.0,NEAR BAY
+-122.13,37.66,19.0,862.0,167.0,407.0,183.0,4.3456,163000.0,NEAR BAY
+-122.11,37.65,18.0,4335.0,808.0,2041.0,734.0,3.4861,331600.0,NEAR BAY
+-122.11,37.64,31.0,1487.0,280.0,854.0,301.0,5.2312,197600.0,NEAR BAY
+-122.11,37.64,8.0,3592.0,849.0,1907.0,746.0,3.6708,197900.0,NEAR BAY
+-122.12,37.64,40.0,432.0,102.0,264.0,77.0,3.8875,228100.0,NEAR BAY
+-122.09,37.63,34.0,1457.0,242.0,735.0,249.0,3.9167,189500.0,NEAR BAY
+-122.09,37.64,32.0,1578.0,284.0,836.0,292.0,3.9063,184200.0,NEAR BAY
+-122.1,37.63,29.0,2172.0,435.0,1377.0,408.0,3.7895,180900.0,NEAR BAY
+-122.08,37.64,36.0,1340.0,245.0,789.0,248.0,3.8,172000.0,NEAR BAY
+-122.08,37.64,36.0,1116.0,199.0,662.0,226.0,5.7309,177900.0,NEAR BAY
+-122.09,37.64,36.0,1885.0,307.0,853.0,271.0,4.1141,173100.0,NEAR BAY
+-122.09,37.64,36.0,1180.0,212.0,664.0,200.0,5.2838,172600.0,NEAR BAY
+-122.08,37.64,30.0,5267.0,1253.0,4065.0,1113.0,3.3479,182100.0,NEAR BAY
+-122.08,37.64,23.0,1897.0,440.0,1109.0,418.0,3.142,179500.0,NEAR BAY
+-122.08,37.63,31.0,767.0,171.0,548.0,185.0,3.7614,176000.0,NEAR BAY
+-122.08,37.63,33.0,691.0,127.0,431.0,149.0,4.25,192600.0,NEAR BAY
+-122.08,37.64,36.0,786.0,133.0,463.0,160.0,3.9338,182700.0,NEAR BAY
+-122.07,37.64,22.0,5861.0,1516.0,5436.0,1463.0,2.5158,134900.0,NEAR BAY
+-122.07,37.63,27.0,2784.0,723.0,2028.0,693.0,2.4808,157600.0,NEAR BAY
+-122.07,37.64,25.0,4524.0,860.0,2426.0,862.0,4.7083,190900.0,NEAR BAY
+-122.06,37.64,37.0,1468.0,304.0,1038.0,282.0,4.1652,158200.0,NEAR BAY
+-122.06,37.64,20.0,1655.0,450.0,857.0,430.0,3.5541,350000.0,NEAR BAY
+-122.06,37.65,33.0,1227.0,286.0,848.0,291.0,3.8036,158200.0,NEAR BAY
+-122.06,37.64,33.0,1160.0,252.0,729.0,220.0,3.8259,146100.0,NEAR BAY
+-122.04,37.63,33.0,952.0,172.0,369.0,159.0,3.2331,226700.0,NEAR BAY
+-122.03,37.62,35.0,2072.0,352.0,1001.0,350.0,4.7109,198700.0,NEAR BAY
+-122.03,37.62,32.0,2964.0,547.0,1472.0,527.0,4.2468,221200.0,NEAR BAY
+-122.04,37.62,35.0,1032.0,173.0,453.0,176.0,6.396,208500.0,NEAR BAY
+-122.04,37.62,35.0,657.0,118.0,328.0,134.0,3.8125,204200.0,NEAR BAY
+-122.04,37.62,32.0,1540.0,324.0,793.0,302.0,3.2857,193200.0,NEAR BAY
+-122.03,37.62,35.0,1298.0,236.0,632.0,204.0,3.8929,209500.0,NEAR BAY
+-122.03,37.61,36.0,1409.0,271.0,1002.0,281.0,3.7262,164900.0,NEAR BAY
+-122.03,37.61,37.0,1383.0,259.0,808.0,241.0,4.0125,161400.0,NEAR BAY
+-122.04,37.61,36.0,1151.0,216.0,727.0,215.0,4.1719,187000.0,NEAR BAY
+-122.04,37.62,35.0,899.0,179.0,455.0,185.0,4.2857,190400.0,NEAR BAY
+-122.08,37.63,37.0,1793.0,364.0,1534.0,346.0,3.6458,156600.0,NEAR BAY
+-122.08,37.62,17.0,2485.0,518.0,1139.0,550.0,2.6875,157300.0,NEAR BAY
+-122.07,37.63,35.0,1931.0,376.0,1175.0,337.0,3.7292,168100.0,NEAR BAY
+-122.07,37.63,24.0,2329.0,465.0,1401.0,453.0,4.5913,177600.0,NEAR BAY
+-122.06,37.63,12.0,6711.0,1374.0,3388.0,1289.0,3.8625,208900.0,NEAR BAY
+-122.06,37.63,23.0,1939.0,356.0,841.0,364.0,3.3611,169200.0,NEAR BAY
+-122.05,37.61,16.0,1642.0,346.0,705.0,351.0,2.8971,163900.0,NEAR BAY
+-122.08,37.63,34.0,1619.0,293.0,1148.0,310.0,4.0326,164700.0,NEAR BAY
+-122.08,37.63,35.0,517.0,108.0,391.0,107.0,4.0682,156900.0,NEAR BAY
+-122.09,37.63,36.0,1570.0,274.0,992.0,249.0,5.3644,168800.0,NEAR BAY
+-122.09,37.63,35.0,1213.0,221.0,790.0,243.0,4.7019,174100.0,NEAR BAY
+-122.08,37.62,27.0,1826.0,309.0,1016.0,313.0,5.64,206500.0,NEAR BAY
+-122.08,37.61,26.0,2261.0,443.0,1039.0,395.0,3.7931,203900.0,NEAR BAY
+-121.99,37.61,9.0,3666.0,711.0,2341.0,703.0,4.6458,217000.0,<1H OCEAN
+-122.02,37.6,36.0,1633.0,345.0,1382.0,338.0,3.694,159600.0,NEAR BAY
+-122.02,37.6,31.0,2155.0,522.0,1858.0,437.0,2.652,159800.0,NEAR BAY
+-122.02,37.6,32.0,1295.0,280.0,1156.0,300.0,3.5,154300.0,NEAR BAY
+-122.02,37.6,32.0,1295.0,295.0,1097.0,328.0,3.2386,149600.0,NEAR BAY
+-122.03,37.61,33.0,1518.0,302.0,831.0,268.0,5.097,188600.0,NEAR BAY
+-122.04,37.6,17.0,3314.0,638.0,1873.0,602.0,4.3875,238500.0,NEAR BAY
+-122.06,37.6,22.0,3009.0,497.0,1640.0,514.0,4.625,235300.0,NEAR BAY
+-122.08,37.61,6.0,2605.0,474.0,1568.0,433.0,5.0406,261400.0,NEAR BAY
+-122.06,37.6,17.0,5159.0,832.0,3174.0,817.0,5.8704,234400.0,NEAR BAY
+-122.06,37.6,18.0,1726.0,276.0,1186.0,310.0,5.3226,231700.0,NEAR BAY
+-122.08,37.59,16.0,1816.0,365.0,1367.0,355.0,4.235,156300.0,NEAR BAY
+-122.07,37.59,13.0,2578.0,551.0,1680.0,528.0,4.825,222000.0,NEAR BAY
+-122.08,37.58,15.0,2576.0,418.0,1657.0,410.0,5.5218,254400.0,NEAR BAY
+-122.07,37.58,16.0,1644.0,251.0,1033.0,267.0,6.5116,244300.0,NEAR BAY
+-122.07,37.58,16.0,1606.0,240.0,1117.0,268.0,6.0661,247000.0,NEAR BAY
+-122.08,37.58,16.0,3349.0,544.0,2003.0,488.0,6.0074,236500.0,NEAR BAY
+-122.07,37.59,15.0,3475.0,686.0,2568.0,653.0,4.6211,151400.0,NEAR BAY
+-122.07,37.58,16.0,1893.0,338.0,1461.0,344.0,5.225,213700.0,NEAR BAY
+-122.04,37.59,14.0,1727.0,302.0,1116.0,273.0,5.3428,243600.0,NEAR BAY
+-122.05,37.59,15.0,6243.0,1273.0,3163.0,1274.0,3.7462,212500.0,NEAR BAY
+-122.03,37.6,24.0,2077.0,383.0,1488.0,389.0,4.5721,214700.0,NEAR BAY
+-122.02,37.59,18.0,1165.0,333.0,855.0,319.0,3.6923,213200.0,NEAR BAY
+-122.03,37.59,16.0,4371.0,889.0,2530.0,817.0,4.6786,256000.0,NEAR BAY
+-122.01,37.59,2.0,838.0,295.0,240.0,149.0,2.875,237500.0,NEAR BAY
+-122.02,37.58,15.0,3052.0,760.0,2097.0,728.0,3.3617,178100.0,NEAR BAY
+-122.01,37.58,17.0,4313.0,717.0,2629.0,721.0,5.7579,231800.0,NEAR BAY
+-122.09,37.6,36.0,385.0,94.0,295.0,92.0,2.9706,147900.0,NEAR BAY
+-122.08,37.6,10.0,3046.0,678.0,2056.0,628.0,3.9022,191700.0,NEAR BAY
+-121.97,37.57,21.0,4342.0,783.0,2172.0,789.0,4.6146,247600.0,<1H OCEAN
+-121.96,37.58,15.0,3575.0,597.0,1777.0,559.0,5.7192,283500.0,<1H OCEAN
+-121.98,37.58,20.0,4126.0,1031.0,2079.0,975.0,3.6832,216900.0,<1H OCEAN
+-121.99,37.58,31.0,2878.0,478.0,1276.0,485.0,6.2073,282500.0,<1H OCEAN
+-122.0,37.58,6.0,4405.0,717.0,2071.0,688.0,5.8151,295600.0,<1H OCEAN
+-122.01,37.57,14.0,16199.0,2993.0,8117.0,2847.0,5.8322,281800.0,NEAR BAY
+-122.04,37.58,14.0,14917.0,2708.0,8012.0,2606.0,5.6277,269800.0,NEAR BAY
+-122.04,37.57,12.0,5719.0,1064.0,3436.0,1057.0,5.2879,231200.0,NEAR BAY
+-122.07,37.57,8.0,8647.0,1407.0,5019.0,1379.0,6.5615,318300.0,NEAR BAY
+-122.06,37.58,15.0,8112.0,1376.0,4576.0,1348.0,5.6758,253400.0,NEAR BAY
+-122.05,37.57,7.0,10648.0,1818.0,6075.0,1797.0,6.1047,278200.0,NEAR BAY
+-121.93,37.49,5.0,1150.0,311.0,648.0,245.0,3.5714,300000.0,<1H OCEAN
+-122.07,37.52,3.0,14014.0,2861.0,7205.0,2753.0,6.0824,273500.0,NEAR BAY
+-122.02,37.56,23.0,4332.0,857.0,2461.0,829.0,4.3594,223400.0,NEAR BAY
+-122.02,37.56,35.0,1716.0,312.0,914.0,316.0,5.5737,214500.0,NEAR BAY
+-122.03,37.56,31.0,4981.0,964.0,2841.0,924.0,4.8962,220200.0,NEAR BAY
+-122.03,37.56,24.0,8444.0,1492.0,4446.0,1491.0,4.6978,240300.0,NEAR BAY
+-122.01,37.56,6.0,3028.0,778.0,1531.0,736.0,4.4259,158000.0,NEAR BAY
+-122.01,37.55,26.0,2068.0,532.0,1434.0,495.0,3.3008,224200.0,NEAR BAY
+-122.02,37.55,33.0,1325.0,274.0,909.0,267.0,4.5687,177200.0,NEAR BAY
+-122.01,37.56,24.0,2563.0,485.0,1174.0,501.0,3.8179,216100.0,NEAR BAY
+-121.99,37.56,18.0,5505.0,1005.0,2641.0,971.0,5.0,269700.0,<1H OCEAN
+-121.99,37.56,20.0,6462.0,1294.0,3288.0,1235.0,4.3393,231200.0,<1H OCEAN
+-121.96,37.55,4.0,3746.0,993.0,1606.0,838.0,4.1387,162500.0,<1H OCEAN
+-121.97,37.56,13.0,8918.0,1823.0,4518.0,1772.0,4.8052,254000.0,<1H OCEAN
+-121.97,37.54,31.0,1949.0,344.0,986.0,322.0,4.6349,196200.0,<1H OCEAN
+-121.97,37.55,17.0,4924.0,1247.0,3080.0,1182.0,3.168,189400.0,<1H OCEAN
+-121.98,37.54,17.0,5133.0,1375.0,3386.0,1339.0,3.1326,220800.0,<1H OCEAN
+-121.99,37.55,16.0,6647.0,2098.0,4649.0,1903.0,2.9074,213800.0,<1H OCEAN
+-121.94,37.56,15.0,5674.0,748.0,2412.0,714.0,8.3996,442900.0,<1H OCEAN
+-121.95,37.55,21.0,10687.0,1540.0,4552.0,1520.0,6.6478,333400.0,<1H OCEAN
+-121.93,37.54,25.0,1354.0,192.0,596.0,220.0,6.629,352400.0,<1H OCEAN
+-121.94,37.54,27.0,3715.0,526.0,1631.0,538.0,6.2179,305300.0,<1H OCEAN
+-121.94,37.53,33.0,2095.0,342.0,941.0,304.0,5.761,259600.0,<1H OCEAN
+-121.95,37.54,29.0,3517.0,645.0,1724.0,585.0,4.6641,248900.0,<1H OCEAN
+-121.94,37.54,31.0,2537.0,382.0,1067.0,410.0,6.7599,356000.0,<1H OCEAN
+-121.96,37.54,14.0,5106.0,1207.0,2738.0,1108.0,3.9909,236000.0,<1H OCEAN
+-121.96,37.53,23.0,2215.0,475.0,1278.0,492.0,4.2955,218800.0,<1H OCEAN
+-121.96,37.53,28.0,2949.0,529.0,1538.0,545.0,4.9615,228000.0,<1H OCEAN
+-121.96,37.53,18.0,2375.0,652.0,1252.0,586.0,2.6198,235900.0,<1H OCEAN
+-121.97,37.54,28.0,2312.0,496.0,1344.0,467.0,4.7135,203200.0,<1H OCEAN
+-121.97,37.53,35.0,2277.0,420.0,1353.0,413.0,4.75,197000.0,<1H OCEAN
+-121.97,37.53,26.0,2506.0,387.0,1273.0,406.0,5.4299,236400.0,<1H OCEAN
+-121.98,37.53,28.0,2829.0,566.0,1610.0,540.0,4.6,223200.0,<1H OCEAN
+-121.98,37.53,26.0,3179.0,703.0,2142.0,639.0,4.1947,222700.0,<1H OCEAN
+-121.99,37.54,26.0,2332.0,371.0,1285.0,404.0,5.388,225000.0,<1H OCEAN
+-121.99,37.54,18.0,3584.0,715.0,1673.0,661.0,3.9444,240100.0,<1H OCEAN
+-121.99,37.54,28.0,3046.0,507.0,1772.0,516.0,5.3283,227900.0,<1H OCEAN
+-121.99,37.55,28.0,2414.0,415.0,1106.0,453.0,4.8403,268600.0,<1H OCEAN
+-122.0,37.54,29.0,4133.0,744.0,2023.0,749.0,5.1616,275100.0,<1H OCEAN
+-122.01,37.55,34.0,2791.0,495.0,1276.0,468.0,4.9167,256300.0,NEAR BAY
+-122.0,37.55,27.0,6103.0,1249.0,3026.0,1134.0,4.1591,332400.0,<1H OCEAN
+-122.01,37.54,32.0,2572.0,406.0,1128.0,395.0,5.0,287600.0,NEAR BAY
+-122.0,37.54,26.0,1910.0,371.0,852.0,357.0,5.8325,298900.0,<1H OCEAN
+-122.01,37.53,27.0,1890.0,303.0,889.0,314.0,5.7057,287600.0,NEAR BAY
+-121.99,37.53,25.0,5405.0,939.0,2831.0,923.0,5.0423,222200.0,<1H OCEAN
+-121.97,37.52,26.0,3761.0,623.0,1776.0,613.0,4.5317,232600.0,<1H OCEAN
+-121.97,37.51,25.0,3333.0,511.0,1671.0,504.0,5.4359,258300.0,<1H OCEAN
+-121.97,37.52,23.0,4925.0,948.0,2530.0,894.0,5.0824,230900.0,<1H OCEAN
+-121.95,37.52,33.0,3994.0,764.0,2721.0,763.0,5.2308,196900.0,<1H OCEAN
+-121.96,37.51,22.0,5811.0,1125.0,3215.0,1086.0,4.4107,223500.0,<1H OCEAN
+-121.96,37.52,26.0,4211.0,741.0,2352.0,734.0,5.2396,223900.0,<1H OCEAN
+-121.93,37.53,27.0,5532.0,973.0,2855.0,960.0,4.7478,243500.0,<1H OCEAN
+-121.92,37.53,7.0,28258.0,3864.0,12203.0,3701.0,8.4045,451100.0,<1H OCEAN
+-121.89,37.49,9.0,4909.0,577.0,1981.0,591.0,9.7194,500001.0,<1H OCEAN
+-121.92,37.49,10.0,7441.0,1588.0,3571.0,1466.0,5.1643,193100.0,<1H OCEAN
+-121.92,37.48,23.0,4314.0,676.0,1972.0,623.0,5.3813,264400.0,<1H OCEAN
+-121.92,37.47,26.0,2016.0,322.0,1105.0,357.0,6.0878,246900.0,<1H OCEAN
+-121.91,37.47,13.0,5377.0,744.0,2759.0,760.0,6.868,337300.0,<1H OCEAN
+-122.03,37.55,22.0,9167.0,1373.0,4319.0,1404.0,6.992,284800.0,NEAR BAY
+-122.03,37.55,26.0,3087.0,532.0,1597.0,483.0,4.9118,217300.0,NEAR BAY
+-122.04,37.55,23.0,3170.0,532.0,1446.0,515.0,4.4357,291700.0,NEAR BAY
+-122.04,37.54,26.0,2145.0,369.0,1285.0,377.0,4.9464,223800.0,NEAR BAY
+-122.05,37.54,25.0,4209.0,731.0,2568.0,703.0,5.2882,223100.0,NEAR BAY
+-122.05,37.55,23.0,4247.0,835.0,2357.0,823.0,5.1321,211300.0,NEAR BAY
+-122.04,37.53,25.0,4458.0,922.0,2998.0,890.0,3.9667,218500.0,NEAR BAY
+-122.04,37.5,17.0,407.0,97.0,307.0,100.0,3.1696,156300.0,NEAR BAY
+-122.06,37.54,20.0,6483.0,1068.0,3526.0,1060.0,5.0838,248200.0,NEAR BAY
+-122.03,37.54,35.0,1867.0,343.0,1213.0,338.0,4.8214,186000.0,NEAR BAY
+-122.03,37.54,6.0,2918.0,672.0,1911.0,639.0,4.1406,178200.0,NEAR BAY
+-122.04,37.53,34.0,2316.0,478.0,1524.0,467.0,3.7364,190400.0,NEAR BAY
+-122.02,37.54,31.0,1240.0,264.0,719.0,236.0,3.535,210300.0,NEAR BAY
+-122.03,37.54,16.0,4458.0,856.0,3038.0,870.0,5.0739,208000.0,NEAR BAY
+-122.03,37.53,18.0,1746.0,437.0,1268.0,404.0,3.256,183300.0,NEAR BAY
+-122.01,37.53,19.0,4572.0,712.0,2346.0,709.0,6.0667,245700.0,NEAR BAY
+-122.02,37.53,21.0,4280.0,673.0,2216.0,681.0,5.7072,242200.0,NEAR BAY
+-122.0,37.51,7.0,6352.0,1390.0,3223.0,1316.0,4.9867,181700.0,<1H OCEAN
+-121.92,37.72,4.0,7477.0,1576.0,2937.0,1506.0,5.1437,299400.0,<1H OCEAN
+-121.92,37.72,22.0,4638.0,716.0,2302.0,687.0,5.347,219500.0,<1H OCEAN
+-121.91,37.71,25.0,4377.0,668.0,2038.0,671.0,5.7233,231800.0,<1H OCEAN
+-121.93,37.72,26.0,3816.0,637.0,1935.0,642.0,4.4697,221300.0,<1H OCEAN
+-121.93,37.72,26.0,2806.0,459.0,1453.0,444.0,4.9107,213800.0,<1H OCEAN
+-121.93,37.71,26.0,4822.0,845.0,2288.0,805.0,4.2281,206000.0,<1H OCEAN
+-121.94,37.71,15.0,6473.0,1027.0,2484.0,970.0,5.0143,271100.0,<1H OCEAN
+-121.96,37.71,6.0,8072.0,1050.0,3386.0,1062.0,7.2494,336500.0,<1H OCEAN
+-121.92,37.64,46.0,1280.0,209.0,512.0,208.0,5.1406,315600.0,INLAND
+-121.93,37.66,24.0,3166.0,424.0,1081.0,400.0,8.3337,500001.0,<1H OCEAN
+-121.92,37.69,13.0,3742.0,555.0,1590.0,559.0,7.316,285400.0,<1H OCEAN
+-121.9,37.66,18.0,7397.0,1137.0,3126.0,1115.0,6.4994,323000.0,INLAND
+-121.92,37.68,23.0,1655.0,223.0,706.0,219.0,7.2211,291900.0,<1H OCEAN
+-121.93,37.7,3.0,2456.0,582.0,793.0,456.0,4.4087,225600.0,<1H OCEAN
+-121.91,37.69,23.0,2179.0,308.0,926.0,299.0,5.9345,259600.0,<1H OCEAN
+-121.91,37.68,20.0,1804.0,254.0,831.0,260.0,6.177,262900.0,<1H OCEAN
+-121.91,37.68,18.0,3631.0,547.0,1700.0,520.0,5.817,257300.0,<1H OCEAN
+-121.91,37.69,18.0,2876.0,423.0,1395.0,427.0,6.3132,259200.0,<1H OCEAN
+-121.89,37.68,12.0,7490.0,1207.0,3329.0,1136.0,6.3373,339700.0,<1H OCEAN
+-121.88,37.68,23.0,2234.0,270.0,854.0,286.0,7.333,337200.0,INLAND
+-121.89,37.68,22.0,1898.0,239.0,734.0,245.0,6.2918,334100.0,<1H OCEAN
+-121.88,37.67,16.0,4070.0,624.0,1543.0,577.0,6.5214,311500.0,INLAND
+-121.88,37.67,25.0,2244.0,301.0,937.0,324.0,6.4524,296900.0,INLAND
+-121.89,37.67,20.0,2948.0,471.0,1181.0,474.0,6.0604,247900.0,INLAND
+-121.89,37.67,19.0,2034.0,288.0,852.0,295.0,6.5285,300400.0,INLAND
+-121.9,37.67,15.0,2130.0,273.0,876.0,285.0,7.2639,332400.0,<1H OCEAN
+-121.9,37.67,7.0,9540.0,1294.0,3926.0,1229.0,7.4353,389800.0,<1H OCEAN
+-121.88,37.66,29.0,2702.0,680.0,1360.0,642.0,3.1127,233000.0,INLAND
+-121.87,37.66,39.0,522.0,116.0,161.0,102.0,2.4896,238500.0,INLAND
+-121.87,37.66,52.0,775.0,134.0,315.0,123.0,5.0677,233300.0,INLAND
+-121.89,37.66,3.0,1565.0,464.0,769.0,461.0,2.1187,231300.0,INLAND
+-121.88,37.64,20.0,1309.0,184.0,514.0,172.0,10.9506,475800.0,INLAND
+-121.87,37.57,13.0,5519.0,833.0,2444.0,825.0,7.0691,393200.0,<1H OCEAN
+-121.87,37.67,10.0,4337.0,800.0,1813.0,743.0,5.5,247200.0,INLAND
+-121.87,37.67,28.0,1812.0,294.0,853.0,278.0,4.9879,229400.0,INLAND
+-121.85,37.68,4.0,4719.0,741.0,1895.0,742.0,6.8132,282500.0,INLAND
+-121.85,37.66,14.0,4236.0,701.0,1833.0,663.0,5.6399,300600.0,INLAND
+-121.86,37.66,22.0,3634.0,664.0,1699.0,640.0,4.1597,293200.0,INLAND
+-121.87,37.66,27.0,1569.0,242.0,583.0,214.0,5.7519,278500.0,INLAND
+-121.84,37.66,13.0,13182.0,2074.0,4847.0,1950.0,5.6417,352900.0,INLAND
+-121.85,37.72,43.0,228.0,40.0,83.0,42.0,10.3203,400000.0,INLAND
+-121.82,37.73,47.0,127.0,23.0,51.0,21.0,4.3472,375000.0,INLAND
+-121.86,37.7,13.0,9621.0,1344.0,4389.0,1391.0,6.6827,313700.0,INLAND
+-121.89,37.69,4.0,6159.0,1510.0,2649.0,1241.0,3.62,139300.0,<1H OCEAN
+-121.77,37.65,16.0,4290.0,554.0,1952.0,576.0,7.3588,327500.0,INLAND
+-121.62,37.61,26.0,1786.0,306.0,771.0,279.0,5.7239,430600.0,INLAND
+-121.61,37.77,32.0,404.0,74.0,144.0,58.0,4.2083,125000.0,INLAND
+-121.72,37.7,17.0,1671.0,352.0,729.0,252.0,6.1023,450000.0,INLAND
+-121.73,37.71,12.0,5608.0,1049.0,2595.0,1067.0,3.9864,200200.0,INLAND
+-121.75,37.71,11.0,12070.0,2220.0,5826.0,2125.0,4.8624,192400.0,INLAND
+-121.77,37.74,25.0,494.0,81.0,254.0,85.0,9.1531,418800.0,INLAND
+-121.8,37.7,22.0,5533.0,943.0,2474.0,910.0,4.7361,216800.0,INLAND
+-121.8,37.69,17.0,3956.0,639.0,2222.0,662.0,5.4324,215500.0,INLAND
+-121.82,37.69,12.0,1906.0,351.0,802.0,319.0,4.9375,227700.0,INLAND
+-121.76,37.69,29.0,3433.0,711.0,1919.0,709.0,3.3841,184400.0,INLAND
+-121.77,37.68,36.0,1687.0,372.0,950.0,372.0,3.5532,158400.0,INLAND
+-121.78,37.69,34.0,2358.0,498.0,1157.0,461.0,3.3618,174600.0,INLAND
+-121.78,37.69,35.0,2853.0,588.0,1761.0,572.0,4.3533,168400.0,INLAND
+-121.79,37.69,25.0,6296.0,1082.0,3200.0,1047.0,4.5357,188400.0,INLAND
+-121.76,37.7,9.0,3980.0,736.0,1705.0,679.0,5.7068,256700.0,INLAND
+-121.75,37.69,26.0,2647.0,536.0,1422.0,522.0,3.7212,183800.0,INLAND
+-121.75,37.68,35.0,1755.0,299.0,702.0,263.0,5.2443,183400.0,INLAND
+-121.76,37.68,35.0,1864.0,357.0,1189.0,349.0,4.2361,177500.0,INLAND
+-121.76,37.68,32.0,1078.0,207.0,555.0,197.0,3.1856,186900.0,INLAND
+-121.73,37.68,17.0,20354.0,3493.0,8768.0,3293.0,5.4496,238900.0,INLAND
+-121.78,37.68,17.0,3112.0,872.0,1392.0,680.0,3.0222,172500.0,INLAND
+-121.77,37.68,44.0,495.0,112.0,277.0,109.0,2.6667,179200.0,INLAND
+-121.76,37.68,52.0,2157.0,418.0,929.0,419.0,3.7301,204400.0,INLAND
+-121.77,37.68,41.0,1501.0,299.0,629.0,288.0,4.6806,209400.0,INLAND
+-121.77,37.67,20.0,8068.0,1217.0,3489.0,1259.0,5.7907,264200.0,INLAND
+-121.76,37.67,6.0,3023.0,518.0,1225.0,468.0,6.3705,350000.0,INLAND
+-121.78,37.67,26.0,2211.0,344.0,1024.0,321.0,5.2649,199800.0,INLAND
+-121.79,37.67,26.0,2163.0,339.0,947.0,346.0,6.0797,211000.0,INLAND
+-121.78,37.67,28.0,1773.0,278.0,804.0,269.0,4.8571,201100.0,INLAND
+-121.78,37.66,25.0,1947.0,418.0,900.0,354.0,3.8523,193000.0,INLAND
+-121.79,37.66,22.0,14701.0,2210.0,6693.0,2232.0,5.98,245000.0,INLAND
+-119.78,38.69,17.0,1364.0,282.0,338.0,152.0,2.45,117600.0,INLAND
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+-122.02,38.02,44.0,1465.0,247.0,817.0,237.0,4.8693,156900.0,NEAR BAY
+-122.0,38.03,4.0,2341.0,408.0,1235.0,431.0,6.0424,165900.0,INLAND
+-122.14,38.02,44.0,1625.0,432.0,825.0,385.0,2.0523,133900.0,NEAR BAY
+-122.14,38.03,42.0,118.0,34.0,54.0,30.0,2.5795,225000.0,NEAR BAY
+-122.13,38.02,52.0,2378.0,508.0,940.0,451.0,2.9583,166000.0,NEAR BAY
+-122.13,38.01,48.0,2123.0,494.0,859.0,474.0,1.8523,144800.0,NEAR BAY
+-122.14,38.01,50.0,1760.0,341.0,741.0,316.0,4.5,178300.0,NEAR BAY
+-122.13,38.01,51.0,1262.0,309.0,608.0,298.0,2.1974,139300.0,NEAR BAY
+-122.13,38.0,33.0,2821.0,652.0,1206.0,640.0,2.5481,150800.0,NEAR BAY
+-122.16,38.02,40.0,1800.0,290.0,761.0,277.0,5.1265,196100.0,NEAR BAY
+-122.11,38.01,39.0,1313.0,306.0,575.0,231.0,3.1711,116100.0,NEAR BAY
+-122.11,38.01,41.0,1345.0,272.0,718.0,283.0,3.3831,129400.0,NEAR BAY
+-122.12,38.0,20.0,6992.0,1404.0,3221.0,1334.0,4.2042,166400.0,NEAR BAY
+-122.12,38.01,50.0,1300.0,263.0,691.0,239.0,3.9519,126500.0,NEAR BAY
+-122.12,38.01,50.0,1738.0,355.0,837.0,363.0,3.609,135700.0,NEAR BAY
+-122.12,38.01,42.0,2225.0,367.0,864.0,381.0,4.1189,172400.0,NEAR BAY
+-122.09,38.02,37.0,1742.0,339.0,1128.0,345.0,3.8824,113700.0,NEAR BAY
+-122.1,38.02,28.0,4308.0,824.0,2086.0,776.0,3.6523,159700.0,NEAR BAY
+-122.07,38.0,37.0,978.0,202.0,462.0,184.0,3.625,156300.0,NEAR BAY
+-122.09,38.0,6.0,10191.0,1882.0,4377.0,1789.0,5.2015,204200.0,NEAR BAY
+-122.11,38.0,9.0,3424.0,583.0,1460.0,543.0,5.76,212600.0,NEAR BAY
+-122.08,37.99,19.0,4657.0,739.0,1914.0,732.0,5.0509,199900.0,NEAR BAY
+-122.09,37.99,19.0,3073.0,506.0,1773.0,493.0,5.4496,205400.0,NEAR BAY
+-122.11,37.99,16.0,3913.0,710.0,1782.0,676.0,5.1297,206700.0,NEAR BAY
+-122.11,37.99,10.0,2864.0,514.0,1300.0,507.0,4.3875,287700.0,NEAR BAY
+-122.08,37.97,9.0,2643.0,439.0,1105.0,467.0,6.6579,245200.0,NEAR BAY
+-122.09,37.97,5.0,5303.0,779.0,2017.0,727.0,6.9961,294100.0,NEAR BAY
+-122.11,37.98,11.0,4371.0,679.0,1790.0,660.0,6.135,297300.0,NEAR BAY
+-122.09,37.98,14.0,5381.0,871.0,2296.0,872.0,5.6875,211000.0,NEAR BAY
+-122.12,37.99,33.0,1660.0,277.0,741.0,261.0,4.675,225400.0,NEAR BAY
+-122.1,37.97,18.0,4326.0,655.0,1753.0,646.0,5.6931,269600.0,NEAR BAY
+-122.1,37.96,20.0,3796.0,650.0,1679.0,611.0,4.3571,228200.0,NEAR BAY
+-122.1,37.96,25.0,1374.0,206.0,569.0,235.0,6.3699,235500.0,NEAR BAY
+-122.07,37.99,28.0,3310.0,574.0,1811.0,597.0,4.5401,166900.0,NEAR BAY
+-122.07,37.98,12.0,6915.0,1639.0,2940.0,1468.0,4.0154,186100.0,NEAR BAY
+-122.07,37.97,20.0,1705.0,353.0,856.0,341.0,3.7262,211800.0,NEAR BAY
+-122.07,37.96,34.0,1692.0,290.0,836.0,289.0,5.0172,197100.0,NEAR BAY
+-122.06,37.96,37.0,1784.0,313.0,788.0,304.0,4.2917,189600.0,NEAR BAY
+-122.08,37.96,21.0,9135.0,1534.0,3748.0,1502.0,6.0859,266000.0,NEAR BAY
+-122.06,37.95,36.0,2213.0,386.0,950.0,370.0,4.7386,186400.0,NEAR BAY
+-122.07,37.95,39.0,2199.0,388.0,1025.0,385.0,4.5893,190000.0,NEAR BAY
+-122.08,37.95,24.0,3173.0,548.0,1351.0,536.0,5.0672,243000.0,NEAR BAY
+-122.08,37.95,33.0,1043.0,157.0,425.0,148.0,4.8702,235600.0,NEAR BAY
+-122.07,37.96,37.0,1217.0,199.0,552.0,194.0,5.0445,196200.0,NEAR BAY
+-122.06,37.96,10.0,7136.0,1691.0,2959.0,1507.0,3.9816,182000.0,NEAR BAY
+-122.05,37.95,34.0,1408.0,277.0,738.0,269.0,4.175,169400.0,NEAR BAY
+-122.05,37.94,22.0,4162.0,1194.0,1804.0,1185.0,2.5459,179300.0,NEAR BAY
+-122.06,37.94,19.0,4005.0,972.0,1896.0,893.0,2.5268,235700.0,NEAR BAY
+-122.07,37.94,36.0,2639.0,488.0,1111.0,476.0,3.5057,205100.0,NEAR BAY
+-122.07,37.94,30.0,1260.0,276.0,707.0,221.0,2.892,220800.0,NEAR BAY
+-122.08,37.93,35.0,4043.0,689.0,1832.0,662.0,5.0761,233200.0,NEAR BAY
+-122.08,37.94,44.0,2185.0,357.0,943.0,366.0,4.725,232100.0,NEAR BAY
+-122.07,37.94,43.0,1454.0,234.0,683.0,258.0,4.475,265700.0,NEAR BAY
+-122.09,37.95,32.0,1339.0,209.0,601.0,209.0,6.0265,247900.0,NEAR BAY
+-122.09,37.94,29.0,6895.0,1022.0,2634.0,1022.0,6.1922,273200.0,NEAR BAY
+-122.04,38.0,16.0,3077.0,733.0,1447.0,709.0,3.2484,91100.0,NEAR BAY
+-122.04,37.99,32.0,1504.0,279.0,749.0,267.0,3.2,134500.0,NEAR BAY
+-122.04,37.99,36.0,2765.0,495.0,1478.0,441.0,4.125,136200.0,NEAR BAY
+-122.05,37.97,16.0,60.0,10.0,65.0,19.0,6.1359,250000.0,NEAR BAY
+-122.06,37.99,16.0,2445.0,469.0,721.0,474.0,2.8043,87500.0,NEAR BAY
+-122.06,37.99,17.0,1319.0,316.0,384.0,269.0,1.8229,137500.0,NEAR BAY
+-122.05,38.0,36.0,2476.0,472.0,1213.0,393.0,3.7333,136400.0,NEAR BAY
+-122.05,38.0,16.0,1085.0,217.0,356.0,232.0,2.3462,75000.0,NEAR BAY
+-122.03,37.98,16.0,1209.0,477.0,627.0,482.0,1.3894,156300.0,NEAR BAY
+-122.04,37.97,10.0,974.0,316.0,631.0,286.0,2.3152,140600.0,NEAR BAY
+-122.03,38.0,25.0,3577.0,581.0,1753.0,593.0,5.7295,178300.0,NEAR BAY
+-122.03,38.01,27.0,3228.0,562.0,1666.0,588.0,4.5707,175900.0,NEAR BAY
+-122.04,37.99,38.0,2675.0,541.0,1378.0,480.0,3.8897,139900.0,NEAR BAY
+-122.03,37.98,45.0,2842.0,567.0,1261.0,535.0,3.6042,138200.0,NEAR BAY
+-122.02,38.0,28.0,2965.0,533.0,1591.0,472.0,4.6375,178200.0,NEAR BAY
+-122.03,37.99,35.0,3103.0,537.0,1614.0,566.0,4.9022,169300.0,NEAR BAY
+-122.02,37.99,37.0,2247.0,416.0,1237.0,397.0,4.45,161900.0,NEAR BAY
+-122.03,37.99,37.0,1755.0,327.0,882.0,350.0,4.59,166600.0,NEAR BAY
+-122.03,37.98,44.0,1254.0,252.0,498.0,217.0,3.4531,148900.0,NEAR BAY
+-122.01,37.98,25.0,1476.0,336.0,777.0,297.0,3.5179,165500.0,NEAR BAY
+-122.01,37.98,29.0,2001.0,373.0,956.0,370.0,4.317,194000.0,NEAR BAY
+-122.0,37.98,32.0,1013.0,169.0,436.0,173.0,5.1118,226900.0,INLAND
+-122.0,37.97,27.0,2491.0,428.0,1171.0,431.0,5.1021,202800.0,INLAND
+-122.01,37.97,32.0,3012.0,527.0,1288.0,512.0,3.6449,211500.0,NEAR BAY
+-122.02,37.98,40.0,1797.0,401.0,756.0,369.0,2.8456,165500.0,NEAR BAY
+-122.02,37.98,37.0,1474.0,343.0,782.0,331.0,3.4187,161700.0,NEAR BAY
+-122.0,37.99,28.0,4035.0,641.0,1881.0,659.0,5.4607,192300.0,INLAND
+-122.0,37.98,31.0,2030.0,337.0,867.0,341.0,5.0915,193200.0,INLAND
+-121.99,37.98,23.0,2293.0,411.0,969.0,399.0,4.4536,184000.0,INLAND
+-121.99,37.97,28.0,2839.0,428.0,1372.0,443.0,6.2135,217200.0,INLAND
+-122.0,37.98,35.0,1192.0,201.0,535.0,172.0,4.9219,182000.0,INLAND
+-122.0,37.98,36.0,404.0,77.0,237.0,88.0,4.525,161300.0,INLAND
+-122.01,37.98,34.0,1256.0,267.0,638.0,252.0,4.0507,161000.0,NEAR BAY
+-122.01,37.99,28.0,1900.0,401.0,918.0,351.0,3.7841,144900.0,NEAR BAY
+-121.95,37.96,18.0,2739.0,393.0,1072.0,374.0,6.1436,259500.0,INLAND
+-121.97,37.97,27.0,1691.0,289.0,807.0,296.0,6.1168,210500.0,INLAND
+-121.97,37.97,24.0,1330.0,183.0,656.0,205.0,5.0092,244100.0,INLAND
+-121.97,37.96,28.0,1433.0,290.0,877.0,313.0,4.7891,184800.0,INLAND
+-121.96,37.96,28.0,1838.0,273.0,899.0,270.0,5.2145,229200.0,INLAND
+-121.96,37.95,7.0,3418.0,740.0,1583.0,676.0,3.6133,196100.0,INLAND
+-121.98,37.96,22.0,2987.0,,1420.0,540.0,3.65,204100.0,INLAND
+-121.97,37.97,26.0,1977.0,264.0,817.0,273.0,5.7512,240200.0,INLAND
+-121.98,37.97,26.0,2714.0,390.0,1232.0,409.0,5.9617,231100.0,INLAND
+-121.98,37.97,26.0,2738.0,428.0,1316.0,430.0,5.2442,213200.0,INLAND
+-121.99,37.97,22.0,2823.0,509.0,1271.0,474.0,5.1333,207200.0,INLAND
+-121.99,37.97,30.0,3320.0,589.0,1470.0,543.0,4.6071,184100.0,INLAND
+-122.0,37.96,32.0,3364.0,666.0,1980.0,678.0,3.7,179000.0,INLAND
+-122.0,37.96,28.0,4071.0,713.0,2033.0,647.0,4.5833,190700.0,INLAND
+-121.96,37.95,13.0,3216.0,765.0,1627.0,715.0,3.0859,167800.0,INLAND
+-121.97,37.95,8.0,4253.0,709.0,1883.0,662.0,5.431,246700.0,INLAND
+-121.98,37.96,12.0,5048.0,1122.0,2209.0,1014.0,3.1573,126700.0,INLAND
+-121.99,37.96,16.0,3324.0,479.0,1470.0,461.0,7.6166,260400.0,INLAND
+-121.99,37.96,17.0,2756.0,423.0,1228.0,426.0,5.5872,200600.0,INLAND
+-121.98,37.95,14.0,6290.0,854.0,2724.0,820.0,6.7371,267400.0,INLAND
+-121.98,37.95,16.0,2984.0,406.0,1317.0,397.0,6.7821,265900.0,INLAND
+-122.01,37.97,34.0,3259.0,498.0,1250.0,478.0,5.3794,206200.0,NEAR BAY
+-122.02,37.97,36.0,2342.0,436.0,1191.0,416.0,4.0,171000.0,NEAR BAY
+-122.03,37.97,45.0,1613.0,338.0,865.0,336.0,3.25,151100.0,NEAR BAY
+-122.04,37.97,26.0,2470.0,626.0,1174.0,573.0,2.9861,160900.0,NEAR BAY
+-122.03,37.97,20.0,3968.0,931.0,2629.0,903.0,2.9915,166700.0,NEAR BAY
+-122.04,37.96,16.0,2913.0,723.0,1705.0,693.0,2.9097,106300.0,NEAR BAY
+-122.04,37.97,21.0,6445.0,1839.0,3621.0,1735.0,2.5841,112500.0,NEAR BAY
+-122.04,37.97,39.0,1323.0,245.0,705.0,261.0,3.1968,151000.0,NEAR BAY
+-122.04,37.96,20.0,1143.0,346.0,578.0,298.0,2.2411,151800.0,NEAR BAY
+-122.05,37.96,35.0,2190.0,384.0,1154.0,401.0,3.8456,159800.0,NEAR BAY
+-122.04,37.96,28.0,1207.0,252.0,724.0,252.0,3.6964,165700.0,NEAR BAY
+-122.04,37.96,27.0,2587.0,729.0,1500.0,623.0,1.837,175000.0,NEAR BAY
+-122.05,37.95,27.0,3513.0,791.0,1875.0,694.0,3.1838,182000.0,NEAR BAY
+-122.05,37.95,20.0,563.0,107.0,246.0,123.0,5.4482,190800.0,NEAR BAY
+-122.01,37.95,8.0,3866.0,539.0,1555.0,513.0,6.0901,298200.0,NEAR BAY
+-122.02,37.96,25.0,2615.0,368.0,935.0,366.0,6.6727,305100.0,NEAR BAY
+-122.03,37.96,20.0,2636.0,691.0,1142.0,627.0,2.1083,162500.0,NEAR BAY
+-122.03,37.95,14.0,3287.0,793.0,1601.0,716.0,3.1719,220500.0,NEAR BAY
+-122.02,37.95,25.0,1205.0,260.0,608.0,272.0,2.4519,208300.0,NEAR BAY
+-122.03,37.95,32.0,1955.0,313.0,804.0,317.0,4.9485,202300.0,NEAR BAY
+-122.02,37.95,22.0,3526.0,510.0,1660.0,508.0,5.6642,237000.0,NEAR BAY
+-122.02,37.94,23.0,3516.0,661.0,1465.0,623.0,4.2569,213100.0,NEAR BAY
+-122.01,37.94,23.0,3741.0,,1339.0,499.0,6.7061,322300.0,NEAR BAY
+-122.02,37.94,19.0,3192.0,612.0,1317.0,594.0,4.125,267100.0,NEAR BAY
+-122.01,37.94,26.0,1619.0,224.0,706.0,220.0,6.0704,268000.0,NEAR BAY
+-122.01,37.94,18.0,2077.0,298.0,937.0,292.0,6.3809,273600.0,NEAR BAY
+-122.0,37.95,9.0,2214.0,256.0,848.0,239.0,6.8145,339200.0,INLAND
+-122.01,37.93,25.0,2652.0,335.0,1062.0,334.0,7.5898,330200.0,NEAR BAY
+-122.04,37.95,33.0,1653.0,334.0,814.0,328.0,3.1406,163100.0,NEAR BAY
+-122.04,37.94,24.0,5732.0,873.0,2444.0,888.0,5.6292,231400.0,NEAR BAY
+-122.05,37.94,22.0,2105.0,354.0,993.0,365.0,4.6602,227800.0,NEAR BAY
+-122.04,37.95,29.0,866.0,138.0,341.0,133.0,4.7188,197100.0,NEAR BAY
+-122.05,37.95,22.0,5175.0,1213.0,2804.0,1091.0,2.85,144600.0,NEAR BAY
+-122.03,37.94,21.0,5541.0,776.0,2214.0,737.0,5.5777,279300.0,NEAR BAY
+-122.03,37.93,21.0,4712.0,624.0,1773.0,615.0,6.0918,344800.0,NEAR BAY
+-122.05,37.93,5.0,4274.0,1153.0,1503.0,881.0,4.0473,266500.0,NEAR BAY
+-122.05,37.93,15.0,7803.0,1603.0,2957.0,1546.0,4.45,184900.0,NEAR BAY
+-122.05,37.92,14.0,12713.0,2558.0,4741.0,2412.0,4.7094,234700.0,NEAR BAY
+-122.02,37.92,26.0,5077.0,640.0,1872.0,636.0,7.4713,351200.0,NEAR BAY
+-122.03,37.92,23.0,3318.0,408.0,1124.0,393.0,6.5847,358800.0,NEAR BAY
+-122.01,37.91,21.0,10093.0,1269.0,3645.0,1219.0,7.6877,367700.0,NEAR BAY
+-122.03,37.91,29.0,5438.0,871.0,2310.0,890.0,5.0362,275300.0,NEAR BAY
+-122.06,37.91,15.0,5393.0,1422.0,2133.0,1288.0,4.1612,232800.0,NEAR BAY
+-122.06,37.9,25.0,5869.0,1685.0,2669.0,1554.0,2.6998,216100.0,NEAR BAY
+-122.06,37.89,21.0,4985.0,1590.0,2575.0,1458.0,3.1002,114300.0,NEAR BAY
+-122.07,37.93,45.0,1544.0,244.0,614.0,238.0,5.0255,226000.0,NEAR BAY
+-122.07,37.93,25.0,7201.0,1521.0,3264.0,1433.0,3.7433,252100.0,NEAR BAY
+-122.07,37.92,26.0,3872.0,739.0,1629.0,684.0,4.4312,225000.0,NEAR BAY
+-122.08,37.92,28.0,2377.0,469.0,1068.0,435.0,4.4561,250000.0,NEAR BAY
+-122.08,37.92,26.0,1733.0,265.0,796.0,274.0,6.195,264900.0,NEAR BAY
+-122.07,37.91,28.0,1731.0,295.0,810.0,295.0,5.0391,259800.0,NEAR BAY
+-122.07,37.91,33.0,1550.0,277.0,638.0,254.0,3.6833,292500.0,NEAR BAY
+-122.08,37.9,32.0,1075.0,170.0,486.0,173.0,5.0499,306800.0,NEAR BAY
+-122.09,37.91,18.0,9576.0,1455.0,3486.0,1380.0,7.0895,306900.0,NEAR BAY
+-122.07,37.89,28.0,3410.0,746.0,1428.0,670.0,4.3864,266800.0,NEAR BAY
+-122.08,37.89,39.0,3018.0,501.0,1223.0,489.0,6.2924,283900.0,NEAR BAY
+-122.08,37.9,29.0,4133.0,770.0,1691.0,744.0,5.1097,288000.0,NEAR BAY
+-122.07,37.89,38.0,2139.0,343.0,809.0,340.0,5.5636,268800.0,NEAR BAY
+-122.07,37.89,38.0,757.0,124.0,319.0,123.0,5.6558,263300.0,NEAR BAY
+-122.06,37.88,34.0,4781.0,703.0,1879.0,714.0,6.5378,340900.0,NEAR BAY
+-122.05,37.87,30.0,2296.0,329.0,847.0,322.0,6.7192,397500.0,NEAR BAY
+-122.05,37.9,24.0,4125.0,1020.0,1699.0,873.0,2.9526,271000.0,NEAR BAY
+-122.05,37.9,32.0,2676.0,484.0,986.0,473.0,4.6528,335700.0,NEAR BAY
+-122.05,37.89,37.0,1677.0,269.0,689.0,283.0,4.2625,310600.0,NEAR BAY
+-122.04,37.89,33.0,2423.0,322.0,998.0,346.0,7.5349,349100.0,NEAR BAY
+-122.05,37.9,32.0,4498.0,862.0,1818.0,851.0,4.8088,321200.0,NEAR BAY
+-122.04,37.9,20.0,5467.0,1044.0,2310.0,963.0,5.6986,275800.0,NEAR BAY
+-122.02,37.89,29.0,6349.0,858.0,2450.0,778.0,7.5,356200.0,NEAR BAY
+-122.04,37.88,32.0,3250.0,550.0,1230.0,557.0,4.6424,312700.0,NEAR BAY
+-122.03,37.86,29.0,3025.0,477.0,1035.0,452.0,6.112,390600.0,NEAR BAY
+-122.04,37.85,27.0,6039.0,780.0,2181.0,761.0,9.5862,469400.0,NEAR BAY
+-121.94,37.73,22.0,1980.0,291.0,861.0,290.0,6.2726,258200.0,<1H OCEAN
+-121.94,37.73,22.0,6719.0,1068.0,2843.0,994.0,6.1265,260300.0,<1H OCEAN
+-121.93,37.73,23.0,2564.0,347.0,1043.0,351.0,6.2048,275000.0,<1H OCEAN
+-121.93,37.73,8.0,831.0,231.0,404.0,224.0,3.375,350000.0,<1H OCEAN
+-121.95,37.74,19.0,1127.0,170.0,518.0,167.0,6.3325,250000.0,<1H OCEAN
+-121.95,37.74,19.0,5721.0,837.0,2653.0,813.0,6.2631,266000.0,<1H OCEAN
+-121.94,37.75,17.0,2559.0,370.0,1238.0,377.0,6.2781,269800.0,<1H OCEAN
+-121.92,37.73,24.0,1407.0,327.0,501.0,295.0,2.4821,157200.0,<1H OCEAN
+-121.93,37.74,16.0,3326.0,419.0,1272.0,402.0,6.8806,343500.0,<1H OCEAN
+-121.94,37.75,16.0,5121.0,735.0,2464.0,761.0,6.6204,296100.0,<1H OCEAN
+-121.97,37.79,17.0,5688.0,824.0,2111.0,773.0,6.6131,312500.0,<1H OCEAN
+-121.98,37.8,17.0,3354.0,422.0,1457.0,425.0,7.6473,345800.0,<1H OCEAN
+-121.98,37.8,16.0,2498.0,330.0,1027.0,343.0,8.155,343700.0,<1H OCEAN
+-121.98,37.81,18.0,2903.0,387.0,1127.0,372.0,5.5921,359100.0,<1H OCEAN
+-121.96,37.81,12.0,6488.0,778.0,2404.0,765.0,8.3188,403400.0,<1H OCEAN
+-121.97,37.8,17.0,3279.0,418.0,1222.0,381.0,7.9168,356000.0,<1H OCEAN
+-121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,369200.0,<1H OCEAN
+-121.97,37.79,16.0,3873.0,484.0,1451.0,501.0,6.7857,341300.0,<1H OCEAN
+-121.95,37.78,4.0,14652.0,2826.0,5613.0,2579.0,6.3942,356700.0,<1H OCEAN
+-121.96,37.76,8.0,3865.0,463.0,1548.0,432.0,9.7037,425100.0,<1H OCEAN
+-121.94,37.76,4.0,6875.0,1439.0,2889.0,1307.0,4.6932,356100.0,<1H OCEAN
+-121.93,37.76,5.0,2255.0,269.0,876.0,258.0,10.3345,461400.0,<1H OCEAN
+-121.92,37.74,8.0,452.0,51.0,140.0,43.0,12.5915,432400.0,<1H OCEAN
+-121.93,37.78,2.0,227.0,35.0,114.0,49.0,3.1591,434700.0,<1H OCEAN
+-121.96,37.74,2.0,200.0,20.0,25.0,9.0,15.0001,350000.0,<1H OCEAN
+-121.97,37.76,8.0,3743.0,581.0,1633.0,567.0,6.7027,381900.0,<1H OCEAN
+-121.97,37.77,13.0,7241.0,1007.0,3221.0,947.0,7.2216,324600.0,<1H OCEAN
+-121.98,37.74,8.0,2865.0,389.0,1376.0,417.0,7.9393,399300.0,<1H OCEAN
+-122.02,37.84,34.0,1879.0,265.0,729.0,263.0,7.7072,443800.0,NEAR BAY
+-122.01,37.83,30.0,3917.0,549.0,1330.0,544.0,6.5617,386600.0,NEAR BAY
+-122.0,37.82,20.0,2206.0,458.0,926.0,432.0,4.6042,256400.0,<1H OCEAN
+-121.99,37.82,22.0,1248.0,271.0,579.0,269.0,3.375,200000.0,<1H OCEAN
+-122.03,37.83,24.0,5948.0,738.0,1997.0,710.0,9.8708,500001.0,NEAR BAY
+-121.99,37.77,14.0,8213.0,1364.0,3283.0,1286.0,5.1755,294800.0,<1H OCEAN
+-121.99,37.81,17.0,465.0,83.0,146.0,75.0,4.9018,188500.0,<1H OCEAN
+-122.02,37.8,11.0,6200.0,907.0,2286.0,896.0,7.6518,359300.0,NEAR BAY
+-122.03,37.87,21.0,3521.0,447.0,1396.0,467.0,8.2673,358700.0,NEAR BAY
+-122.02,37.88,16.0,3031.0,438.0,1087.0,421.0,7.3732,287300.0,NEAR BAY
+-122.02,37.87,14.0,3056.0,369.0,1209.0,377.0,8.4352,441400.0,NEAR BAY
+-122.03,37.86,25.0,3004.0,393.0,1145.0,376.0,7.2655,494000.0,NEAR BAY
+-122.0,37.86,18.0,8953.0,1074.0,3011.0,993.0,10.7372,500001.0,<1H OCEAN
+-121.97,37.87,4.0,1029.0,126.0,416.0,122.0,13.4883,500001.0,INLAND
+-121.96,37.84,29.0,7479.0,977.0,2744.0,943.0,7.5139,398200.0,INLAND
+-122.0,37.84,16.0,7681.0,946.0,2777.0,908.0,9.5271,500001.0,<1H OCEAN
+-121.96,37.85,10.0,3209.0,379.0,1199.0,392.0,12.2478,500001.0,INLAND
+-121.99,37.83,16.0,2939.0,380.0,1177.0,396.0,8.0839,372000.0,<1H OCEAN
+-121.98,37.82,18.0,9117.0,1248.0,3280.0,1167.0,8.003,351300.0,<1H OCEAN
+-121.95,37.81,5.0,7178.0,898.0,2823.0,907.0,9.0776,450400.0,<1H OCEAN
+-122.1,37.93,20.0,10212.0,1424.0,4083.0,1374.0,8.039,382200.0,NEAR BAY
+-122.12,37.94,22.0,4949.0,626.0,1850.0,590.0,10.4549,500001.0,NEAR BAY
+-122.1,37.9,38.0,827.0,144.0,368.0,136.0,6.5095,294400.0,NEAR BAY
+-122.14,37.9,32.0,5738.0,746.0,2099.0,732.0,10.3224,500001.0,NEAR BAY
+-122.12,37.91,34.0,5683.0,755.0,1962.0,723.0,8.3678,455300.0,NEAR BAY
+-122.09,37.89,35.0,880.0,139.0,352.0,132.0,6.8686,406500.0,NEAR BAY
+-122.1,37.89,21.0,3282.0,653.0,1398.0,601.0,5.2079,310300.0,NEAR BAY
+-122.11,37.89,32.0,2372.0,516.0,1067.0,492.0,4.3235,279500.0,NEAR BAY
+-122.11,37.88,37.0,4005.0,614.0,1602.0,606.0,6.4666,348200.0,NEAR BAY
+-122.12,37.88,35.0,2785.0,362.0,1001.0,363.0,8.0448,433300.0,NEAR BAY
+-122.12,37.89,30.0,3227.0,733.0,1260.0,684.0,4.125,257100.0,NEAR BAY
+-122.13,37.89,27.0,744.0,214.0,295.0,169.0,2.7411,350000.0,NEAR BAY
+-122.13,37.87,18.0,1820.0,220.0,728.0,229.0,10.3713,426100.0,NEAR BAY
+-122.14,37.88,34.0,6986.0,1096.0,2865.0,1124.0,6.2275,394400.0,NEAR BAY
+-122.07,37.88,11.0,1077.0,318.0,590.0,264.0,3.5536,387200.0,NEAR BAY
+-122.08,37.88,24.0,2059.0,462.0,410.0,294.0,2.3971,99400.0,NEAR BAY
+-122.08,37.88,26.0,2947.0,,825.0,626.0,2.933,85000.0,NEAR BAY
+-122.08,37.87,24.0,6130.0,1359.0,1750.0,1286.0,2.9167,102700.0,NEAR BAY
+-122.06,37.85,17.0,7475.0,1556.0,2092.0,1449.0,3.6437,186500.0,NEAR BAY
+-122.07,37.86,23.0,1025.0,205.0,263.0,191.0,3.12,155000.0,NEAR BAY
+-122.06,37.86,16.0,5187.0,1014.0,1512.0,986.0,4.4551,252400.0,NEAR BAY
+-122.07,37.86,17.0,1102.0,224.0,317.0,208.0,3.5893,206300.0,NEAR BAY
+-122.08,37.87,26.0,2405.0,564.0,680.0,531.0,2.4896,73400.0,NEAR BAY
+-122.1,37.88,35.0,3701.0,528.0,1511.0,517.0,7.2315,367100.0,NEAR BAY
+-122.09,37.86,27.0,5484.0,760.0,2212.0,770.0,7.6202,402600.0,NEAR BAY
+-122.11,37.87,33.0,3398.0,500.0,1351.0,457.0,6.5814,314200.0,NEAR BAY
+-122.12,37.85,18.0,5252.0,686.0,1870.0,657.0,8.0074,454100.0,NEAR BAY
+-122.08,37.84,17.0,1320.0,159.0,1722.0,141.0,11.7064,500001.0,NEAR BAY
+-122.12,37.81,26.0,4048.0,513.0,1486.0,498.0,7.6717,416500.0,NEAR BAY
+-122.12,37.82,26.0,2269.0,317.0,918.0,313.0,6.6657,364500.0,NEAR BAY
+-122.11,37.83,19.0,5130.0,741.0,1887.0,712.0,7.203,369900.0,NEAR BAY
+-122.08,37.82,4.0,2045.0,237.0,830.0,252.0,11.3421,500001.0,NEAR BAY
+-122.14,37.86,20.0,6201.0,1182.0,2415.0,1141.0,4.5744,314000.0,NEAR BAY
+-122.14,37.85,27.0,9147.0,1276.0,3371.0,1269.0,7.3267,389900.0,NEAR BAY
+-122.14,37.84,24.0,2131.0,343.0,874.0,373.0,5.6349,355600.0,NEAR BAY
+-122.16,37.83,16.0,4596.0,705.0,1480.0,650.0,7.52,370200.0,NEAR BAY
+-122.16,37.86,36.0,3359.0,493.0,1298.0,483.0,8.1586,404300.0,NEAR BAY
+-122.18,37.88,36.0,542.0,119.0,231.0,121.0,4.9,354200.0,NEAR BAY
+-122.18,37.86,33.0,4449.0,636.0,1684.0,617.0,8.9571,399700.0,NEAR BAY
+-122.16,37.89,32.0,1779.0,241.0,721.0,258.0,8.7589,434500.0,NEAR BAY
+-122.17,37.88,32.0,3633.0,508.0,1393.0,506.0,7.6917,401800.0,NEAR BAY
+-122.17,37.88,33.0,3626.0,502.0,1348.0,480.0,7.6107,423200.0,NEAR BAY
+-122.17,37.87,38.0,1261.0,177.0,472.0,183.0,6.917,438000.0,NEAR BAY
+-122.22,37.88,20.0,95.0,13.0,31.0,15.0,2.4444,475000.0,NEAR BAY
+-122.2,37.89,37.0,3881.0,560.0,1315.0,517.0,7.3195,367500.0,NEAR BAY
+-122.2,37.88,36.0,1065.0,160.0,398.0,155.0,7.7736,378100.0,NEAR BAY
+-122.18,37.91,31.0,7200.0,876.0,2428.0,843.0,10.9405,500001.0,NEAR BAY
+-122.2,37.9,36.0,2107.0,287.0,740.0,280.0,10.3416,500001.0,NEAR BAY
+-122.18,37.9,36.0,4760.0,610.0,1511.0,572.0,9.0064,500001.0,NEAR BAY
+-122.18,37.89,18.0,4845.0,735.0,1634.0,734.0,8.1489,499000.0,NEAR BAY
+-121.84,37.98,8.0,7505.0,1089.0,3325.0,1016.0,5.2699,204200.0,INLAND
+-121.81,37.97,8.0,1584.0,236.0,615.0,202.0,6.4753,166800.0,INLAND
+-121.78,37.97,4.0,17032.0,2546.0,7653.0,2359.0,5.5601,213700.0,INLAND
+-121.83,37.95,17.0,1133.0,244.0,716.0,235.0,2.875,162500.0,INLAND
+-121.94,37.83,11.0,2836.0,373.0,959.0,335.0,10.5815,500001.0,INLAND
+-121.89,37.82,4.0,11444.0,1355.0,3898.0,1257.0,13.2949,500001.0,INLAND
+-121.91,37.81,7.0,3477.0,416.0,1216.0,395.0,13.1499,500001.0,INLAND
+-121.82,37.81,12.0,4711.0,659.0,2089.0,621.0,8.3209,485400.0,INLAND
+-121.96,37.99,2.0,3129.0,707.0,1606.0,698.0,2.9591,210100.0,INLAND
+-121.96,37.94,26.0,3084.0,505.0,1557.0,501.0,5.1582,194700.0,INLAND
+-121.96,37.95,25.0,4026.0,791.0,1850.0,709.0,4.1483,181200.0,INLAND
+-121.95,37.94,21.0,3153.0,411.0,1318.0,431.0,6.8642,285400.0,INLAND
+-121.97,37.93,4.0,3241.0,464.0,1552.0,494.0,6.6134,307000.0,INLAND
+-122.01,37.92,18.0,2808.0,337.0,1038.0,337.0,8.3956,353600.0,NEAR BAY
+-122.01,37.92,16.0,2638.0,345.0,1055.0,334.0,8.1163,365800.0,NEAR BAY
+-121.99,37.92,14.0,1780.0,224.0,764.0,226.0,9.0243,427700.0,INLAND
+-121.93,37.89,13.0,2085.0,292.0,852.0,264.0,7.3445,366700.0,INLAND
+-121.92,37.96,14.0,5332.0,884.0,2093.0,839.0,5.2798,237400.0,INLAND
+-121.94,37.95,18.0,2541.0,355.0,986.0,346.0,7.1978,288000.0,INLAND
+-121.91,37.93,13.0,1610.0,198.0,703.0,217.0,8.7059,329400.0,INLAND
+-121.94,37.94,26.0,1299.0,174.0,533.0,180.0,6.2296,291700.0,INLAND
+-121.94,37.93,16.0,3421.0,427.0,1341.0,428.0,7.5695,320400.0,INLAND
+-121.93,37.93,16.0,2876.0,391.0,1089.0,377.0,6.299,286900.0,INLAND
+-121.93,37.93,16.0,2169.0,262.0,877.0,245.0,6.6049,312600.0,INLAND
+-121.95,37.94,27.0,1469.0,216.0,578.0,219.0,5.9346,253600.0,INLAND
+-122.25,38.02,16.0,1803.0,267.0,946.0,266.0,5.7001,205100.0,NEAR BAY
+-122.25,38.03,15.0,3338.0,532.0,1834.0,520.0,5.6293,197600.0,NEAR BAY
+-122.21,38.02,15.0,2150.0,327.0,1094.0,324.0,6.0224,198500.0,NEAR BAY
+-122.2,37.96,9.0,6306.0,962.0,2581.0,911.0,6.7741,310700.0,NEAR BAY
+-122.23,38.06,52.0,1350.0,266.0,490.0,257.0,3.125,171100.0,NEAR BAY
+-122.23,38.05,52.0,1736.0,358.0,638.0,297.0,2.5517,147100.0,NEAR BAY
+-122.21,38.06,52.0,2735.0,559.0,1076.0,487.0,3.6154,155700.0,NEAR BAY
+-122.2,38.04,31.0,3029.0,500.0,1236.0,487.0,5.6022,197000.0,NEAR BAY
+-122.26,38.03,25.0,2239.0,361.0,928.0,353.0,4.4474,203700.0,NEAR BAY
+-122.27,38.04,47.0,1685.0,405.0,835.0,372.0,2.3103,134500.0,NEAR BAY
+-122.26,38.03,41.0,1631.0,282.0,752.0,288.0,3.9345,150200.0,NEAR BAY
+-122.26,38.04,41.0,2512.0,539.0,1179.0,480.0,2.694,123000.0,NEAR BAY
+-122.25,38.05,30.0,1255.0,297.0,779.0,307.0,1.6767,147700.0,NEAR BAY
+-122.32,38.06,4.0,7999.0,1611.0,3596.0,1396.0,5.0969,174200.0,NEAR BAY
+-122.28,38.0,26.0,2335.0,413.0,980.0,417.0,3.4471,178900.0,NEAR BAY
+-122.29,38.0,16.0,4986.0,1081.0,2805.0,1016.0,4.025,173200.0,NEAR BAY
+-122.36,38.03,32.0,2159.0,393.0,981.0,369.0,4.3173,175400.0,NEAR BAY
+-122.3,38.0,34.0,1712.0,317.0,956.0,341.0,4.4394,162000.0,NEAR BAY
+-122.31,38.0,26.0,3735.0,641.0,1708.0,633.0,4.621,191100.0,NEAR BAY
+-122.31,38.01,18.0,4123.0,874.0,1895.0,772.0,3.2759,195000.0,NEAR BAY
+-122.28,37.99,28.0,3801.0,622.0,1654.0,571.0,4.375,193300.0,NEAR BAY
+-122.26,37.98,28.0,2038.0,329.0,947.0,349.0,5.1178,198000.0,NEAR BAY
+-122.27,37.99,16.0,4921.0,737.0,2312.0,725.0,5.8899,243200.0,NEAR BAY
+-122.27,37.98,23.0,3455.0,479.0,1375.0,474.0,6.0289,218600.0,NEAR BAY
+-122.26,38.02,5.0,3846.0,786.0,2053.0,716.0,5.0473,184800.0,NEAR BAY
+-122.24,38.01,11.0,3751.0,565.0,1949.0,555.0,5.7862,269400.0,NEAR BAY
+-122.24,38.01,16.0,2084.0,315.0,1154.0,307.0,6.0102,235600.0,NEAR BAY
+-122.25,38.0,16.0,2978.0,411.0,1531.0,400.0,6.5006,237700.0,NEAR BAY
+-122.26,38.0,14.0,2338.0,391.0,1003.0,398.0,4.2269,170500.0,NEAR BAY
+-122.26,38.0,6.0,678.0,104.0,318.0,91.0,5.2375,246400.0,NEAR BAY
+-122.27,38.0,15.0,1216.0,166.0,572.0,178.0,5.8418,240300.0,NEAR BAY
+-122.27,38.0,12.0,1592.0,242.0,969.0,233.0,6.1576,248700.0,NEAR BAY
+-122.26,38.0,5.0,6265.0,908.0,3326.0,872.0,6.2073,272900.0,NEAR BAY
+-122.29,37.98,27.0,2133.0,347.0,850.0,350.0,5.1046,209800.0,NEAR BAY
+-122.28,37.96,35.0,1579.0,243.0,734.0,264.0,5.5,201000.0,NEAR BAY
+-122.27,37.97,10.0,15259.0,2275.0,7266.0,2338.0,6.0666,272400.0,NEAR BAY
+-122.3,37.97,30.0,4030.0,772.0,1777.0,718.0,3.6393,184000.0,NEAR BAY
+-122.3,37.97,34.0,2854.0,528.0,1211.0,452.0,3.5353,164700.0,NEAR BAY
+-122.29,37.97,20.0,3426.0,632.0,1512.0,580.0,4.4911,227400.0,NEAR BAY
+-122.3,37.97,35.0,1811.0,377.0,911.0,340.0,3.375,149700.0,NEAR BAY
+-122.29,37.94,20.0,7578.0,1426.0,3637.0,1362.0,4.4387,190000.0,NEAR BAY
+-122.32,37.95,37.0,1887.0,353.0,895.0,359.0,4.45,196600.0,NEAR BAY
+-122.31,37.94,38.0,1794.0,349.0,810.0,335.0,3.8343,191400.0,NEAR BAY
+-122.31,37.94,38.0,2172.0,403.0,945.0,384.0,4.3958,194200.0,NEAR BAY
+-122.32,37.95,36.0,1425.0,245.0,573.0,239.0,4.35,185000.0,NEAR BAY
+-122.31,37.99,25.0,6508.0,1137.0,3259.0,1081.0,4.2348,157800.0,NEAR BAY
+-122.3,37.98,25.0,3807.0,806.0,1821.0,792.0,3.6518,164300.0,NEAR BAY
+-122.32,37.97,29.0,2347.0,464.0,1135.0,490.0,3.9722,161000.0,NEAR BAY
+-122.32,38.01,26.0,3054.0,492.0,1495.0,496.0,4.6944,171100.0,NEAR BAY
+-122.33,38.0,35.0,3779.0,711.0,2493.0,679.0,2.9781,109000.0,NEAR BAY
+-122.31,38.0,29.0,3108.0,534.0,1687.0,516.0,4.3333,170800.0,NEAR BAY
+-122.32,37.99,24.0,4865.0,968.0,2315.0,893.0,4.2852,173500.0,NEAR BAY
+-122.32,38.0,32.0,2275.0,397.0,1233.0,418.0,4.0437,162800.0,NEAR BAY
+-122.34,37.99,42.0,1531.0,326.0,1271.0,377.0,2.6167,85100.0,NEAR BAY
+-122.33,37.98,3.0,2850.0,544.0,1024.0,515.0,6.0115,175000.0,NEAR BAY
+-122.33,37.99,4.0,3999.0,1079.0,1591.0,887.0,3.911,112500.0,NEAR BAY
+-122.39,38.0,33.0,44.0,6.0,23.0,11.0,4.125,212500.0,NEAR BAY
+-122.36,37.96,39.0,246.0,57.0,316.0,52.0,0.716,104200.0,NEAR BAY
+-122.36,37.96,31.0,1157.0,276.0,956.0,232.0,1.5347,80400.0,NEAR BAY
+-122.36,37.95,40.0,408.0,102.0,302.0,81.0,1.8333,69800.0,NEAR BAY
+-122.37,37.95,35.0,215.0,45.0,100.0,34.0,1.6023,81300.0,NEAR BAY
+-122.37,37.95,32.0,1298.0,363.0,716.0,268.0,0.9797,76400.0,NEAR BAY
+-122.37,37.96,37.0,1572.0,402.0,1046.0,350.0,0.7403,68600.0,NEAR BAY
+-122.41,37.98,36.0,60.0,15.0,42.0,25.0,1.4583,67500.0,NEAR BAY
+-122.34,37.98,33.0,2014.0,410.0,1354.0,427.0,3.9773,131300.0,NEAR BAY
+-122.35,37.98,34.0,3756.0,726.0,2237.0,686.0,3.7562,132900.0,NEAR BAY
+-122.34,37.97,19.0,392.0,109.0,287.0,81.0,6.0426,110000.0,NEAR BAY
+-122.35,37.96,32.0,1991.0,504.0,1139.0,423.0,2.0353,113600.0,NEAR BAY
+-122.35,37.97,43.0,2178.0,482.0,1545.0,471.0,2.5863,112200.0,NEAR BAY
+-122.35,37.97,31.0,2892.0,685.0,2104.0,641.0,3.2188,113800.0,NEAR BAY
+-122.32,37.97,33.0,1595.0,292.0,991.0,300.0,4.6937,134100.0,NEAR BAY
+-122.32,37.97,33.0,1156.0,190.0,643.0,209.0,4.5,156600.0,NEAR BAY
+-122.33,37.97,19.0,5151.0,1335.0,2548.0,1165.0,3.3125,158800.0,NEAR BAY
+-122.33,37.98,32.0,1967.0,348.0,1144.0,364.0,4.4135,150100.0,NEAR BAY
+-122.33,37.97,45.0,1982.0,376.0,1179.0,398.0,3.5463,130800.0,NEAR BAY
+-122.34,37.97,19.0,2237.0,580.0,1438.0,551.0,2.3382,120700.0,NEAR BAY
+-122.33,37.96,46.0,1222.0,236.0,819.0,251.0,3.9118,129400.0,NEAR BAY
+-122.35,37.96,36.0,2191.0,531.0,1563.0,524.0,2.5164,114200.0,NEAR BAY
+-122.35,37.96,29.0,1899.0,524.0,1357.0,443.0,1.875,97200.0,NEAR BAY
+-122.35,37.96,35.0,1326.0,346.0,1023.0,295.0,2.0724,97700.0,NEAR BAY
+-122.35,37.95,31.0,2449.0,595.0,1801.0,548.0,2.6328,110300.0,NEAR BAY
+-122.35,37.96,34.0,1428.0,335.0,1272.0,319.0,2.5461,93900.0,NEAR BAY
+-122.36,37.96,30.0,950.0,317.0,1073.0,280.0,1.8664,107800.0,NEAR BAY
+-122.32,37.96,25.0,1728.0,403.0,934.0,412.0,3.375,133700.0,NEAR BAY
+-122.32,37.96,34.0,2070.0,357.0,784.0,294.0,4.0417,182800.0,NEAR BAY
+-122.32,37.95,35.0,1612.0,354.0,887.0,331.0,2.5769,146100.0,NEAR BAY
+-122.33,37.95,22.0,2099.0,569.0,1135.0,509.0,2.1915,120800.0,NEAR BAY
+-122.34,37.96,15.0,6487.0,1717.0,3408.0,1560.0,2.1991,133300.0,NEAR BAY
+-122.34,37.96,33.0,1817.0,441.0,1220.0,389.0,2.5382,103600.0,NEAR BAY
+-122.32,37.94,38.0,2751.0,522.0,1390.0,489.0,3.7277,165100.0,NEAR BAY
+-122.32,37.94,46.0,1901.0,295.0,833.0,352.0,5.5196,210800.0,NEAR BAY
+-122.32,37.93,40.0,1141.0,213.0,434.0,196.0,3.9464,186900.0,NEAR BAY
+-122.33,37.95,42.0,1627.0,336.0,848.0,316.0,3.7708,144600.0,NEAR BAY
+-122.33,37.94,45.0,1226.0,279.0,590.0,260.0,2.8833,140400.0,NEAR BAY
+-122.33,37.94,47.0,1882.0,361.0,797.0,342.0,3.5848,140800.0,NEAR BAY
+-122.33,37.94,43.0,1876.0,389.0,807.0,377.0,3.1571,141600.0,NEAR BAY
+-122.33,37.94,42.0,1695.0,345.0,719.0,334.0,3.9417,139100.0,NEAR BAY
+-122.33,37.94,44.0,1769.0,332.0,828.0,309.0,4.0526,150800.0,NEAR BAY
+-122.34,37.95,45.0,1128.0,240.0,702.0,270.0,3.6719,134100.0,NEAR BAY
+-122.33,37.95,45.0,1585.0,329.0,981.0,373.0,3.0313,135800.0,NEAR BAY
+-122.33,37.95,46.0,1543.0,339.0,777.0,322.0,4.0927,142600.0,NEAR BAY
+-122.34,37.95,44.0,1675.0,317.0,806.0,311.0,3.0694,135300.0,NEAR BAY
+-122.34,37.95,44.0,1788.0,368.0,933.0,329.0,2.875,133400.0,NEAR BAY
+-122.34,37.95,39.0,1986.0,427.0,1041.0,385.0,3.2333,135100.0,NEAR BAY
+-122.34,37.95,38.0,1340.0,298.0,766.0,241.0,3.2833,111700.0,NEAR BAY
+-122.35,37.95,45.0,2142.0,431.0,1318.0,431.0,3.0737,111600.0,NEAR BAY
+-122.35,37.95,42.0,1485.0,290.0,971.0,303.0,3.6094,114600.0,NEAR BAY
+-122.36,37.95,38.0,1042.0,289.0,773.0,248.0,2.7714,104700.0,NEAR BAY
+-122.34,37.94,47.0,2313.0,433.0,947.0,430.0,3.942,143300.0,NEAR BAY
+-122.34,37.94,44.0,1917.0,444.0,936.0,435.0,2.7391,140300.0,NEAR BAY
+-122.34,37.94,31.0,1611.0,455.0,786.0,411.0,1.681,145500.0,NEAR BAY
+-122.34,37.94,42.0,2206.0,451.0,989.0,444.0,3.125,143900.0,NEAR BAY
+-122.35,37.94,45.0,2112.0,493.0,1406.0,452.0,2.3456,105200.0,NEAR BAY
+-122.35,37.94,34.0,1880.0,459.0,1358.0,422.0,1.6571,105200.0,NEAR BAY
+-122.35,37.94,47.0,1275.0,275.0,844.0,273.0,2.8967,95600.0,NEAR BAY
+-122.36,37.95,38.0,1066.0,248.0,729.0,286.0,1.5139,81700.0,NEAR BAY
+-122.36,37.94,45.0,907.0,188.0,479.0,161.0,3.0862,79000.0,NEAR BAY
+-122.36,37.94,27.0,844.0,249.0,583.0,265.0,0.9687,105800.0,NEAR BAY
+-122.36,37.94,26.0,1540.0,343.0,1007.0,338.0,1.3365,72900.0,NEAR BAY
+-122.36,37.94,41.0,2591.0,585.0,1638.0,462.0,1.822,79700.0,NEAR BAY
+-122.37,37.94,49.0,969.0,229.0,599.0,195.0,1.3167,71600.0,NEAR BAY
+-122.35,37.93,19.0,1334.0,366.0,1048.0,316.0,1.7865,88000.0,NEAR BAY
+-122.35,37.93,28.0,1995.0,488.0,1182.0,439.0,2.3352,84300.0,NEAR BAY
+-122.36,37.94,43.0,369.0,107.0,371.0,111.0,1.6,79400.0,NEAR BAY
+-122.36,37.93,17.0,1258.0,254.0,885.0,229.0,3.05,121600.0,NEAR BAY
+-122.37,37.94,40.0,1064.0,266.0,912.0,239.0,1.0521,69100.0,NEAR BAY
+-122.37,37.93,45.0,3150.0,756.0,1798.0,749.0,1.75,37900.0,NEAR BAY
+-122.38,37.91,18.0,3507.0,711.0,1224.0,676.0,5.0524,269800.0,NEAR BAY
+-122.42,37.93,47.0,3453.0,779.0,1353.0,728.0,4.016,274500.0,NEAR BAY
+-122.41,37.94,52.0,154.0,33.0,89.0,38.0,3.2875,275000.0,NEAR BAY
+-122.34,37.93,30.0,2515.0,481.0,1327.0,428.0,2.1287,95000.0,NEAR BAY
+-122.35,37.93,39.0,2002.0,416.0,1166.0,395.0,1.7257,91500.0,NEAR BAY
+-122.36,37.93,44.0,1891.0,449.0,1047.0,432.0,1.7727,86100.0,NEAR BAY
+-122.36,37.93,42.0,1796.0,389.0,1107.0,372.0,1.9375,87000.0,NEAR BAY
+-122.37,37.93,37.0,709.0,190.0,644.0,174.0,0.8641,84200.0,NEAR BAY
+-122.33,37.91,36.0,1954.0,513.0,1437.0,440.0,1.125,93800.0,NEAR BAY
+-122.35,37.92,36.0,921.0,200.0,585.0,236.0,1.9224,94000.0,NEAR BAY
+-122.36,37.92,52.0,215.0,41.0,126.0,43.0,1.3929,104200.0,NEAR BAY
+-122.35,37.91,4.0,2851.0,798.0,1285.0,712.0,4.2895,186800.0,NEAR BAY
+-122.33,37.93,34.0,2326.0,471.0,1356.0,441.0,2.3475,90300.0,NEAR BAY
+-122.33,37.93,27.0,2158.0,424.0,1220.0,442.0,3.0156,111500.0,NEAR BAY
+-122.34,37.93,32.0,2389.0,652.0,1672.0,584.0,1.4423,88300.0,NEAR BAY
+-122.34,37.93,45.0,2225.0,486.0,1304.0,459.0,2.64,112100.0,NEAR BAY
+-122.35,37.93,41.0,268.0,75.0,198.0,82.0,3.2222,156300.0,NEAR BAY
+-122.32,37.92,29.0,2304.0,399.0,1377.0,454.0,5.0187,140600.0,NEAR BAY
+-122.33,37.92,26.0,3887.0,779.0,2512.0,740.0,2.2301,122400.0,NEAR BAY
+-122.32,37.92,28.0,4649.0,977.0,2606.0,953.0,3.2674,129100.0,NEAR BAY
+-122.32,37.91,34.0,2669.0,647.0,1341.0,555.0,2.6399,119600.0,NEAR BAY
+-122.31,37.91,39.0,2955.0,696.0,1417.0,682.0,2.7628,167800.0,NEAR BAY
+-122.31,37.91,43.0,2549.0,511.0,1060.0,528.0,3.6417,178400.0,NEAR BAY
+-122.31,37.91,45.0,3924.0,834.0,1992.0,773.0,4.1146,177800.0,NEAR BAY
+-122.31,37.93,39.0,2505.0,371.0,872.0,345.0,5.3433,286500.0,NEAR BAY
+-122.31,37.93,36.0,2403.0,408.0,917.0,404.0,5.0399,253400.0,NEAR BAY
+-122.32,37.93,40.0,3056.0,489.0,1103.0,481.0,5.1067,247300.0,NEAR BAY
+-122.32,37.94,47.0,1911.0,283.0,697.0,275.0,6.2712,267700.0,NEAR BAY
+-122.3,37.92,32.0,3943.0,605.0,1524.0,614.0,6.0677,321600.0,NEAR BAY
+-122.29,37.92,35.0,583.0,88.0,235.0,84.0,5.943,288200.0,NEAR BAY
+-122.29,37.92,32.0,1736.0,234.0,602.0,231.0,6.516,401000.0,NEAR BAY
+-122.3,37.93,34.0,2254.0,357.0,715.0,306.0,4.5,304000.0,NEAR BAY
+-122.31,37.93,36.0,1526.0,256.0,696.0,263.0,3.5089,261900.0,NEAR BAY
+-122.32,37.93,33.0,296.0,73.0,216.0,63.0,2.675,22500.0,NEAR BAY
+-122.31,37.92,30.0,1014.0,236.0,537.0,204.0,2.8456,183300.0,NEAR BAY
+-122.31,37.92,38.0,1250.0,236.0,631.0,279.0,3.724,220100.0,NEAR BAY
+-122.31,37.92,12.0,1895.0,600.0,983.0,519.0,2.5,195800.0,NEAR BAY
+-122.32,37.92,22.0,1119.0,220.0,565.0,199.0,3.3594,186900.0,NEAR BAY
+-122.31,37.92,43.0,2116.0,407.0,900.0,361.0,4.1587,212200.0,NEAR BAY
+-122.3,37.92,33.0,1615.0,271.0,710.0,285.0,4.0804,239000.0,NEAR BAY
+-122.31,37.91,31.0,1432.0,348.0,681.0,348.0,2.7243,218100.0,NEAR BAY
+-122.3,37.91,39.0,2686.0,569.0,1159.0,559.0,2.9441,200400.0,NEAR BAY
+-122.3,37.91,40.0,2866.0,617.0,1305.0,589.0,3.6321,209100.0,NEAR BAY
+-122.3,37.9,37.0,2125.0,489.0,912.0,462.0,2.9219,217200.0,NEAR BAY
+-122.3,37.9,41.0,2053.0,435.0,873.0,415.0,3.4091,223000.0,NEAR BAY
+-122.3,37.9,35.0,1102.0,308.0,688.0,303.0,2.3946,141700.0,NEAR BAY
+-122.3,37.9,30.0,1772.0,471.0,880.0,437.0,2.2672,162500.0,NEAR BAY
+-122.29,37.92,36.0,1450.0,235.0,568.0,234.0,6.0,311400.0,NEAR BAY
+-122.29,37.91,38.0,2591.0,424.0,905.0,378.0,5.1691,263200.0,NEAR BAY
+-122.29,37.91,46.0,2085.0,346.0,748.0,354.0,4.0536,262000.0,NEAR BAY
+-122.29,37.91,40.0,2085.0,329.0,796.0,339.0,5.5357,273700.0,NEAR BAY
+-122.29,37.9,52.0,2657.0,500.0,1131.0,489.0,4.4286,234900.0,NEAR BAY
+-122.28,37.91,38.0,2501.0,348.0,805.0,329.0,6.5576,358500.0,NEAR BAY
+-122.28,37.9,49.0,3191.0,516.0,1148.0,507.0,6.3538,333700.0,NEAR BAY
+-122.28,37.9,52.0,1369.0,249.0,490.0,248.0,4.1212,287500.0,NEAR BAY
+-122.28,37.91,41.0,3009.0,482.0,1053.0,490.0,5.828,324400.0,NEAR BAY
+-122.27,37.91,47.0,1930.0,315.0,692.0,296.0,6.3669,315500.0,NEAR BAY
+-122.28,37.91,48.0,2083.0,298.0,685.0,286.0,7.3089,331200.0,NEAR BAY
+-124.17,41.8,16.0,2739.0,480.0,1259.0,436.0,3.7557,109400.0,NEAR OCEAN
+-124.3,41.8,19.0,2672.0,552.0,1298.0,478.0,1.9797,85800.0,NEAR OCEAN
+-124.23,41.75,11.0,3159.0,616.0,1343.0,479.0,2.4805,73200.0,NEAR OCEAN
+-124.21,41.77,17.0,3461.0,722.0,1947.0,647.0,2.5795,68400.0,NEAR OCEAN
+-124.19,41.78,15.0,3140.0,714.0,1645.0,640.0,1.6654,74600.0,NEAR OCEAN
+-124.22,41.73,28.0,3003.0,699.0,1530.0,653.0,1.7038,78300.0,NEAR OCEAN
+-124.21,41.75,20.0,3810.0,787.0,1993.0,721.0,2.0074,66900.0,NEAR OCEAN
+-124.17,41.76,20.0,2673.0,538.0,1282.0,514.0,2.4605,105900.0,NEAR OCEAN
+-124.16,41.74,15.0,2715.0,569.0,1532.0,530.0,2.1829,69500.0,NEAR OCEAN
+-124.14,41.95,21.0,2696.0,578.0,1208.0,494.0,2.275,122400.0,NEAR OCEAN
+-124.16,41.92,19.0,1668.0,324.0,841.0,283.0,2.1336,75000.0,NEAR OCEAN
+-124.3,41.84,17.0,2677.0,531.0,1244.0,456.0,3.0313,103600.0,NEAR OCEAN
+-124.15,41.81,17.0,3276.0,628.0,3546.0,585.0,2.2868,103100.0,NEAR OCEAN
+-123.91,41.68,22.0,1880.0,360.0,743.0,314.0,2.9688,152700.0,<1H OCEAN
+-123.83,41.88,18.0,1504.0,357.0,660.0,258.0,3.13,116700.0,<1H OCEAN
+-123.92,41.54,22.0,2920.0,636.0,1382.0,499.0,2.0202,71100.0,NEAR OCEAN
+-119.94,38.96,20.0,1451.0,386.0,467.0,255.0,1.5536,212500.0,INLAND
+-119.95,38.95,8.0,430.0,107.0,36.0,18.0,2.625,187500.0,INLAND
+-119.95,38.95,22.0,1058.0,352.0,851.0,269.0,2.02,87500.0,INLAND
+-119.95,38.95,21.0,2046.0,580.0,952.0,353.0,1.7245,92200.0,INLAND
+-119.94,38.95,25.0,1789.0,536.0,1134.0,396.0,2.32,91300.0,INLAND
+-119.95,38.94,24.0,2180.0,517.0,755.0,223.0,2.5875,173400.0,INLAND
+-119.93,38.94,27.0,1709.0,408.0,97.0,44.0,2.4917,200000.0,INLAND
+-119.97,38.94,26.0,1485.0,334.0,406.0,180.0,1.9667,84600.0,INLAND
+-119.97,38.93,24.0,856.0,185.0,388.0,108.0,3.1806,107200.0,INLAND
+-119.98,38.96,25.0,2443.0,444.0,868.0,342.0,3.5417,114800.0,INLAND
+-119.96,38.94,19.0,1429.0,292.0,585.0,188.0,2.2589,131600.0,INLAND
+-119.96,38.94,27.0,1492.0,393.0,717.0,254.0,1.8906,104200.0,INLAND
+-119.96,38.93,22.0,2731.0,632.0,1215.0,483.0,2.83,110500.0,INLAND
+-119.94,38.92,24.0,1258.0,216.0,235.0,96.0,4.6,136800.0,INLAND
+-119.98,38.94,25.0,1339.0,328.0,503.0,219.0,1.9018,109700.0,INLAND
+-119.98,38.94,23.0,1564.0,298.0,339.0,147.0,4.0417,99300.0,INLAND
+-119.99,38.94,24.0,1216.0,289.0,421.0,185.0,3.1625,103600.0,INLAND
+-119.99,38.94,22.0,3119.0,640.0,786.0,351.0,3.0806,118500.0,INLAND
+-119.99,38.93,23.0,1882.0,414.0,673.0,277.0,2.9091,141900.0,INLAND
+-119.98,38.93,28.0,1194.0,272.0,494.0,203.0,2.3281,85800.0,INLAND
+-119.98,38.93,25.0,1262.0,293.0,534.0,226.0,2.6607,90400.0,INLAND
+-119.98,38.92,27.0,2682.0,606.0,1010.0,399.0,3.15,86900.0,INLAND
+-119.98,38.92,28.0,1408.0,312.0,522.0,221.0,2.0708,89600.0,INLAND
+-120.0,38.93,17.0,8005.0,1382.0,999.0,383.0,3.9722,313400.0,INLAND
+-120.01,38.93,22.0,3080.0,610.0,1045.0,425.0,2.996,126100.0,INLAND
+-120.0,38.92,17.0,1106.0,207.0,466.0,180.0,3.3295,126600.0,INLAND
+-120.0,38.92,26.0,529.0,116.0,191.0,83.0,3.5,103600.0,INLAND
+-120.01,38.92,23.0,964.0,246.0,485.0,198.0,1.7188,96100.0,INLAND
+-120.01,38.92,25.0,1758.0,357.0,689.0,278.0,2.675,104200.0,INLAND
+-120.02,38.91,22.0,2138.0,493.0,829.0,330.0,2.2056,107200.0,INLAND
+-120.02,38.92,24.0,1194.0,246.0,414.0,151.0,3.2396,101900.0,INLAND
+-120.01,38.91,27.0,968.0,191.0,283.0,143.0,2.0938,94400.0,INLAND
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+-124.17,40.8,52.0,661.0,316.0,392.0,244.0,0.957,60000.0,NEAR OCEAN
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+-124.16,40.79,52.0,1264.0,277.0,591.0,284.0,1.7778,76900.0,NEAR OCEAN
+-124.17,40.8,52.0,1606.0,419.0,891.0,367.0,1.585,75500.0,NEAR OCEAN
+-124.17,40.8,52.0,1557.0,344.0,758.0,319.0,1.8529,62500.0,NEAR OCEAN
+-124.16,40.79,52.0,2148.0,421.0,975.0,430.0,2.2566,92700.0,NEAR OCEAN
+-124.16,40.78,50.0,2285.0,403.0,837.0,353.0,2.5417,85400.0,NEAR OCEAN
+-124.17,40.78,39.0,1606.0,330.0,731.0,327.0,1.6369,68300.0,NEAR OCEAN
+-124.19,40.78,37.0,1371.0,319.0,640.0,260.0,1.8242,70000.0,NEAR OCEAN
+-124.18,40.79,39.0,1836.0,352.0,883.0,337.0,1.745,70500.0,NEAR OCEAN
+-124.18,40.79,40.0,1398.0,311.0,788.0,279.0,1.4668,64600.0,NEAR OCEAN
+-124.17,40.79,43.0,2285.0,479.0,1169.0,482.0,1.9688,70500.0,NEAR OCEAN
+-124.16,40.78,43.0,2241.0,446.0,932.0,395.0,2.9038,82000.0,NEAR OCEAN
+-124.16,40.77,35.0,2141.0,438.0,1053.0,434.0,2.8529,85600.0,NEAR OCEAN
+-124.17,40.77,30.0,1895.0,366.0,990.0,359.0,2.2227,81300.0,NEAR OCEAN
+-124.18,40.78,37.0,1453.0,293.0,867.0,310.0,2.5536,70200.0,NEAR OCEAN
+-124.18,40.78,33.0,1076.0,222.0,656.0,236.0,2.5096,72200.0,NEAR OCEAN
+-124.18,40.78,34.0,1592.0,364.0,950.0,317.0,2.1607,67000.0,NEAR OCEAN
+-124.17,40.75,13.0,2171.0,339.0,951.0,353.0,4.8516,116100.0,NEAR OCEAN
+-124.17,40.76,26.0,1776.0,361.0,992.0,380.0,2.8056,82800.0,NEAR OCEAN
+-124.19,40.77,30.0,2975.0,634.0,1367.0,583.0,2.442,69000.0,NEAR OCEAN
+-124.15,40.81,50.0,340.0,74.0,235.0,83.0,1.75,67500.0,NEAR OCEAN
+-124.14,40.8,32.0,1373.0,312.0,872.0,306.0,2.5,72600.0,NEAR OCEAN
+-124.15,40.8,47.0,1486.0,335.0,765.0,329.0,1.755,74100.0,NEAR OCEAN
+-124.16,40.8,52.0,2167.0,480.0,908.0,451.0,1.6111,74700.0,NEAR OCEAN
+-124.16,40.8,52.0,1703.0,500.0,952.0,435.0,1.1386,74100.0,NEAR OCEAN
+-124.14,40.79,38.0,1552.0,290.0,873.0,291.0,2.4896,81000.0,NEAR OCEAN
+-124.15,40.78,41.0,2127.0,358.0,911.0,349.0,3.1711,104200.0,NEAR OCEAN
+-124.16,40.78,46.0,1975.0,346.0,791.0,349.0,3.8,81800.0,NEAR OCEAN
+-124.16,40.79,46.0,3042.0,597.0,1206.0,541.0,2.1135,90600.0,NEAR OCEAN
+-124.15,40.79,37.0,2692.0,488.0,1263.0,486.0,3.0216,86400.0,NEAR OCEAN
+-124.14,40.78,35.0,2426.0,423.0,982.0,432.0,3.4219,92800.0,NEAR OCEAN
+-124.14,40.77,27.0,3046.0,605.0,1407.0,571.0,2.9143,99600.0,NEAR OCEAN
+-124.15,40.76,24.0,2858.0,511.0,1388.0,512.0,3.375,100600.0,NEAR OCEAN
+-124.15,40.78,36.0,2112.0,374.0,829.0,368.0,3.3984,90000.0,NEAR OCEAN
+-124.11,40.81,23.0,959.0,212.0,425.0,175.0,2.5536,96100.0,NEAR OCEAN
+-124.13,40.78,34.0,2142.0,420.0,1056.0,382.0,2.1101,86900.0,NEAR OCEAN
+-124.13,40.8,31.0,2152.0,462.0,1259.0,420.0,2.2478,81100.0,NEAR OCEAN
+-124.13,40.79,29.0,2474.0,453.0,1130.0,427.0,2.8833,83000.0,NEAR OCEAN
+-124.13,40.79,32.0,2017.0,359.0,855.0,346.0,3.5833,92800.0,NEAR OCEAN
+-124.06,40.86,34.0,4183.0,,1891.0,669.0,3.2216,98100.0,NEAR OCEAN
+-124.05,40.85,31.0,2414.0,428.0,1005.0,401.0,3.5156,143000.0,NEAR OCEAN
+-124.02,40.8,22.0,2588.0,435.0,1198.0,442.0,3.9792,133900.0,<1H OCEAN
+-124.08,40.86,18.0,1287.0,484.0,805.0,502.0,1.1157,150000.0,NEAR OCEAN
+-124.09,40.86,25.0,1322.0,387.0,794.0,379.0,1.1742,75000.0,NEAR OCEAN
+-124.09,40.87,44.0,692.0,206.0,398.0,211.0,1.1576,87500.0,NEAR OCEAN
+-124.07,40.87,47.0,1765.0,326.0,796.0,333.0,2.2138,99200.0,NEAR OCEAN
+-124.08,40.87,29.0,1710.0,469.0,990.0,425.0,1.1479,101100.0,NEAR OCEAN
+-124.09,40.88,50.0,921.0,187.0,420.0,187.0,2.2188,105800.0,NEAR OCEAN
+-124.07,40.87,31.0,334.0,134.0,780.0,130.0,0.7684,153100.0,NEAR OCEAN
+-124.15,40.88,33.0,2235.0,506.0,1165.0,441.0,1.725,57500.0,NEAR OCEAN
+-124.1,40.88,35.0,2987.0,578.0,1581.0,585.0,2.0657,81100.0,NEAR OCEAN
+-124.09,40.88,31.0,1982.0,495.0,1052.0,467.0,1.5326,74100.0,NEAR OCEAN
+-124.09,40.88,26.0,2683.0,555.0,1353.0,526.0,2.4321,82100.0,NEAR OCEAN
+-124.1,40.9,18.0,4032.0,798.0,1948.0,775.0,2.7321,92600.0,NEAR OCEAN
+-124.23,40.81,52.0,1112.0,209.0,544.0,172.0,3.3462,50800.0,NEAR OCEAN
+-124.06,40.88,12.0,2087.0,424.0,1603.0,438.0,2.5667,139500.0,NEAR OCEAN
+-123.74,40.66,25.0,2395.0,431.0,983.0,375.0,3.0469,136000.0,<1H OCEAN
+-124.08,40.91,13.0,2522.0,719.0,1381.0,628.0,1.6667,78800.0,NEAR OCEAN
+-123.76,41.03,24.0,2386.0,565.0,1058.0,414.0,2.0644,79800.0,<1H OCEAN
+-123.85,41.32,31.0,938.0,238.0,425.0,157.0,1.0486,36700.0,<1H OCEAN
+-123.72,41.09,19.0,1970.0,431.0,1166.0,363.0,1.8208,50000.0,<1H OCEAN
+-123.63,41.11,19.0,1797.0,384.0,1033.0,327.0,1.4911,59200.0,<1H OCEAN
+-123.66,41.3,22.0,1580.0,372.0,686.0,264.0,1.8065,62700.0,<1H OCEAN
+-123.52,41.01,17.0,1564.0,345.0,517.0,222.0,2.1542,83800.0,INLAND
+-124.08,41.36,29.0,1029.0,239.0,509.0,196.0,2.0156,62800.0,NEAR OCEAN
+-124.06,41.13,22.0,3263.0,799.0,1384.0,578.0,2.4708,119400.0,NEAR OCEAN
+-124.14,41.06,32.0,1020.0,215.0,421.0,198.0,3.0208,143400.0,NEAR OCEAN
+-124.1,41.04,26.0,1633.0,380.0,890.0,370.0,1.9741,97900.0,NEAR OCEAN
+-124.01,40.97,21.0,1513.0,319.0,943.0,301.0,3.538,102700.0,<1H OCEAN
+-124.0,40.92,29.0,1429.0,,672.0,266.0,2.9485,98800.0,<1H OCEAN
+-124.01,40.89,28.0,1470.0,336.0,811.0,314.0,2.4559,75600.0,<1H OCEAN
+-123.98,40.88,41.0,1719.0,372.0,844.0,336.0,2.6923,84200.0,<1H OCEAN
+-123.88,40.93,28.0,1272.0,259.0,519.0,220.0,3.2891,106300.0,<1H OCEAN
+-124.16,41.02,23.0,1672.0,385.0,1060.0,390.0,2.1726,75500.0,NEAR OCEAN
+-124.08,40.99,18.0,3297.0,662.0,1554.0,578.0,2.6847,111300.0,NEAR OCEAN
+-124.16,40.95,20.0,1075.0,214.0,529.0,196.0,3.1406,96000.0,NEAR OCEAN
+-124.11,40.95,19.0,1734.0,365.0,866.0,342.0,2.96,81700.0,NEAR OCEAN
+-124.09,40.95,18.0,2250.0,484.0,1248.0,472.0,2.5893,99600.0,NEAR OCEAN
+-124.11,40.93,25.0,2392.0,474.0,1298.0,461.0,3.5076,73600.0,NEAR OCEAN
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+-124.09,40.92,12.0,2497.0,491.0,1153.0,462.0,2.8182,126900.0,NEAR OCEAN
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+-124.08,40.06,17.0,1319.0,267.0,393.0,163.0,2.625,135600.0,NEAR OCEAN
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+-118.41,33.97,44.0,2789.0,503.0,3732.0,474.0,4.6176,352300.0,<1H OCEAN
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+-118.43,33.96,38.0,1104.0,216.0,415.0,163.0,6.1985,422000.0,<1H OCEAN
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+-118.44,33.96,33.0,2799.0,491.0,978.0,447.0,5.6435,500001.0,<1H OCEAN
+-118.43,33.96,20.0,1901.0,270.0,704.0,254.0,8.7819,500001.0,<1H OCEAN
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+-118.43,33.96,16.0,14891.0,3984.0,6270.0,3595.0,5.1064,283200.0,<1H OCEAN
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+-118.38,33.97,42.0,1859.0,337.0,813.0,326.0,6.019,294500.0,<1H OCEAN
+-118.38,33.96,44.0,2395.0,458.0,1287.0,450.0,4.6923,299000.0,<1H OCEAN
+-118.38,33.95,35.0,3259.0,967.0,2003.0,920.0,3.2708,400000.0,<1H OCEAN
+-118.38,33.95,29.0,1821.0,588.0,1397.0,523.0,2.5833,187500.0,<1H OCEAN
+-118.37,33.95,5.0,6955.0,2062.0,3591.0,1566.0,3.111,247600.0,<1H OCEAN
+-118.4,33.96,44.0,1138.0,228.0,497.0,228.0,4.1852,303300.0,<1H OCEAN
+-118.41,33.96,15.0,412.0,128.0,310.0,137.0,3.9792,266700.0,<1H OCEAN
+-118.41,33.96,32.0,1044.0,219.0,567.0,222.0,4.1471,284400.0,<1H OCEAN
+-118.41,33.94,45.0,2038.0,394.0,1086.0,387.0,4.7375,289600.0,<1H OCEAN
+-118.45,33.96,24.0,3097.0,791.0,1075.0,639.0,5.723,500001.0,<1H OCEAN
+-118.45,33.96,36.0,2723.0,547.0,1090.0,519.0,6.3267,500001.0,<1H OCEAN
+-118.44,33.95,37.0,2076.0,332.0,771.0,327.0,6.2551,500001.0,<1H OCEAN
+-118.28,33.92,37.0,1761.0,409.0,1309.0,357.0,2.1875,175900.0,<1H OCEAN
+-118.28,33.91,41.0,620.0,133.0,642.0,162.0,2.6546,159600.0,<1H OCEAN
+-118.29,33.9,42.0,1273.0,309.0,1203.0,348.0,4.4636,162000.0,<1H OCEAN
+-118.29,33.91,41.0,2475.0,532.0,1416.0,470.0,3.8372,156400.0,<1H OCEAN
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+-118.29,33.92,23.0,2503.0,532.0,1735.0,505.0,2.7368,162800.0,<1H OCEAN
+-118.28,33.88,19.0,2758.0,675.0,2047.0,591.0,2.6618,179700.0,<1H OCEAN
+-118.29,33.88,32.0,2307.0,493.0,1754.0,528.0,4.317,232800.0,<1H OCEAN
+-118.29,33.88,27.0,2082.0,612.0,2009.0,548.0,2.9063,184100.0,<1H OCEAN
+-118.29,33.89,35.0,2810.0,614.0,1578.0,601.0,3.59,200600.0,<1H OCEAN
+-118.29,33.87,32.0,1700.0,340.0,864.0,317.0,4.381,238700.0,<1H OCEAN
+-118.3,33.86,35.0,2016.0,365.0,1083.0,369.0,5.1727,230200.0,<1H OCEAN
+-118.3,33.86,35.0,1511.0,274.0,853.0,308.0,4.9792,251300.0,<1H OCEAN
+-118.29,33.85,10.0,1391.0,420.0,1378.0,377.0,1.9049,222200.0,<1H OCEAN
+-118.31,33.84,5.0,3559.0,869.0,2965.0,794.0,2.6491,216700.0,<1H OCEAN
+-118.3,33.84,36.0,1428.0,268.0,825.0,250.0,4.7222,239600.0,<1H OCEAN
+-118.3,33.84,37.0,1241.0,226.0,621.0,255.0,4.9196,232400.0,<1H OCEAN
+-118.3,33.85,38.0,123.0,36.0,142.0,40.0,2.3942,200000.0,<1H OCEAN
+-118.3,33.83,31.0,2693.0,661.0,1598.0,618.0,3.1851,240200.0,<1H OCEAN
+-118.3,33.83,33.0,2716.0,660.0,1807.0,661.0,3.5473,226300.0,<1H OCEAN
+-118.31,33.83,27.0,2880.0,802.0,2083.0,727.0,2.9619,223400.0,<1H OCEAN
+-118.3,33.82,35.0,1499.0,340.0,1141.0,326.0,2.6136,213600.0,<1H OCEAN
+-118.3,33.82,26.0,2080.0,560.0,2096.0,506.0,2.8106,184400.0,<1H OCEAN
+-118.3,33.82,25.0,2659.0,765.0,2629.0,726.0,2.6368,175900.0,<1H OCEAN
+-118.3,33.81,17.0,5544.0,1068.0,3008.0,1038.0,5.322,282700.0,<1H OCEAN
+-118.3,33.8,27.0,2790.0,513.0,1498.0,519.0,5.3106,268300.0,<1H OCEAN
+-118.31,33.8,30.0,3096.0,757.0,2048.0,704.0,3.125,233300.0,<1H OCEAN
+-118.3,33.79,35.0,2793.0,686.0,2255.0,682.0,3.0057,235300.0,<1H OCEAN
+-118.3,33.79,9.0,2782.0,884.0,1790.0,748.0,2.9154,203300.0,<1H OCEAN
+-118.3,33.79,13.0,3569.0,924.0,2159.0,880.0,3.163,224200.0,<1H OCEAN
+-118.3,33.78,35.0,2572.0,504.0,1172.0,519.0,4.6207,304100.0,<1H OCEAN
+-118.26,33.8,41.0,2004.0,481.0,1658.0,456.0,3.1779,171100.0,<1H OCEAN
+-118.25,33.8,36.0,1697.0,394.0,1274.0,396.0,3.35,163100.0,<1H OCEAN
+-118.26,33.79,30.0,1291.0,230.0,835.0,215.0,5.5,181500.0,<1H OCEAN
+-118.25,33.79,32.0,1205.0,340.0,1799.0,370.0,2.375,128000.0,NEAR OCEAN
+-118.24,33.8,28.0,636.0,169.0,788.0,143.0,3.6161,131300.0,NEAR OCEAN
+-118.23,33.8,26.0,239.0,135.0,165.0,112.0,1.3333,187500.0,NEAR OCEAN
+-118.27,33.8,38.0,1446.0,327.0,980.0,319.0,3.35,177700.0,<1H OCEAN
+-118.27,33.79,36.0,2218.0,561.0,1789.0,527.0,3.1613,182300.0,<1H OCEAN
+-118.27,33.79,39.0,1513.0,365.0,1227.0,354.0,3.3929,184600.0,<1H OCEAN
+-118.28,33.8,38.0,1471.0,329.0,1207.0,335.0,4.0,165500.0,<1H OCEAN
+-118.28,33.79,28.0,1895.0,420.0,1422.0,389.0,4.3816,191300.0,<1H OCEAN
+-118.28,33.79,36.0,1989.0,458.0,1668.0,455.0,3.3009,168000.0,<1H OCEAN
+-118.28,33.78,20.0,2233.0,591.0,1915.0,558.0,3.2011,169100.0,<1H OCEAN
+-118.29,33.79,10.0,3708.0,1016.0,2855.0,948.0,2.0,165400.0,<1H OCEAN
+-118.29,33.79,16.0,1867.0,571.0,951.0,498.0,3.3427,154200.0,<1H OCEAN
+-118.3,33.79,21.0,1068.0,283.0,1180.0,274.0,2.5,157500.0,<1H OCEAN
+-118.3,33.8,8.0,1115.0,412.0,1472.0,396.0,3.1392,146200.0,<1H OCEAN
+-118.27,33.79,31.0,1535.0,369.0,1291.0,340.0,2.9375,174000.0,<1H OCEAN
+-118.26,33.78,27.0,1672.0,491.0,1723.0,462.0,2.0458,174500.0,NEAR OCEAN
+-118.27,33.79,26.0,2109.0,651.0,2120.0,605.0,2.1447,158700.0,<1H OCEAN
+-118.27,33.79,39.0,1417.0,359.0,1450.0,367.0,2.8462,172000.0,<1H OCEAN
+-118.25,33.79,34.0,1349.0,371.0,1716.0,380.0,2.7143,138100.0,NEAR OCEAN
+-118.25,33.79,38.0,1730.0,460.0,1724.0,424.0,2.7308,150400.0,NEAR OCEAN
+-118.25,33.79,39.0,981.0,286.0,1183.0,298.0,1.9208,139800.0,NEAR OCEAN
+-118.26,33.78,21.0,2188.0,706.0,2265.0,652.0,1.9923,164700.0,NEAR OCEAN
+-118.26,33.79,42.0,1162.0,264.0,1044.0,241.0,3.5488,205600.0,<1H OCEAN
+-118.23,33.78,20.0,59.0,24.0,69.0,23.0,2.5588,350000.0,NEAR OCEAN
+-118.26,33.78,35.0,1239.0,473.0,1524.0,387.0,2.0956,154700.0,NEAR OCEAN
+-118.25,33.78,32.0,296.0,139.0,511.0,133.0,1.4444,182100.0,NEAR OCEAN
+-118.24,33.78,24.0,574.0,173.0,784.0,162.0,2.25,152300.0,NEAR OCEAN
+-118.26,33.78,36.0,2191.0,739.0,2931.0,692.0,2.1311,163100.0,NEAR OCEAN
+-118.26,33.77,36.0,886.0,253.0,809.0,219.0,2.4545,164200.0,NEAR OCEAN
+-118.27,33.77,26.0,2272.0,694.0,2567.0,595.0,1.9964,150600.0,NEAR OCEAN
+-118.27,33.78,21.0,3354.0,1174.0,4426.0,1110.0,2.5262,167300.0,<1H OCEAN
+-118.28,33.78,37.0,1212.0,304.0,1076.0,293.0,3.2115,160100.0,<1H OCEAN
+-118.27,33.77,39.0,1731.0,485.0,2115.0,478.0,1.5369,141300.0,NEAR OCEAN
+-118.27,33.76,46.0,22.0,11.0,32.0,7.0,3.125,112500.0,NEAR OCEAN
+-118.3,33.77,18.0,3821.0,795.0,2831.0,769.0,2.9571,346200.0,<1H OCEAN
+-118.3,33.76,18.0,9659.0,1716.0,4336.0,1674.0,5.7764,290500.0,<1H OCEAN
+-118.28,33.77,47.0,307.0,69.0,374.0,65.0,2.9063,146900.0,<1H OCEAN
+-118.28,33.75,41.0,1305.0,381.0,1384.0,369.0,2.45,186800.0,NEAR OCEAN
+-118.28,33.75,18.0,393.0,189.0,429.0,188.0,1.8393,187500.0,NEAR OCEAN
+-118.28,33.74,40.0,1751.0,512.0,1939.0,503.0,1.5394,200000.0,NEAR OCEAN
+-118.28,33.75,21.0,2442.0,719.0,1916.0,646.0,1.2276,208300.0,NEAR OCEAN
+-118.28,33.74,16.0,855.0,271.0,486.0,250.0,0.7591,350000.0,NEAR OCEAN
+-118.3,33.75,19.0,2356.0,440.0,1291.0,418.0,4.2308,416100.0,<1H OCEAN
+-118.3,33.76,6.0,6097.0,1270.0,2678.0,1226.0,5.1269,285200.0,<1H OCEAN
+-118.3,33.75,42.0,967.0,175.0,481.0,163.0,5.6611,265600.0,<1H OCEAN
+-118.3,33.75,48.0,1958.0,386.0,1098.0,380.0,4.625,273400.0,<1H OCEAN
+-118.3,33.74,47.0,2223.0,410.0,1163.0,413.0,4.4671,270800.0,NEAR OCEAN
+-118.31,33.74,36.0,2464.0,472.0,1111.0,457.0,4.5074,350000.0,NEAR OCEAN
+-118.31,33.74,22.0,5042.0,974.0,2260.0,935.0,4.3472,351200.0,NEAR OCEAN
+-118.29,33.75,27.0,1650.0,443.0,1359.0,386.0,2.5795,192400.0,NEAR OCEAN
+-118.3,33.75,23.0,1957.0,517.0,1454.0,526.0,3.5056,203100.0,<1H OCEAN
+-118.29,33.75,37.0,1319.0,292.0,766.0,285.0,2.7031,218900.0,NEAR OCEAN
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+-118.2,33.82,21.0,2251.0,452.0,913.0,420.0,4.6042,272200.0,NEAR OCEAN
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+-118.2,33.81,43.0,3013.0,574.0,1525.0,529.0,4.95,194000.0,NEAR OCEAN
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+-118.2,33.81,45.0,944.0,178.0,533.0,193.0,3.4808,206900.0,NEAR OCEAN
+-118.2,33.81,46.0,1388.0,254.0,742.0,241.0,4.6458,212100.0,NEAR OCEAN
+-118.2,33.81,47.0,2347.0,437.0,1219.0,420.0,5.3096,209900.0,NEAR OCEAN
+-118.21,33.82,34.0,1719.0,398.0,1444.0,372.0,2.8438,139300.0,NEAR OCEAN
+-118.21,33.81,43.0,905.0,199.0,764.0,204.0,3.3214,162200.0,NEAR OCEAN
+-118.21,33.81,40.0,1815.0,428.0,1807.0,413.0,3.0882,160700.0,NEAR OCEAN
+-118.21,33.82,33.0,1278.0,311.0,1157.0,320.0,3.5054,146800.0,NEAR OCEAN
+-118.22,33.82,30.0,1680.0,469.0,1779.0,429.0,3.6086,146300.0,NEAR OCEAN
+-118.21,33.82,45.0,455.0,92.0,394.0,89.0,4.9562,165700.0,NEAR OCEAN
+-118.21,33.82,43.0,1005.0,199.0,723.0,191.0,4.3424,162500.0,NEAR OCEAN
+-118.22,33.82,17.0,5357.0,1332.0,3030.0,1266.0,1.9311,138100.0,NEAR OCEAN
+-118.21,33.81,45.0,1693.0,337.0,1255.0,333.0,3.6923,159700.0,NEAR OCEAN
+-118.21,33.81,45.0,1816.0,398.0,1524.0,388.0,3.8586,157900.0,NEAR OCEAN
+-118.22,33.81,38.0,1486.0,359.0,1345.0,326.0,3.3988,147800.0,NEAR OCEAN
+-118.22,33.81,41.0,726.0,166.0,602.0,183.0,3.7885,156900.0,NEAR OCEAN
+-118.21,33.8,45.0,1160.0,274.0,1095.0,269.0,2.7308,139000.0,NEAR OCEAN
+-118.21,33.8,41.0,1251.0,279.0,1053.0,278.0,3.2778,150800.0,NEAR OCEAN
+-118.22,33.8,36.0,1285.0,347.0,1291.0,337.0,3.7708,157100.0,NEAR OCEAN
+-118.22,33.8,33.0,1984.0,477.0,1764.0,440.0,3.875,165100.0,NEAR OCEAN
+-118.22,33.79,28.0,3008.0,629.0,2537.0,596.0,2.3,137500.0,NEAR OCEAN
+-118.21,33.79,39.0,1598.0,458.0,1691.0,399.0,2.3605,141800.0,NEAR OCEAN
+-118.21,33.79,32.0,2020.0,613.0,2557.0,562.0,2.1397,145300.0,NEAR OCEAN
+-118.21,33.8,44.0,1387.0,280.0,984.0,302.0,4.25,143100.0,NEAR OCEAN
+-118.19,33.8,38.0,2010.0,595.0,1535.0,525.0,1.9848,160400.0,NEAR OCEAN
+-118.19,33.79,29.0,3497.0,1096.0,2994.0,919.0,1.8109,137500.0,NEAR OCEAN
+-118.2,33.79,47.0,767.0,195.0,569.0,195.0,2.9514,185200.0,NEAR OCEAN
+-118.2,33.79,48.0,2105.0,592.0,1807.0,539.0,2.7183,190400.0,NEAR OCEAN
+-118.2,33.79,47.0,2549.0,626.0,1388.0,606.0,3.0135,192700.0,NEAR OCEAN
+-118.2,33.8,52.0,1786.0,445.0,1090.0,430.0,2.8988,194900.0,NEAR OCEAN
+-118.19,33.8,41.0,2125.0,591.0,1604.0,555.0,2.9943,190600.0,NEAR OCEAN
+-118.2,33.8,42.0,4577.0,1146.0,2749.0,1094.0,2.5012,197500.0,NEAR OCEAN
+-118.2,33.8,45.0,2456.0,495.0,1300.0,450.0,3.9792,210200.0,NEAR OCEAN
+-118.2,33.8,52.0,1009.0,216.0,614.0,231.0,4.0074,200800.0,NEAR OCEAN
+-118.18,33.8,42.0,2301.0,621.0,2114.0,561.0,2.0579,132700.0,NEAR OCEAN
+-118.19,33.8,36.0,2326.0,729.0,2635.0,657.0,2.1985,141800.0,NEAR OCEAN
+-118.18,33.79,42.0,1571.0,435.0,1631.0,417.0,1.6384,128000.0,NEAR OCEAN
+-118.19,33.79,41.0,2114.0,612.0,2357.0,529.0,1.7938,142600.0,NEAR OCEAN
+-118.19,33.79,43.0,1823.0,600.0,2339.0,560.0,1.6792,130600.0,NEAR OCEAN
+-118.18,33.8,30.0,2734.0,758.0,2951.0,691.0,1.7689,117600.0,NEAR OCEAN
+-118.17,33.79,36.0,948.0,303.0,1042.0,301.0,1.55,100000.0,NEAR OCEAN
+-118.18,33.82,43.0,2210.0,469.0,1042.0,418.0,3.5,216700.0,NEAR OCEAN
+-118.18,33.81,27.0,471.0,132.0,315.0,96.0,1.75,154200.0,NEAR OCEAN
+-118.16,33.8,9.0,3564.0,835.0,1530.0,807.0,5.1806,175000.0,NEAR OCEAN
+-118.16,33.79,25.0,5463.0,1265.0,3010.0,1179.0,3.233,199100.0,NEAR OCEAN
+-118.17,33.8,26.0,1589.0,380.0,883.0,366.0,3.5313,187500.0,NEAR OCEAN
+-118.18,33.8,15.0,2407.0,589.0,1591.0,506.0,3.0513,148100.0,NEAR OCEAN
+-118.12,33.83,45.0,1579.0,278.0,687.0,285.0,5.0424,225900.0,<1H OCEAN
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+-118.13,33.83,45.0,3087.0,574.0,1474.0,567.0,5.5196,227600.0,<1H OCEAN
+-118.1,33.83,36.0,1408.0,250.0,702.0,251.0,4.875,222500.0,<1H OCEAN
+-118.11,33.83,36.0,1462.0,233.0,664.0,220.0,5.1171,225300.0,<1H OCEAN
+-118.11,33.82,36.0,1999.0,390.0,887.0,379.0,3.8162,221900.0,<1H OCEAN
+-118.11,33.82,36.0,1742.0,340.0,857.0,341.0,4.6875,218200.0,<1H OCEAN
+-118.11,33.83,37.0,1249.0,202.0,517.0,189.0,4.4196,223100.0,<1H OCEAN
+-118.11,33.83,36.0,1820.0,313.0,899.0,295.0,4.918,225200.0,<1H OCEAN
+-118.09,33.83,36.0,2734.0,448.0,1308.0,441.0,5.9265,227300.0,<1H OCEAN
+-118.1,33.82,36.0,2422.0,420.0,1193.0,421.0,4.8462,225700.0,<1H OCEAN
+-118.1,33.82,36.0,1930.0,354.0,915.0,328.0,5.2713,244400.0,<1H OCEAN
+-118.1,33.83,36.0,2000.0,343.0,956.0,352.0,5.3735,234400.0,<1H OCEAN
+-118.08,33.81,20.0,6295.0,937.0,2292.0,874.0,7.6084,402500.0,<1H OCEAN
+-118.09,33.82,36.0,2219.0,393.0,1042.0,396.0,5.2299,239800.0,<1H OCEAN
+-118.09,33.81,36.0,1878.0,323.0,846.0,325.0,7.1937,254400.0,<1H OCEAN
+-118.1,33.81,36.0,1111.0,184.0,444.0,177.0,3.7031,245300.0,<1H OCEAN
+-118.1,33.81,36.0,856.0,146.0,451.0,164.0,5.1993,246000.0,<1H OCEAN
+-118.11,33.81,36.0,1252.0,209.0,558.0,214.0,3.9722,235600.0,<1H OCEAN
+-118.11,33.82,37.0,1987.0,347.0,1095.0,357.0,4.3203,232800.0,<1H OCEAN
+-118.1,33.82,36.0,1946.0,346.0,871.0,336.0,5.2155,254800.0,<1H OCEAN
+-118.11,33.82,37.0,1756.0,345.0,836.0,335.0,4.375,218200.0,<1H OCEAN
+-118.12,33.81,36.0,2565.0,458.0,1155.0,443.0,4.6087,224600.0,<1H OCEAN
+-118.12,33.81,37.0,1798.0,331.0,860.0,340.0,4.2143,228500.0,<1H OCEAN
+-118.13,33.81,37.0,1013.0,199.0,493.0,183.0,4.7845,231400.0,<1H OCEAN
+-118.13,33.81,37.0,1228.0,237.0,572.0,242.0,4.325,223900.0,<1H OCEAN
+-118.13,33.82,37.0,1530.0,290.0,711.0,283.0,5.1795,225400.0,<1H OCEAN
+-118.13,33.82,36.0,665.0,114.0,273.0,112.0,3.7321,223700.0,<1H OCEAN
+-118.13,33.81,34.0,1903.0,343.0,928.0,349.0,5.395,241900.0,<1H OCEAN
+-118.13,33.81,36.0,1749.0,322.0,855.0,319.0,4.6473,227100.0,<1H OCEAN
+-118.13,33.8,36.0,1026.0,182.0,505.0,176.0,4.3438,233600.0,<1H OCEAN
+-118.13,33.8,36.0,1496.0,271.0,743.0,265.0,4.4312,226000.0,<1H OCEAN
+-118.13,33.8,41.0,1509.0,325.0,821.0,314.0,4.0893,223000.0,<1H OCEAN
+-118.15,33.8,44.0,1886.0,399.0,1167.0,372.0,3.1042,219800.0,NEAR OCEAN
+-118.12,33.81,36.0,1774.0,299.0,784.0,298.0,5.0447,249200.0,<1H OCEAN
+-118.12,33.81,36.0,1665.0,291.0,721.0,294.0,4.6875,250700.0,<1H OCEAN
+-118.12,33.8,35.0,1835.0,435.0,774.0,418.0,2.7092,256300.0,<1H OCEAN
+-118.12,33.8,36.0,1257.0,205.0,530.0,211.0,5.3701,251400.0,<1H OCEAN
+-118.11,33.8,36.0,1837.0,319.0,810.0,305.0,4.3897,235000.0,<1H OCEAN
+-118.11,33.79,36.0,1993.0,354.0,884.0,337.0,5.587,244900.0,<1H OCEAN
+-118.11,33.79,36.0,2223.0,370.0,1039.0,370.0,5.7942,257000.0,<1H OCEAN
+-118.09,33.81,36.0,1371.0,250.0,666.0,257.0,5.0795,243300.0,<1H OCEAN
+-118.09,33.8,36.0,1724.0,322.0,838.0,328.0,4.4831,253900.0,<1H OCEAN
+-118.11,33.8,36.0,1680.0,291.0,744.0,280.0,4.66,244800.0,<1H OCEAN
+-118.11,33.8,35.0,1034.0,180.0,444.0,177.0,5.4602,231600.0,<1H OCEAN
+-118.11,33.81,37.0,1694.0,280.0,776.0,271.0,6.2187,257900.0,<1H OCEAN
+-118.1,33.81,36.0,1962.0,325.0,786.0,315.0,5.62,239600.0,<1H OCEAN
+-118.1,33.8,37.0,1814.0,329.0,850.0,328.0,5.0574,240800.0,<1H OCEAN
+-118.09,33.79,36.0,4210.0,657.0,1911.0,631.0,5.8491,247300.0,<1H OCEAN
+-118.1,33.78,35.0,4466.0,740.0,2134.0,743.0,5.7389,251800.0,<1H OCEAN
+-118.1,33.79,35.0,2370.0,379.0,996.0,380.0,5.7368,287200.0,<1H OCEAN
+-118.1,33.79,36.0,3359.0,596.0,1522.0,565.0,5.1805,249400.0,<1H OCEAN
+-118.11,33.78,16.0,3985.0,567.0,1327.0,564.0,7.9767,500001.0,<1H OCEAN
+-118.13,33.79,29.0,2937.0,524.0,1132.0,528.0,4.6133,500001.0,NEAR OCEAN
+-118.13,33.78,31.0,3039.0,739.0,1199.0,697.0,3.7232,500001.0,NEAR OCEAN
+-118.13,33.79,36.0,1245.0,211.0,508.0,221.0,5.3441,480600.0,NEAR OCEAN
+-118.12,33.79,43.0,1471.0,301.0,767.0,311.0,4.3317,232400.0,<1H OCEAN
+-118.12,33.79,41.0,1762.0,314.0,738.0,300.0,4.1687,240700.0,<1H OCEAN
+-118.13,33.79,44.0,2153.0,375.0,947.0,364.0,5.0072,236200.0,NEAR OCEAN
+-118.13,33.79,45.0,2317.0,448.0,1057.0,428.0,4.375,234800.0,NEAR OCEAN
+-118.14,33.79,45.0,1519.0,263.0,681.0,267.0,4.6452,212500.0,NEAR OCEAN
+-118.13,33.79,20.0,6678.0,1797.0,3625.0,1599.0,3.7716,242900.0,NEAR OCEAN
+-118.14,33.8,43.0,2506.0,531.0,1230.0,543.0,3.4211,203900.0,NEAR OCEAN
+-118.15,33.79,5.0,3700.0,993.0,1657.0,848.0,3.7826,196300.0,NEAR OCEAN
+-118.14,33.79,23.0,2573.0,688.0,1478.0,604.0,3.4833,209400.0,NEAR OCEAN
+-118.14,33.79,44.0,2388.0,619.0,1461.0,592.0,3.1711,215400.0,NEAR OCEAN
+-118.14,33.78,44.0,2101.0,496.0,1038.0,500.0,3.108,217900.0,NEAR OCEAN
+-118.15,33.79,25.0,4013.0,1097.0,2297.0,969.0,3.0453,185900.0,NEAR OCEAN
+-118.15,33.78,17.0,1584.0,435.0,904.0,406.0,2.0875,181300.0,NEAR OCEAN
+-118.16,33.78,14.0,1709.0,558.0,1939.0,520.0,1.9808,139100.0,NEAR OCEAN
+-118.16,33.78,33.0,2048.0,585.0,2074.0,597.0,2.0156,152700.0,NEAR OCEAN
+-118.16,33.79,25.0,3742.0,1180.0,3916.0,1063.0,2.4,153700.0,NEAR OCEAN
+-118.16,33.79,26.0,3061.0,844.0,2135.0,769.0,2.875,164000.0,NEAR OCEAN
+-118.17,33.79,32.0,2171.0,672.0,3002.0,648.0,2.375,139700.0,NEAR OCEAN
+-118.17,33.79,30.0,1349.0,519.0,2646.0,552.0,1.9318,115900.0,NEAR OCEAN
+-118.18,33.78,36.0,1697.0,550.0,1379.0,434.0,1.2746,129700.0,NEAR OCEAN
+-118.18,33.79,27.0,1580.0,510.0,1896.0,448.0,2.0186,130000.0,NEAR OCEAN
+-118.17,33.79,28.0,1219.0,408.0,1816.0,348.0,1.7589,118300.0,NEAR OCEAN
+-118.18,33.79,20.0,1255.0,360.0,1201.0,318.0,1.2206,162500.0,NEAR OCEAN
+-118.19,33.78,29.0,1170.0,369.0,1398.0,373.0,2.2543,156300.0,NEAR OCEAN
+-118.19,33.79,37.0,1834.0,551.0,1967.0,476.0,2.137,126600.0,NEAR OCEAN
+-118.19,33.79,30.0,3107.0,994.0,3543.0,850.0,1.9387,141700.0,NEAR OCEAN
+-118.19,33.78,24.0,225.0,72.0,439.0,71.0,2.8533,137500.0,NEAR OCEAN
+-118.2,33.79,25.0,2851.0,968.0,3744.0,906.0,2.0675,116700.0,NEAR OCEAN
+-118.21,33.79,33.0,32.0,18.0,96.0,36.0,4.5938,112500.0,NEAR OCEAN
+-118.21,33.79,44.0,121.0,29.0,153.0,30.0,2.1964,150000.0,NEAR OCEAN
+-118.22,33.79,48.0,143.0,41.0,222.0,50.0,1.7,104200.0,NEAR OCEAN
+-118.23,33.76,21.0,49.0,14.0,29.0,16.0,5.0,87500.0,NEAR OCEAN
+-118.19,33.78,21.0,2741.0,1029.0,2924.0,969.0,1.3274,218800.0,NEAR OCEAN
+-118.19,33.78,35.0,1511.0,593.0,914.0,539.0,0.9318,187500.0,NEAR OCEAN
+-118.2,33.78,46.0,1889.0,651.0,1545.0,587.0,1.7064,175000.0,NEAR OCEAN
+-118.2,33.78,48.0,1766.0,497.0,1908.0,466.0,1.9872,168800.0,NEAR OCEAN
+-118.2,33.78,52.0,2662.0,893.0,3018.0,763.0,2.3305,162500.0,NEAR OCEAN
+-118.19,33.77,35.0,1574.0,603.0,820.0,514.0,1.2321,137500.0,NEAR OCEAN
+-118.2,33.77,40.0,2034.0,899.0,1257.0,797.0,1.2864,131300.0,NEAR OCEAN
+-118.2,33.77,24.0,2404.0,819.0,1566.0,753.0,1.5076,145800.0,NEAR OCEAN
+-118.2,33.77,22.0,1118.0,437.0,1190.0,399.0,1.9797,143800.0,NEAR OCEAN
+-118.2,33.77,52.0,1375.0,457.0,1089.0,317.0,2.2344,200000.0,NEAR OCEAN
+-118.2,33.77,41.0,1158.0,396.0,1209.0,336.0,2.7813,129200.0,NEAR OCEAN
+-118.2,33.77,42.0,517.0,233.0,995.0,212.0,2.225,106300.0,NEAR OCEAN
+-118.18,33.77,45.0,1434.0,627.0,735.0,518.0,1.5,162500.0,NEAR OCEAN
+-118.19,33.76,25.0,1442.0,392.0,632.0,385.0,4.6629,162500.0,NEAR OCEAN
+-118.19,33.77,52.0,1562.0,616.0,692.0,512.0,1.4048,200000.0,NEAR OCEAN
+-118.18,33.77,39.0,1645.0,547.0,1339.0,499.0,1.5536,155000.0,NEAR OCEAN
+-118.18,33.77,36.0,1833.0,688.0,1128.0,620.0,1.1483,112500.0,NEAR OCEAN
+-118.19,33.77,21.0,2103.0,727.0,1064.0,603.0,1.6178,137500.0,NEAR OCEAN
+-118.19,33.77,31.0,1711.0,691.0,1092.0,568.0,1.0714,150000.0,NEAR OCEAN
+-118.18,33.78,20.0,1852.0,556.0,1712.0,556.0,1.4565,152500.0,NEAR OCEAN
+-118.18,33.78,17.0,1419.0,436.0,1300.0,360.0,2.0769,100000.0,NEAR OCEAN
+-118.18,33.78,52.0,1180.0,381.0,1046.0,332.0,1.5603,162500.0,NEAR OCEAN
+-118.19,33.78,31.0,1648.0,484.0,898.0,457.0,1.5844,162500.0,NEAR OCEAN
+-118.19,33.78,8.0,992.0,393.0,694.0,331.0,2.5544,162500.0,NEAR OCEAN
+-118.19,33.78,29.0,1013.0,392.0,1083.0,316.0,1.8438,162500.0,NEAR OCEAN
+-118.19,33.78,42.0,1021.0,300.0,533.0,187.0,1.8036,175000.0,NEAR OCEAN
+-118.17,33.78,29.0,2920.0,962.0,3580.0,772.0,1.7393,140200.0,NEAR OCEAN
+-118.17,33.78,23.0,3768.0,1261.0,3940.0,1098.0,1.9647,186200.0,NEAR OCEAN
+-118.18,33.78,26.0,3042.0,1253.0,4812.0,1141.0,1.7701,146200.0,NEAR OCEAN
+-118.17,33.78,44.0,2364.0,746.0,3184.0,672.0,1.918,147500.0,NEAR OCEAN
+-118.17,33.77,36.0,2933.0,881.0,2077.0,838.0,2.2538,181300.0,NEAR OCEAN
+-118.17,33.77,45.0,2508.0,797.0,1340.0,720.0,2.6786,191100.0,NEAR OCEAN
+-118.17,33.77,38.0,2239.0,721.0,984.0,684.0,2.346,165600.0,NEAR OCEAN
+-118.17,33.77,39.0,2953.0,878.0,1379.0,785.0,2.1378,180400.0,NEAR OCEAN
+-118.17,33.77,12.0,4409.0,1401.0,3068.0,1262.0,2.2808,154700.0,NEAR OCEAN
+-118.18,33.77,29.0,1776.0,606.0,1391.0,488.0,1.1295,137500.0,NEAR OCEAN
+-118.18,33.77,30.0,1418.0,439.0,720.0,417.0,2.6371,159400.0,NEAR OCEAN
+-118.17,33.77,37.0,1127.0,327.0,492.0,331.0,2.675,241700.0,NEAR OCEAN
+-118.18,33.74,30.0,5915.0,1750.0,2136.0,1503.0,4.0968,310000.0,NEAR OCEAN
+-118.17,33.77,45.0,2151.0,643.0,1047.0,579.0,3.1149,218800.0,NEAR OCEAN
+-118.17,33.77,45.0,2143.0,697.0,1004.0,594.0,3.0153,220000.0,NEAR OCEAN
+-118.18,33.77,37.0,2653.0,754.0,1087.0,698.0,2.3523,325000.0,NEAR OCEAN
+-118.18,33.77,41.0,2048.0,601.0,852.0,533.0,2.5726,193800.0,NEAR OCEAN
+-118.18,33.77,49.0,2297.0,759.0,1105.0,629.0,1.8388,175000.0,NEAR OCEAN
+-118.16,33.77,49.0,3382.0,787.0,1314.0,756.0,3.8125,382100.0,NEAR OCEAN
+-118.17,33.74,36.0,2006.0,453.0,807.0,426.0,3.7838,500001.0,NEAR OCEAN
+-118.16,33.77,30.0,4439.0,1105.0,1749.0,1011.0,3.8984,306300.0,NEAR OCEAN
+-118.15,33.77,39.0,2428.0,634.0,1312.0,612.0,2.7212,266300.0,NEAR OCEAN
+-118.16,33.77,30.0,2800.0,757.0,1292.0,742.0,2.7614,272200.0,NEAR OCEAN
+-118.16,33.77,38.0,3235.0,769.0,1284.0,752.0,2.9384,304100.0,NEAR OCEAN
+-118.16,33.77,29.0,3078.0,786.0,1460.0,736.0,2.875,232500.0,NEAR OCEAN
+-118.17,33.77,25.0,4405.0,1262.0,2178.0,1090.0,3.0503,225000.0,NEAR OCEAN
+-118.16,33.78,15.0,4798.0,1374.0,3087.0,1212.0,2.127,163300.0,NEAR OCEAN
+-118.16,33.78,39.0,4075.0,1085.0,2470.0,1025.0,2.3317,222500.0,NEAR OCEAN
+-118.16,33.78,52.0,3248.0,853.0,1819.0,815.0,3.1739,222900.0,NEAR OCEAN
+-118.16,33.78,29.0,3684.0,1301.0,3891.0,1143.0,1.6955,179700.0,NEAR OCEAN
+-118.15,33.78,13.0,3056.0,861.0,1600.0,824.0,3.3003,207800.0,NEAR OCEAN
+-118.15,33.78,12.0,4436.0,1133.0,2176.0,1002.0,3.5812,198600.0,NEAR OCEAN
+-118.15,33.78,35.0,2768.0,752.0,1277.0,651.0,3.6193,250000.0,NEAR OCEAN
+-118.14,33.78,42.0,1898.0,488.0,940.0,483.0,3.4107,233300.0,NEAR OCEAN
+-118.13,33.78,45.0,1016.0,172.0,361.0,163.0,7.5,434500.0,NEAR OCEAN
+-118.14,33.77,49.0,2792.0,690.0,1301.0,648.0,3.2917,307400.0,NEAR OCEAN
+-118.14,33.77,51.0,2812.0,621.0,1171.0,566.0,3.875,342900.0,NEAR OCEAN
+-118.15,33.77,52.0,2204.0,498.0,899.0,445.0,4.1765,393900.0,NEAR OCEAN
+-118.15,33.77,41.0,3448.0,896.0,1621.0,838.0,4.5,339800.0,NEAR OCEAN
+-118.15,33.77,27.0,3043.0,787.0,1398.0,747.0,3.5528,271100.0,NEAR OCEAN
+-118.14,33.76,37.0,3242.0,698.0,1080.0,629.0,3.901,432500.0,NEAR OCEAN
+-118.16,33.72,29.0,2743.0,708.0,1059.0,651.0,3.625,500000.0,NEAR OCEAN
+-118.15,33.76,36.0,2916.0,785.0,1183.0,749.0,3.5985,500001.0,NEAR OCEAN
+-118.15,33.77,36.0,4366.0,1211.0,1912.0,1172.0,3.5292,361800.0,NEAR OCEAN
+-118.13,33.76,52.0,2216.0,526.0,940.0,530.0,4.5469,381000.0,NEAR OCEAN
+-118.13,33.76,44.0,1543.0,463.0,652.0,406.0,4.25,439300.0,NEAR OCEAN
+-118.14,33.75,39.0,1995.0,634.0,867.0,567.0,4.0795,400000.0,NEAR OCEAN
+-118.14,33.76,52.0,2677.0,642.0,1144.0,624.0,4.3889,378000.0,NEAR OCEAN
+-118.14,33.76,50.0,2960.0,761.0,1179.0,718.0,3.5214,398100.0,NEAR OCEAN
+-118.14,33.76,44.0,1633.0,536.0,741.0,513.0,3.385,408300.0,NEAR OCEAN
+-118.14,33.77,52.0,2208.0,409.0,791.0,408.0,5.8408,500000.0,NEAR OCEAN
+-118.14,33.76,50.0,914.0,167.0,322.0,165.0,4.7361,418800.0,NEAR OCEAN
+-118.13,33.76,46.0,2834.0,673.0,1175.0,670.0,4.7875,363800.0,NEAR OCEAN
+-118.13,33.76,44.0,2532.0,621.0,961.0,550.0,3.9352,406900.0,NEAR OCEAN
+-118.12,33.76,43.0,3070.0,668.0,1240.0,646.0,3.7813,461500.0,NEAR OCEAN
+-118.12,33.75,47.0,3330.0,569.0,1220.0,557.0,7.3672,500001.0,NEAR OCEAN
+-118.12,33.76,45.0,3035.0,516.0,1127.0,527.0,7.0796,500001.0,NEAR OCEAN
+-118.12,33.75,41.0,2072.0,491.0,742.0,414.0,3.9934,500001.0,NEAR OCEAN
+-118.14,33.71,36.0,2484.0,525.0,792.0,446.0,5.1815,500001.0,NEAR OCEAN
+-118.1,33.76,15.0,4690.0,1002.0,1879.0,974.0,5.6051,267400.0,NEAR OCEAN
+-118.11,33.77,15.0,9103.0,1847.0,3333.0,1712.0,5.1508,367300.0,NEAR OCEAN
+-118.12,33.77,20.0,4534.0,954.0,1941.0,892.0,6.0362,463500.0,NEAR OCEAN
+-118.12,33.77,10.0,7264.0,1137.0,2528.0,1057.0,10.2233,500001.0,NEAR OCEAN
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+-118.41,33.89,31.0,702.0,161.0,236.0,144.0,5.0497,500001.0,<1H OCEAN
+-118.4,33.9,38.0,2868.0,466.0,1098.0,438.0,7.9059,477100.0,<1H OCEAN
+-118.4,33.89,36.0,2334.0,430.0,1033.0,407.0,6.6321,481500.0,<1H OCEAN
+-118.4,33.89,31.0,2926.0,492.0,1149.0,476.0,7.9611,500001.0,<1H OCEAN
+-118.4,33.89,36.0,2127.0,314.0,807.0,306.0,8.1596,500001.0,<1H OCEAN
+-118.39,33.9,7.0,4314.0,725.0,1699.0,718.0,8.2037,500001.0,<1H OCEAN
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+-118.36,33.89,40.0,756.0,122.0,371.0,130.0,5.0299,329200.0,<1H OCEAN
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+-118.37,33.89,21.0,2696.0,548.0,1142.0,473.0,5.6091,356800.0,<1H OCEAN
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+-118.36,33.87,19.0,2512.0,575.0,1275.0,544.0,4.9375,293000.0,<1H OCEAN
+-118.37,33.87,19.0,757.0,148.0,361.0,141.0,6.02,304200.0,<1H OCEAN
+-118.37,33.88,27.0,1688.0,331.0,811.0,327.0,4.5357,334200.0,<1H OCEAN
+-118.38,33.87,27.0,2287.0,491.0,1101.0,466.0,4.675,316900.0,<1H OCEAN
+-118.38,33.88,27.0,3039.0,606.0,1421.0,564.0,5.5771,345500.0,<1H OCEAN
+-118.37,33.88,26.0,2620.0,530.0,1282.0,525.0,4.4828,340700.0,<1H OCEAN
+-118.36,33.87,17.0,1082.0,291.0,598.0,281.0,3.9868,281900.0,<1H OCEAN
+-118.36,33.87,22.0,2114.0,541.0,1300.0,538.0,3.4208,290000.0,<1H OCEAN
+-118.37,33.87,18.0,2516.0,485.0,1128.0,433.0,5.0114,338600.0,<1H OCEAN
+-118.37,33.87,13.0,2907.0,726.0,1573.0,694.0,3.5048,294000.0,<1H OCEAN
+-118.36,33.86,35.0,2126.0,434.0,1044.0,433.0,5.5456,297400.0,<1H OCEAN
+-118.36,33.86,37.0,1768.0,314.0,802.0,290.0,5.0784,295900.0,<1H OCEAN
+-118.36,33.86,34.0,1865.0,345.0,963.0,302.0,5.543,305900.0,<1H OCEAN
+-118.37,33.86,28.0,2685.0,581.0,1243.0,529.0,4.119,324000.0,<1H OCEAN
+-118.37,33.87,23.0,1829.0,331.0,891.0,356.0,6.5755,359900.0,<1H OCEAN
+-118.38,33.87,21.0,4151.0,1018.0,2054.0,925.0,4.9821,292900.0,<1H OCEAN
+-118.38,33.87,17.0,2791.0,579.0,1467.0,583.0,5.7415,321900.0,<1H OCEAN
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+-118.39,33.87,19.0,3303.0,584.0,1329.0,569.0,7.521,340400.0,<1H OCEAN
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+-118.38,33.87,33.0,1993.0,371.0,918.0,361.0,6.9021,337600.0,<1H OCEAN
+-118.38,33.88,39.0,1489.0,282.0,743.0,270.0,4.8611,456100.0,<1H OCEAN
+-118.38,33.88,34.0,1830.0,315.0,822.0,307.0,5.0602,453700.0,<1H OCEAN
+-118.39,33.88,33.0,2496.0,387.0,1098.0,404.0,7.6685,474300.0,<1H OCEAN
+-118.39,33.88,34.0,1973.0,367.0,843.0,345.0,6.077,472700.0,<1H OCEAN
+-118.39,33.88,33.0,2543.0,439.0,1098.0,416.0,5.9683,495500.0,<1H OCEAN
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+-118.39,33.88,35.0,1267.0,216.0,521.0,191.0,6.0441,470000.0,<1H OCEAN
+-118.38,33.88,36.0,2501.0,443.0,1031.0,422.0,4.75,442100.0,<1H OCEAN
+-118.4,33.88,36.0,3022.0,482.0,1278.0,494.0,7.2651,500001.0,<1H OCEAN
+-118.4,33.88,36.0,1543.0,214.0,474.0,187.0,9.3399,500001.0,<1H OCEAN
+-118.4,33.88,35.0,1753.0,296.0,615.0,275.0,7.5,500001.0,<1H OCEAN
+-118.41,33.88,34.0,540.0,107.0,213.0,104.0,6.3403,500001.0,<1H OCEAN
+-118.4,33.88,35.0,1060.0,191.0,444.0,196.0,8.0015,500001.0,<1H OCEAN
+-118.41,33.88,43.0,2492.0,449.0,1033.0,437.0,7.9614,500001.0,<1H OCEAN
+-118.41,33.88,40.0,925.0,254.0,371.0,227.0,5.2533,500001.0,<1H OCEAN
+-118.41,33.88,34.0,1471.0,308.0,498.0,264.0,7.0842,500001.0,<1H OCEAN
+-118.43,33.87,41.0,847.0,173.0,344.0,170.0,6.822,500001.0,NEAR OCEAN
+-118.4,33.87,26.0,6712.0,1441.0,2803.0,1394.0,5.2276,434500.0,<1H OCEAN
+-118.39,33.87,34.0,2395.0,469.0,1087.0,438.0,5.9683,394600.0,<1H OCEAN
+-118.43,33.86,34.0,358.0,87.0,162.0,84.0,7.1264,500001.0,NEAR OCEAN
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+-118.4,33.86,18.0,5152.0,1365.0,2286.0,1243.0,5.1677,380800.0,<1H OCEAN
+-118.4,33.85,29.0,2085.0,533.0,919.0,489.0,5.6017,430000.0,<1H OCEAN
+-118.4,33.86,41.0,2237.0,597.0,938.0,523.0,4.7105,500001.0,<1H OCEAN
+-118.42,33.85,43.0,1584.0,477.0,799.0,433.0,5.0322,435000.0,NEAR OCEAN
+-118.38,33.85,28.0,4430.0,928.0,2131.0,885.0,4.9384,378100.0,<1H OCEAN
+-118.38,33.85,31.0,3533.0,729.0,1647.0,679.0,5.5843,384600.0,<1H OCEAN
+-118.39,33.85,24.0,4373.0,871.0,1830.0,824.0,5.7128,366200.0,<1H OCEAN
+-118.41,33.85,16.0,6123.0,1989.0,2853.0,1789.0,4.425,336400.0,NEAR OCEAN
+-118.39,33.85,17.0,1610.0,379.0,670.0,341.0,4.3594,349000.0,<1H OCEAN
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+-118.38,33.83,20.0,2270.0,498.0,1070.0,521.0,4.4615,384800.0,<1H OCEAN
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+-118.39,33.84,16.0,2472.0,572.0,965.0,529.0,5.137,348600.0,<1H OCEAN
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+-118.39,33.83,32.0,2075.0,539.0,954.0,519.0,5.637,500001.0,NEAR OCEAN
+-118.39,33.82,30.0,3433.0,918.0,1526.0,828.0,4.5817,500001.0,NEAR OCEAN
+-118.43,33.82,34.0,2112.0,614.0,946.0,574.0,4.6048,500001.0,NEAR OCEAN
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+-118.38,33.82,38.0,1318.0,237.0,547.0,225.0,6.0308,416700.0,NEAR OCEAN
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+-118.33,33.88,36.0,1271.0,346.0,811.0,345.0,3.2417,283300.0,<1H OCEAN
+-118.33,33.87,44.0,724.0,133.0,373.0,133.0,3.9167,265600.0,<1H OCEAN
+-118.34,33.87,28.0,4605.0,1188.0,2558.0,1093.0,3.6988,266600.0,<1H OCEAN
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+-118.31,33.87,27.0,3348.0,695.0,1545.0,625.0,4.7543,296300.0,<1H OCEAN
+-118.31,33.86,29.0,2243.0,361.0,1051.0,352.0,6.6632,325200.0,<1H OCEAN
+-118.32,33.86,32.0,3485.0,678.0,1715.0,649.0,4.6563,291700.0,<1H OCEAN
+-118.32,33.87,35.0,2380.0,404.0,1212.0,422.0,5.6254,283800.0,<1H OCEAN
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+-118.33,33.86,36.0,854.0,160.0,473.0,150.0,6.3992,259600.0,<1H OCEAN
+-118.33,33.86,38.0,1059.0,218.0,561.0,205.0,4.0,248600.0,<1H OCEAN
+-118.34,33.86,36.0,2223.0,360.0,1162.0,376.0,5.259,279400.0,<1H OCEAN
+-118.34,33.86,35.0,1936.0,343.0,1008.0,346.0,5.4791,285900.0,<1H OCEAN
+-118.34,33.87,28.0,2948.0,566.0,1445.0,524.0,5.3743,286500.0,<1H OCEAN
+-118.35,33.87,37.0,1420.0,286.0,886.0,290.0,4.5833,261300.0,<1H OCEAN
+-118.35,33.87,34.0,2823.0,500.0,1429.0,483.0,5.5,279600.0,<1H OCEAN
+-118.35,33.87,28.0,2319.0,579.0,1369.0,564.0,3.6169,257000.0,<1H OCEAN
+-118.35,33.86,28.0,2075.0,463.0,1216.0,446.0,3.9732,281500.0,<1H OCEAN
+-118.35,33.86,24.0,2139.0,481.0,971.0,418.0,4.3859,271300.0,<1H OCEAN
+-118.34,33.84,36.0,1561.0,252.0,740.0,253.0,6.2778,309700.0,<1H OCEAN
+-118.33,33.84,36.0,1364.0,251.0,668.0,245.0,5.3131,314100.0,<1H OCEAN
+-118.34,33.84,36.0,1407.0,231.0,676.0,231.0,5.269,331900.0,<1H OCEAN
+-118.34,33.83,34.0,1761.0,329.0,965.0,329.0,5.399,358500.0,<1H OCEAN
+-118.34,33.83,35.0,1818.0,353.0,853.0,321.0,5.8972,350900.0,<1H OCEAN
+-118.36,33.86,37.0,1249.0,218.0,583.0,214.0,5.7422,330700.0,<1H OCEAN
+-118.35,33.85,34.0,1770.0,291.0,916.0,289.0,5.0,354200.0,<1H OCEAN
+-118.35,33.85,35.0,1248.0,206.0,551.0,185.0,5.6426,348200.0,<1H OCEAN
+-118.36,33.85,36.0,1390.0,230.0,683.0,219.0,4.8906,334400.0,<1H OCEAN
+-118.36,33.86,36.0,681.0,122.0,360.0,128.0,5.2799,332600.0,<1H OCEAN
+-118.37,33.85,34.0,2415.0,404.0,1278.0,414.0,6.1599,341200.0,<1H OCEAN
+-118.36,33.85,34.0,1086.0,197.0,509.0,158.0,6.1133,349300.0,<1H OCEAN
+-118.37,33.85,25.0,5622.0,998.0,2537.0,1009.0,5.785,395300.0,<1H OCEAN
+-118.35,33.84,22.0,13133.0,3680.0,7180.0,3522.0,3.5414,354700.0,<1H OCEAN
+-118.36,33.84,22.0,11016.0,3170.0,6664.0,2838.0,3.703,361300.0,<1H OCEAN
+-118.37,33.85,29.0,3662.0,586.0,1626.0,611.0,6.3974,410000.0,<1H OCEAN
+-118.37,33.84,27.0,3245.0,605.0,1572.0,556.0,5.3773,379000.0,<1H OCEAN
+-118.35,33.83,36.0,1102.0,193.0,522.0,172.0,6.1187,342000.0,<1H OCEAN
+-118.36,33.83,36.0,1660.0,300.0,943.0,300.0,5.1984,353600.0,<1H OCEAN
+-118.36,33.84,35.0,1577.0,279.0,743.0,274.0,5.7654,343000.0,<1H OCEAN
+-118.37,33.84,35.0,1792.0,322.0,978.0,326.0,4.9583,342800.0,<1H OCEAN
+-118.36,33.83,35.0,1378.0,247.0,645.0,217.0,5.9143,343400.0,<1H OCEAN
+-118.36,33.83,35.0,2828.0,487.0,1439.0,490.0,5.6013,350200.0,<1H OCEAN
+-118.37,33.83,35.0,1207.0,207.0,601.0,213.0,4.7308,353400.0,<1H OCEAN
+-118.37,33.84,32.0,1751.0,328.0,819.0,323.0,6.7105,339000.0,<1H OCEAN
+-118.33,33.83,5.0,13038.0,2679.0,5272.0,2523.0,5.5023,286400.0,<1H OCEAN
+-118.32,33.85,42.0,3146.0,770.0,1859.0,740.0,3.5073,234800.0,<1H OCEAN
+-118.31,33.84,52.0,1819.0,464.0,1068.0,424.0,3.625,270700.0,<1H OCEAN
+-118.32,33.83,51.0,2399.0,516.0,1160.0,514.0,3.8456,318900.0,<1H OCEAN
+-118.32,33.84,42.0,1486.0,420.0,897.0,377.0,1.6228,376100.0,<1H OCEAN
+-118.31,33.83,50.0,696.0,311.0,382.0,234.0,2.775,225000.0,<1H OCEAN
+-118.31,33.83,45.0,2929.0,755.0,1635.0,652.0,2.9375,273000.0,<1H OCEAN
+-118.31,33.82,35.0,3462.0,814.0,1902.0,700.0,3.402,279900.0,<1H OCEAN
+-118.32,33.83,19.0,3792.0,790.0,2105.0,834.0,5.2363,310000.0,<1H OCEAN
+-118.31,33.82,39.0,2198.0,425.0,1160.0,436.0,4.1406,323700.0,<1H OCEAN
+-118.31,33.82,26.0,2345.0,408.0,1195.0,377.0,5.4925,361700.0,<1H OCEAN
+-118.31,33.81,23.0,3942.0,748.0,1679.0,711.0,4.1169,362600.0,<1H OCEAN
+-118.31,33.81,30.0,1773.0,356.0,905.0,352.0,4.3056,336000.0,<1H OCEAN
+-118.32,33.82,25.0,2587.0,512.0,1219.0,509.0,4.4271,382100.0,<1H OCEAN
+-118.32,33.82,22.0,2508.0,402.0,1254.0,395.0,7.0935,379500.0,<1H OCEAN
+-118.32,33.81,28.0,2142.0,445.0,1140.0,422.0,4.8438,346200.0,<1H OCEAN
+-118.32,33.81,27.0,2113.0,380.0,1109.0,360.0,4.7062,357000.0,<1H OCEAN
+-118.33,33.82,26.0,5591.0,934.0,2824.0,939.0,6.5861,417800.0,<1H OCEAN
+-118.34,33.8,25.0,4177.0,832.0,2123.0,789.0,5.0814,446800.0,<1H OCEAN
+-118.35,33.82,28.0,7591.0,1710.0,3420.0,1635.0,4.0708,328900.0,<1H OCEAN
+-118.36,33.82,36.0,1784.0,311.0,901.0,293.0,6.2247,339000.0,<1H OCEAN
+-118.37,33.82,39.0,2794.0,444.0,1319.0,441.0,5.878,387800.0,<1H OCEAN
+-118.37,33.82,36.0,2463.0,447.0,1125.0,424.0,6.0176,352700.0,<1H OCEAN
+-118.37,33.82,36.0,2416.0,394.0,1115.0,386.0,6.256,366900.0,<1H OCEAN
+-118.36,33.82,36.0,1083.0,187.0,522.0,187.0,5.7765,339500.0,<1H OCEAN
+-118.36,33.82,26.0,5166.0,1313.0,2738.0,1239.0,3.3565,360800.0,<1H OCEAN
+-118.36,33.82,28.0,67.0,15.0,49.0,11.0,6.1359,330000.0,<1H OCEAN
+-118.36,33.81,25.0,9042.0,2022.0,4458.0,1944.0,4.5592,378800.0,<1H OCEAN
+-118.36,33.81,26.0,1575.0,300.0,881.0,309.0,5.1778,359900.0,<1H OCEAN
+-118.37,33.81,36.0,2031.0,339.0,817.0,337.0,5.1271,458300.0,NEAR OCEAN
+-118.38,33.81,33.0,2349.0,407.0,954.0,373.0,6.4956,483600.0,NEAR OCEAN
+-118.38,33.81,20.0,1975.0,306.0,703.0,292.0,8.5491,410300.0,NEAR OCEAN
+-118.44,33.81,33.0,3994.0,990.0,1647.0,931.0,5.0106,500001.0,NEAR OCEAN
+-118.38,33.82,34.0,1822.0,364.0,750.0,366.0,5.9907,500001.0,NEAR OCEAN
+-118.36,33.81,34.0,2211.0,502.0,1113.0,488.0,4.7026,356800.0,<1H OCEAN
+-118.37,33.81,33.0,5057.0,790.0,2021.0,748.0,6.8553,482200.0,NEAR OCEAN
+-118.37,33.81,36.0,1283.0,209.0,563.0,209.0,6.9296,500001.0,NEAR OCEAN
+-118.38,33.81,41.0,1889.0,301.0,802.0,278.0,6.015,488500.0,NEAR OCEAN
+-118.38,33.81,39.0,2400.0,373.0,877.0,372.0,5.7361,500001.0,NEAR OCEAN
+-118.39,33.81,35.0,1008.0,165.0,391.0,167.0,3.7778,487500.0,NEAR OCEAN
+-118.38,33.81,36.0,1018.0,148.0,329.0,169.0,10.5045,500001.0,NEAR OCEAN
+-118.33,33.79,29.0,4389.0,873.0,2069.0,901.0,4.1071,365600.0,<1H OCEAN
+-118.34,33.79,36.0,716.0,123.0,388.0,124.0,5.0254,350000.0,<1H OCEAN
+-118.34,33.8,34.0,1730.0,427.0,1008.0,393.0,3.9408,327700.0,<1H OCEAN
+-118.34,33.8,33.0,2194.0,469.0,987.0,397.0,5.0951,318900.0,<1H OCEAN
+-118.35,33.8,32.0,1434.0,296.0,672.0,285.0,4.875,311700.0,<1H OCEAN
+-118.35,33.8,19.0,6224.0,1105.0,3152.0,1076.0,5.9541,500001.0,<1H OCEAN
+-118.31,33.8,29.0,2795.0,572.0,1469.0,557.0,3.7167,308900.0,<1H OCEAN
+-118.32,33.8,29.0,3254.0,717.0,1593.0,680.0,4.0536,285800.0,<1H OCEAN
+-118.31,33.79,35.0,2290.0,563.0,1374.0,530.0,3.2472,254700.0,<1H OCEAN
+-118.31,33.8,31.0,4464.0,991.0,2420.0,947.0,4.0425,277900.0,<1H OCEAN
+-118.32,33.8,39.0,1415.0,298.0,729.0,278.0,3.1648,244800.0,<1H OCEAN
+-118.32,33.79,35.0,2924.0,658.0,1675.0,602.0,3.8287,279900.0,<1H OCEAN
+-118.32,33.79,32.0,2381.0,467.0,1264.0,488.0,4.1477,315100.0,<1H OCEAN
+-118.32,33.8,29.0,4317.0,1037.0,2102.0,959.0,3.1275,286400.0,<1H OCEAN
+-118.31,33.79,38.0,1601.0,352.0,711.0,304.0,3.3958,250000.0,<1H OCEAN
+-118.31,33.78,30.0,4573.0,819.0,2411.0,819.0,3.5804,383800.0,<1H OCEAN
+-118.32,33.79,21.0,6638.0,1634.0,3240.0,1568.0,3.6797,271100.0,<1H OCEAN
+-118.34,33.78,25.0,11016.0,1626.0,4168.0,1584.0,8.1782,500001.0,NEAR OCEAN
+-118.36,33.79,34.0,5166.0,704.0,2071.0,668.0,8.3609,500001.0,NEAR OCEAN
+-118.37,33.79,36.0,1596.0,234.0,654.0,223.0,8.2064,500001.0,NEAR OCEAN
+-118.36,33.8,38.0,2553.0,400.0,1042.0,393.0,6.9742,500001.0,NEAR OCEAN
+-118.36,33.8,34.0,2629.0,369.0,966.0,375.0,10.1241,500001.0,NEAR OCEAN
+-118.38,33.8,36.0,4421.0,702.0,1433.0,624.0,8.0838,500001.0,NEAR OCEAN
+-118.45,33.8,31.0,4803.0,575.0,1490.0,577.0,11.9993,500001.0,NEAR OCEAN
+-118.39,33.79,30.0,4402.0,563.0,1582.0,551.0,10.898,500001.0,NEAR OCEAN
+-118.4,33.78,24.0,4787.0,562.0,1653.0,548.0,12.9758,500001.0,NEAR OCEAN
+-118.44,33.79,27.0,2141.0,260.0,635.0,240.0,11.6648,500001.0,NEAR OCEAN
+-118.41,33.77,22.0,7554.0,991.0,2808.0,946.0,10.06,500001.0,NEAR OCEAN
+-118.46,33.77,28.0,3065.0,406.0,1101.0,391.0,10.5536,500001.0,NEAR OCEAN
+-118.42,33.78,36.0,2093.0,303.0,802.0,300.0,8.0957,500001.0,NEAR OCEAN
+-118.37,33.77,26.0,6339.0,876.0,2540.0,880.0,10.1447,500001.0,NEAR OCEAN
+-118.38,33.77,21.0,11353.0,1537.0,4649.0,1504.0,9.821,500001.0,NEAR OCEAN
+-118.38,33.77,17.0,10950.0,2207.0,4713.0,2043.0,6.3064,418300.0,NEAR OCEAN
+-118.38,33.79,32.0,10445.0,1620.0,4474.0,1576.0,7.7042,500001.0,NEAR OCEAN
+-118.4,33.78,26.0,5005.0,776.0,2357.0,790.0,8.5421,500001.0,NEAR OCEAN
+-118.42,33.75,22.0,17591.0,2604.0,6897.0,2492.0,8.2831,500001.0,NEAR OCEAN
+-118.34,33.76,34.0,5586.0,674.0,1871.0,636.0,15.0001,500001.0,NEAR OCEAN
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+-118.4,34.41,22.0,4443.0,560.0,1573.0,496.0,10.0285,500001.0,<1H OCEAN
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+-118.46,34.4,12.0,25957.0,4798.0,10475.0,4490.0,4.542,195300.0,<1H OCEAN
+-118.5,34.45,25.0,1290.0,190.0,689.0,216.0,6.0097,220200.0,<1H OCEAN
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+-118.48,34.47,36.0,84.0,12.0,29.0,17.0,3.375,187500.0,<1H OCEAN
+-118.5,34.46,17.0,10267.0,,4956.0,1483.0,5.5061,239400.0,<1H OCEAN
+-118.52,34.44,26.0,934.0,148.0,519.0,162.0,5.3209,185000.0,<1H OCEAN
+-118.53,34.44,19.0,3013.0,507.0,1356.0,484.0,5.1163,233200.0,<1H OCEAN
+-118.53,34.45,26.0,828.0,149.0,508.0,158.0,5.2374,185500.0,<1H OCEAN
+-118.53,34.44,19.0,1285.0,195.0,650.0,193.0,6.0398,217800.0,<1H OCEAN
+-118.52,34.46,5.0,15341.0,2527.0,7270.0,2320.0,6.1281,236200.0,<1H OCEAN
+-118.53,34.45,10.0,5509.0,969.0,3002.0,959.0,5.5981,220100.0,<1H OCEAN
+-118.51,34.43,15.0,8510.0,1258.0,3733.0,1233.0,6.1082,253700.0,<1H OCEAN
+-118.46,34.42,25.0,2988.0,525.0,1884.0,513.0,4.7007,169500.0,<1H OCEAN
+-118.44,34.5,5.0,1514.0,220.0,1355.0,215.0,8.1344,359000.0,INLAND
+-118.45,34.44,16.0,13406.0,2574.0,7030.0,2440.0,4.6861,187900.0,<1H OCEAN
+-118.49,34.43,15.0,8244.0,1409.0,4453.0,1357.0,5.4829,199600.0,<1H OCEAN
+-118.49,34.42,23.0,4166.0,756.0,2082.0,743.0,4.4107,213400.0,<1H OCEAN
+-118.48,34.42,21.0,1375.0,259.0,728.0,258.0,5.0166,229000.0,<1H OCEAN
+-118.47,34.42,17.0,913.0,228.0,530.0,201.0,3.038,238500.0,<1H OCEAN
+-118.47,34.42,25.0,3223.0,524.0,1763.0,508.0,5.2887,183000.0,<1H OCEAN
+-118.43,34.42,13.0,3600.0,580.0,1799.0,576.0,6.2971,218300.0,<1H OCEAN
+-118.43,34.43,5.0,21113.0,4386.0,9842.0,3886.0,4.2037,194600.0,<1H OCEAN
+-118.55,34.44,14.0,15348.0,2366.0,7087.0,2169.0,6.3277,237700.0,INLAND
+-118.56,34.42,2.0,966.0,270.0,233.0,169.0,1.9667,450000.0,<1H OCEAN
+-118.61,34.59,5.0,4028.0,896.0,2062.0,826.0,4.0579,167100.0,INLAND
+-118.7,34.53,5.0,14275.0,2474.0,7158.0,2311.0,5.4284,236300.0,INLAND
+-118.66,34.43,9.0,2356.0,469.0,1556.0,386.0,3.775,155000.0,INLAND
+-118.59,34.47,5.0,538.0,98.0,8733.0,105.0,4.2391,154600.0,INLAND
+-118.61,34.31,4.0,1949.0,458.0,868.0,398.0,5.0151,285200.0,<1H OCEAN
+-118.52,34.39,21.0,5477.0,1275.0,3384.0,1222.0,3.6625,228100.0,<1H OCEAN
+-118.53,34.38,18.0,2288.0,607.0,2305.0,597.0,3.227,136100.0,<1H OCEAN
+-118.54,34.38,18.0,2096.0,309.0,1044.0,328.0,6.8299,262100.0,<1H OCEAN
+-118.52,34.4,5.0,7748.0,1557.0,4768.0,1393.0,5.305,311200.0,<1H OCEAN
+-118.53,34.37,8.0,3839.0,852.0,1342.0,593.0,3.9118,333700.0,<1H OCEAN
+-118.54,34.37,27.0,2051.0,301.0,917.0,287.0,7.6059,323700.0,<1H OCEAN
+-118.52,34.36,5.0,4222.0,712.0,2024.0,646.0,5.8703,500001.0,<1H OCEAN
+-118.55,34.37,21.0,7010.0,1063.0,3331.0,1038.0,6.776,278100.0,<1H OCEAN
+-118.56,34.37,23.0,3927.0,728.0,1984.0,707.0,4.8536,202600.0,<1H OCEAN
+-118.55,34.41,8.0,21086.0,3945.0,9936.0,3790.0,5.8602,265100.0,<1H OCEAN
+-118.55,34.38,24.0,6246.0,1028.0,2803.0,999.0,6.3002,282900.0,<1H OCEAN
+-118.56,34.41,4.0,17313.0,3224.0,6902.0,2707.0,5.6798,320900.0,<1H OCEAN
+-118.55,34.39,16.0,8726.0,1317.0,3789.0,1279.0,6.8419,323300.0,<1H OCEAN
+-118.61,34.38,2.0,5989.0,883.0,1787.0,613.0,6.6916,329500.0,INLAND
+-117.86,34.24,52.0,803.0,267.0,628.0,225.0,4.1932,14999.0,INLAND
+-118.12,34.23,52.0,433.0,69.0,147.0,53.0,3.9583,162500.0,INLAND
+-118.35,34.32,52.0,102.0,29.0,54.0,32.0,1.9875,191700.0,<1H OCEAN
+-118.38,34.3,39.0,1622.0,355.0,903.0,314.0,4.1125,183000.0,<1H OCEAN
+-118.29,34.36,34.0,503.0,99.0,275.0,68.0,4.5491,375000.0,INLAND
+-119.53,37.34,26.0,4047.0,702.0,571.0,199.0,2.3482,179500.0,INLAND
+-119.51,37.32,14.0,362.0,78.0,88.0,39.0,3.5893,214300.0,INLAND
+-119.56,37.29,14.0,2391.0,451.0,798.0,308.0,3.0924,114600.0,INLAND
+-119.45,37.21,17.0,3538.0,726.0,1603.0,629.0,2.9449,95600.0,INLAND
+-119.65,37.09,17.0,1280.0,254.0,707.0,267.0,3.55,106300.0,INLAND
+-119.59,37.39,19.0,3273.0,611.0,1164.0,481.0,3.5446,106500.0,INLAND
+-119.66,37.39,10.0,2106.0,410.0,1003.0,397.0,2.7813,124100.0,INLAND
+-119.68,37.35,13.0,2307.0,386.0,925.0,347.0,3.1326,119800.0,INLAND
+-119.72,37.38,16.0,2131.0,424.0,989.0,369.0,2.6071,103700.0,INLAND
+-119.65,37.32,11.0,2161.0,448.0,820.0,405.0,2.3565,122300.0,INLAND
+-119.64,37.31,15.0,2654.0,530.0,1267.0,489.0,2.8393,104400.0,INLAND
+-119.6,37.29,13.0,1722.0,325.0,712.0,269.0,2.625,137500.0,INLAND
+-119.62,37.33,7.0,3389.0,621.0,1268.0,474.0,3.0224,147800.0,INLAND
+-119.91,37.23,17.0,2171.0,389.0,1042.0,375.0,3.625,94400.0,INLAND
+-119.85,37.1,8.0,828.0,168.0,413.0,146.0,3.375,80700.0,INLAND
+-119.68,37.19,10.0,3113.0,589.0,1508.0,512.0,2.8167,96100.0,INLAND
+-119.77,37.19,8.0,5212.0,872.0,2383.0,857.0,4.1099,113600.0,INLAND
+-119.67,37.27,13.0,5087.0,981.0,2284.0,913.0,2.7413,123100.0,INLAND
+-120.31,37.11,38.0,1696.0,301.0,985.0,278.0,2.4054,112500.0,INLAND
+-120.35,37.04,37.0,1495.0,292.0,858.0,275.0,2.9306,46300.0,INLAND
+-120.25,37.04,21.0,1724.0,317.0,1006.0,290.0,3.2868,91700.0,INLAND
+-120.16,37.12,29.0,1995.0,392.0,1261.0,354.0,1.9073,79200.0,INLAND
+-120.27,37.11,18.0,1277.0,234.0,674.0,238.0,2.6694,75900.0,INLAND
+-120.25,37.11,20.0,2062.0,466.0,1285.0,456.0,1.5319,50500.0,INLAND
+-120.26,37.11,33.0,1097.0,254.0,627.0,253.0,1.2794,50700.0,INLAND
+-120.27,37.12,42.0,1142.0,236.0,597.0,210.0,1.7279,52300.0,INLAND
+-120.27,37.12,36.0,1219.0,258.0,639.0,245.0,1.9464,57000.0,INLAND
+-120.27,37.12,17.0,3328.0,628.0,1580.0,619.0,2.9861,81500.0,INLAND
+-120.26,37.13,33.0,1239.0,250.0,648.0,227.0,2.0278,58800.0,INLAND
+-120.43,36.99,16.0,1027.0,199.0,673.0,193.0,2.9688,63800.0,INLAND
+-120.29,36.88,34.0,1391.0,297.0,943.0,281.0,2.4219,83900.0,INLAND
+-120.06,36.95,24.0,646.0,134.0,454.0,149.0,2.125,61900.0,INLAND
+-120.06,36.94,19.0,901.0,183.0,700.0,190.0,2.2375,64300.0,INLAND
+-120.04,36.93,11.0,3606.0,699.0,2074.0,644.0,2.6941,63300.0,INLAND
+-120.05,36.95,18.0,2287.0,534.0,1339.0,505.0,2.2527,65200.0,INLAND
+-120.21,36.98,21.0,1667.0,303.0,861.0,276.0,2.6012,92200.0,INLAND
+-120.16,36.96,18.0,508.0,104.0,393.0,114.0,3.0,156300.0,INLAND
+-120.11,36.96,17.0,3344.0,570.0,1624.0,536.0,3.8952,95300.0,INLAND
+-120.08,37.06,18.0,402.0,76.0,213.0,71.0,1.9063,95800.0,INLAND
+-120.09,37.0,11.0,3761.0,675.0,2374.0,673.0,3.4598,74600.0,INLAND
+-120.06,37.02,13.0,6301.0,1080.0,3840.0,1033.0,3.5258,84900.0,INLAND
+-119.94,37.04,14.0,1636.0,253.0,766.0,225.0,3.125,88500.0,INLAND
+-120.09,37.02,9.0,1608.0,297.0,1057.0,295.0,3.7143,81600.0,INLAND
+-119.95,36.96,18.0,1996.0,379.0,1327.0,356.0,2.6087,96000.0,INLAND
+-120.02,36.95,25.0,2115.0,482.0,1976.0,474.0,1.8431,53900.0,INLAND
+-119.9,36.94,11.0,2513.0,408.0,1360.0,415.0,4.277,98500.0,INLAND
+-119.85,36.97,13.0,2872.0,477.0,1607.0,481.0,4.475,102400.0,INLAND
+-119.88,36.93,12.0,3174.0,520.0,1590.0,488.0,4.5347,101200.0,INLAND
+-119.87,36.93,13.0,1429.0,209.0,702.0,205.0,4.3625,111800.0,INLAND
+-120.07,36.98,12.0,1790.0,379.0,1399.0,397.0,2.5388,59600.0,INLAND
+-120.06,36.98,12.0,2710.0,575.0,1724.0,516.0,1.4712,60400.0,INLAND
+-120.05,36.98,16.0,3705.0,739.0,2463.0,697.0,2.5288,61800.0,INLAND
+-120.05,36.97,20.0,2029.0,427.0,983.0,401.0,1.8444,47100.0,INLAND
+-120.06,36.97,38.0,1542.0,364.0,1220.0,334.0,1.625,52800.0,INLAND
+-120.07,36.97,28.0,1563.0,403.0,1564.0,408.0,1.5662,48000.0,INLAND
+-120.07,36.96,34.0,1457.0,239.0,557.0,226.0,3.6181,96500.0,INLAND
+-120.08,36.97,13.0,3356.0,589.0,1458.0,601.0,3.8257,94200.0,INLAND
+-120.1,36.96,20.0,2100.0,317.0,910.0,274.0,4.8187,90900.0,INLAND
+-120.09,36.95,16.0,3222.0,511.0,1425.0,503.0,4.1544,119400.0,INLAND
+-120.08,36.96,36.0,2074.0,349.0,954.0,363.0,3.1136,73800.0,INLAND
+-120.08,36.95,41.0,1164.0,211.0,476.0,171.0,2.4196,70700.0,INLAND
+-120.07,36.97,27.0,968.0,240.0,587.0,231.0,1.6071,55000.0,INLAND
+-120.06,36.97,35.0,1859.0,428.0,1208.0,399.0,1.4044,61700.0,INLAND
+-120.05,36.96,37.0,1000.0,261.0,1092.0,233.0,1.4267,52300.0,INLAND
+-120.05,36.95,31.0,696.0,254.0,913.0,248.0,1.4,52500.0,INLAND
+-120.06,36.96,44.0,1288.0,295.0,723.0,287.0,1.6534,61400.0,INLAND
+-120.07,36.96,42.0,963.0,216.0,471.0,211.0,2.2898,66100.0,INLAND
+-120.07,36.96,32.0,1268.0,283.0,549.0,273.0,1.4511,65200.0,INLAND
+-120.04,36.97,20.0,2129.0,526.0,1845.0,522.0,1.8973,51600.0,INLAND
+-120.04,36.96,23.0,2126.0,506.0,2091.0,491.0,1.3713,51800.0,INLAND
+-120.04,36.95,36.0,1528.0,347.0,1334.0,304.0,1.3594,48300.0,INLAND
+-119.98,36.9,26.0,1284.0,239.0,820.0,254.0,2.5833,62300.0,INLAND
+-119.81,36.92,14.0,4795.0,710.0,2047.0,640.0,4.665,121300.0,INLAND
+-119.98,36.86,31.0,2366.0,482.0,1933.0,433.0,3.0234,65000.0,INLAND
+-120.13,36.87,32.0,2089.0,468.0,1765.0,427.0,2.234,61700.0,INLAND
+-122.49,38.1,43.0,1226.0,244.0,491.0,205.0,4.9286,307000.0,NEAR BAY
+-122.54,38.14,16.0,4431.0,603.0,1659.0,630.0,7.5412,392100.0,NEAR BAY
+-122.55,38.1,26.0,5188.0,892.0,2341.0,906.0,5.0029,255600.0,NEAR BAY
+-122.62,38.15,14.0,2259.0,341.0,1127.0,346.0,6.4092,334900.0,<1H OCEAN
+-122.59,38.13,20.0,1589.0,231.0,601.0,224.0,5.3755,290900.0,<1H OCEAN
+-122.58,38.15,9.0,1302.0,177.0,682.0,190.0,7.5,423200.0,<1H OCEAN
+-122.57,38.11,24.0,2863.0,734.0,1583.0,682.0,3.1981,215300.0,NEAR BAY
+-122.57,38.11,32.0,3521.0,748.0,1706.0,723.0,3.4705,228600.0,NEAR BAY
+-122.59,38.12,25.0,7784.0,1145.0,3445.0,1166.0,6.0132,287900.0,<1H OCEAN
+-122.58,38.12,13.0,5027.0,871.0,1912.0,770.0,4.9286,309500.0,NEAR BAY
+-122.6,38.11,19.0,1752.0,328.0,873.0,336.0,3.8068,201600.0,<1H OCEAN
+-122.6,38.11,23.0,8642.0,1294.0,3594.0,1253.0,5.3962,301500.0,<1H OCEAN
+-122.65,38.11,21.0,3891.0,616.0,1968.0,632.0,5.5524,279200.0,<1H OCEAN
+-122.61,38.09,18.0,6205.0,821.0,2311.0,756.0,6.9081,368700.0,<1H OCEAN
+-122.58,38.1,22.0,11872.0,2300.0,5600.0,2200.0,4.6463,276300.0,NEAR BAY
+-122.58,38.08,27.0,10839.0,1637.0,4406.0,1623.0,5.615,285600.0,NEAR BAY
+-122.55,38.07,5.0,1495.0,235.0,555.0,201.0,6.7232,345000.0,NEAR BAY
+-122.56,38.09,17.0,9614.0,2123.0,4684.0,2060.0,4.1705,209800.0,NEAR BAY
+-122.56,38.06,19.0,15622.0,2721.0,6109.0,2615.0,5.0965,295300.0,NEAR BAY
+-122.55,38.07,38.0,3392.0,709.0,1894.0,713.0,3.0573,350800.0,NEAR BAY
+-122.41,38.07,20.0,4536.0,708.0,1812.0,701.0,6.0433,435900.0,NEAR BAY
+-122.51,38.06,24.0,9493.0,1935.0,5162.0,1880.0,3.0742,118800.0,NEAR BAY
+-122.53,38.01,16.0,1495.0,292.0,472.0,284.0,3.4432,67500.0,NEAR BAY
+-122.44,38.03,13.0,4284.0,1042.0,2146.0,937.0,4.1289,179200.0,NEAR BAY
+-122.45,38.01,36.0,4501.0,832.0,2196.0,800.0,4.3182,252700.0,NEAR BAY
+-122.53,38.01,27.0,3121.0,531.0,1318.0,489.0,5.4781,310900.0,NEAR BAY
+-122.51,38.0,17.0,2449.0,536.0,1157.0,543.0,3.9519,274200.0,NEAR BAY
+-122.49,38.0,26.0,48.0,8.0,19.0,8.0,7.7197,400000.0,NEAR BAY
+-122.55,38.03,29.0,7174.0,1169.0,3063.0,1172.0,6.0902,293200.0,NEAR BAY
+-122.57,38.03,24.0,2330.0,322.0,911.0,320.0,6.5253,387700.0,NEAR BAY
+-122.56,38.03,34.0,1887.0,290.0,815.0,283.0,6.5249,324800.0,NEAR BAY
+-122.59,38.04,25.0,3412.0,455.0,1238.0,406.0,8.3646,397300.0,NEAR BAY
+-122.57,38.02,33.0,9531.0,1487.0,3798.0,1409.0,5.6512,314000.0,NEAR BAY
+-122.56,38.01,21.0,2144.0,400.0,840.0,398.0,4.6,239500.0,NEAR BAY
+-122.55,38.02,27.0,4985.0,711.0,1928.0,742.0,6.4978,361500.0,NEAR BAY
+-122.55,38.01,27.0,3966.0,577.0,1657.0,611.0,6.3314,342200.0,NEAR BAY
+-122.54,38.0,28.0,3416.0,826.0,1694.0,800.0,3.18,277000.0,NEAR BAY
+-122.55,38.0,18.0,3119.0,803.0,1395.0,722.0,3.9265,301100.0,NEAR BAY
+-122.54,37.99,32.0,2236.0,348.0,818.0,330.0,7.3521,444000.0,NEAR BAY
+-122.52,37.98,31.0,6555.0,1571.0,2962.0,1464.0,2.8903,324200.0,NEAR BAY
+-122.54,37.98,52.0,1758.0,316.0,607.0,264.0,5.5083,371900.0,NEAR BAY
+-122.55,37.99,34.0,3306.0,555.0,1398.0,585.0,4.8993,319900.0,NEAR BAY
+-122.53,37.98,32.0,2390.0,336.0,810.0,354.0,8.5759,500001.0,NEAR BAY
+-122.55,37.98,31.0,3807.0,828.0,1581.0,795.0,3.293,337500.0,NEAR BAY
+-122.51,37.99,32.0,4138.0,632.0,1541.0,626.0,5.5791,433300.0,NEAR BAY
+-122.51,37.98,37.0,4801.0,699.0,1830.0,679.0,6.0762,487800.0,NEAR BAY
+-122.51,37.97,37.0,4296.0,1089.0,2100.0,1025.0,3.2462,329400.0,NEAR BAY
+-122.47,37.99,22.0,7274.0,1002.0,2468.0,957.0,7.494,439200.0,NEAR BAY
+-122.46,37.98,10.0,1325.0,189.0,427.0,162.0,12.0933,500001.0,NEAR BAY
+-122.49,37.99,27.0,5470.0,755.0,1916.0,764.0,6.994,420800.0,NEAR BAY
+-122.49,37.98,34.0,1256.0,178.0,460.0,174.0,6.4271,451700.0,NEAR BAY
+-122.53,37.97,52.0,205.0,119.0,228.0,132.0,1.9063,200000.0,NEAR BAY
+-122.53,37.97,52.0,1560.0,451.0,700.0,419.0,2.5125,270800.0,NEAR BAY
+-122.53,37.97,44.0,3595.0,953.0,1831.0,910.0,2.6036,287500.0,NEAR BAY
+-122.54,37.97,39.0,4193.0,762.0,1833.0,737.0,5.6263,352100.0,NEAR BAY
+-122.52,37.97,33.0,563.0,194.0,265.0,169.0,2.75,231300.0,NEAR BAY
+-122.51,37.96,39.0,3302.0,684.0,1574.0,653.0,3.6863,263800.0,NEAR BAY
+-122.52,37.96,35.0,2012.0,346.0,818.0,352.0,5.2818,331000.0,NEAR BAY
+-122.53,37.97,37.0,1340.0,322.0,621.0,314.0,3.5588,268800.0,NEAR BAY
+-122.52,37.95,37.0,350.0,57.0,179.0,69.0,6.2862,500001.0,NEAR BAY
+-122.53,37.96,35.0,908.0,194.0,413.0,197.0,3.9917,290800.0,NEAR BAY
+-122.47,37.95,16.0,3769.0,839.0,1986.0,815.0,3.9712,187500.0,NEAR BAY
+-122.5,37.96,16.0,100.0,20.0,45.0,25.0,6.1359,212500.0,NEAR BAY
+-122.5,37.97,25.0,6526.0,1902.0,5917.0,1812.0,2.7273,187500.0,NEAR BAY
+-122.64,38.01,36.0,1336.0,258.0,678.0,249.0,5.5789,292000.0,NEAR OCEAN
+-122.64,38.01,36.0,1199.0,232.0,551.0,229.0,3.7321,266700.0,NEAR OCEAN
+-122.68,38.01,41.0,1865.0,392.0,825.0,369.0,4.2011,255400.0,NEAR OCEAN
+-122.7,38.03,42.0,1410.0,308.0,624.0,292.0,4.1379,309100.0,NEAR OCEAN
+-122.65,38.01,40.0,1428.0,280.0,708.0,255.0,5.0766,305400.0,NEAR OCEAN
+-122.59,37.97,46.0,4036.0,856.0,1872.0,833.0,4.5625,275200.0,NEAR OCEAN
+-122.61,37.99,40.0,7737.0,1488.0,3108.0,1349.0,4.4375,289600.0,NEAR OCEAN
+-122.62,37.97,52.0,370.0,62.0,150.0,56.0,7.7006,316700.0,NEAR OCEAN
+-122.59,37.99,36.0,4869.0,871.0,1899.0,827.0,4.1659,302000.0,NEAR BAY
+-122.6,38.0,21.0,2198.0,462.0,1100.0,449.0,4.1098,246600.0,<1H OCEAN
+-122.59,38.01,35.0,8814.0,1307.0,3450.0,1258.0,6.1724,414300.0,NEAR BAY
+-122.57,37.99,45.0,2404.0,425.0,926.0,400.0,4.9674,320100.0,NEAR BAY
+-122.57,37.99,38.0,5587.0,996.0,2466.0,1027.0,4.1711,336900.0,NEAR BAY
+-122.57,37.98,49.0,2860.0,552.0,1178.0,522.0,4.625,355000.0,NEAR BAY
+-122.58,37.98,52.0,3675.0,649.0,1553.0,639.0,4.6905,316300.0,NEAR BAY
+-122.58,37.98,52.0,1180.0,216.0,467.0,197.0,4.9615,292200.0,NEAR BAY
+-122.56,37.98,36.0,2649.0,542.0,1111.0,557.0,4.8056,345700.0,NEAR BAY
+-122.56,37.97,52.0,1833.0,324.0,735.0,306.0,4.6944,398900.0,NEAR BAY
+-122.57,37.97,47.0,5416.0,1115.0,2177.0,1027.0,3.5055,382100.0,NEAR BAY
+-122.55,37.97,52.0,2232.0,291.0,731.0,253.0,7.1155,500001.0,NEAR BAY
+-122.57,37.96,52.0,3458.0,468.0,1449.0,471.0,9.1834,500001.0,NEAR BAY
+-122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,500001.0,NEAR OCEAN
+-122.56,37.94,36.0,2023.0,242.0,653.0,241.0,10.6272,500001.0,NEAR BAY
+-122.64,37.96,29.0,377.0,58.0,151.0,67.0,9.5551,500001.0,NEAR OCEAN
+-122.54,37.96,44.0,1552.0,204.0,596.0,208.0,10.129,500001.0,NEAR BAY
+-122.54,37.96,33.0,2534.0,495.0,996.0,449.0,4.3083,500001.0,NEAR BAY
+-122.54,37.95,38.0,2310.0,400.0,971.0,386.0,5.697,435700.0,NEAR BAY
+-122.52,37.95,33.0,4448.0,631.0,1675.0,628.0,7.8904,468800.0,NEAR BAY
+-122.53,37.95,22.0,7446.0,1979.0,2980.0,1888.0,3.5838,271300.0,NEAR BAY
+-122.53,37.96,36.0,4385.0,620.0,1549.0,626.0,8.3935,470500.0,NEAR BAY
+-122.53,37.93,42.0,2171.0,362.0,887.0,347.0,6.6125,393200.0,NEAR BAY
+-122.54,37.93,43.0,2998.0,470.0,970.0,430.0,5.5385,431800.0,NEAR BAY
+-122.54,37.94,39.0,3670.0,775.0,1519.0,788.0,4.4081,435200.0,NEAR BAY
+-122.54,37.94,26.0,3990.0,804.0,1550.0,792.0,5.1834,405500.0,NEAR BAY
+-122.52,37.94,18.0,1804.0,284.0,600.0,241.0,5.9582,500001.0,NEAR BAY
+-122.53,37.94,18.0,878.0,255.0,384.0,247.0,4.7344,200000.0,NEAR BAY
+-122.52,37.93,34.0,2782.0,502.0,1219.0,507.0,5.0779,333900.0,NEAR BAY
+-122.51,37.92,32.0,2622.0,541.0,1022.0,464.0,3.7647,375000.0,NEAR BAY
+-122.52,37.92,24.0,421.0,64.0,163.0,75.0,14.5833,500001.0,NEAR BAY
+-122.53,37.92,42.0,1741.0,301.0,723.0,306.0,5.5379,410500.0,NEAR BAY
+-122.53,37.93,37.0,1722.0,352.0,648.0,337.0,4.125,310300.0,NEAR BAY
+-122.53,37.92,45.0,1530.0,324.0,608.0,328.0,3.875,390800.0,NEAR BAY
+-122.52,37.92,47.0,793.0,163.0,334.0,151.0,5.8509,317800.0,NEAR BAY
+-122.5,37.92,32.0,2639.0,415.0,1013.0,408.0,6.1632,349200.0,NEAR BAY
+-122.5,37.92,30.0,2270.0,359.0,974.0,351.0,5.5926,300900.0,NEAR BAY
+-122.49,37.92,26.0,2170.0,347.0,849.0,318.0,6.2953,386200.0,NEAR BAY
+-122.51,37.91,2.0,647.0,136.0,203.0,118.0,6.641,310000.0,NEAR BAY
+-122.48,37.93,16.0,2947.0,802.0,1385.0,743.0,3.6731,318000.0,NEAR BAY
+-122.46,37.88,35.0,2492.0,409.0,812.0,373.0,8.8386,500001.0,NEAR BAY
+-122.47,37.87,36.0,4471.0,618.0,1315.0,582.0,11.5706,500001.0,NEAR BAY
+-122.45,37.91,27.0,2682.0,382.0,935.0,369.0,10.0791,500001.0,NEAR BAY
+-122.5,37.91,31.0,7001.0,1282.0,2755.0,1267.0,5.4851,441100.0,NEAR BAY
+-122.49,37.89,23.0,1650.0,403.0,541.0,336.0,6.0238,500001.0,NEAR BAY
+-122.47,37.89,23.0,10774.0,1736.0,3895.0,1683.0,7.2905,500001.0,NEAR BAY
+-122.45,37.9,30.0,3763.0,717.0,1292.0,632.0,8.4888,500001.0,NEAR BAY
+-122.5,37.88,28.0,5448.0,1089.0,2100.0,1023.0,4.7475,474600.0,NEAR BAY
+-122.51,37.89,27.0,2674.0,565.0,1233.0,547.0,3.4485,458300.0,NEAR BAY
+-122.53,37.91,37.0,2524.0,398.0,999.0,417.0,7.9892,500001.0,NEAR BAY
+-122.53,37.9,44.0,2846.0,551.0,1232.0,537.0,3.8839,327200.0,NEAR BAY
+-122.54,37.9,48.0,2491.0,460.0,937.0,455.0,4.4375,370000.0,NEAR BAY
+-122.54,37.91,48.0,2924.0,489.0,1159.0,505.0,5.6302,489000.0,NEAR BAY
+-122.55,37.92,52.0,2303.0,350.0,859.0,359.0,6.1085,500001.0,NEAR BAY
+-122.52,37.91,30.0,4174.0,739.0,1818.0,705.0,5.5951,402900.0,NEAR BAY
+-122.52,37.89,17.0,4363.0,1041.0,1640.0,989.0,3.9531,417600.0,NEAR BAY
+-122.52,37.9,16.0,1704.0,402.0,689.0,348.0,4.4239,267100.0,NEAR BAY
+-122.54,37.9,41.0,3170.0,622.0,1091.0,528.0,3.7813,389200.0,NEAR BAY
+-122.55,37.9,34.0,1431.0,224.0,503.0,220.0,7.9606,453400.0,NEAR BAY
+-122.56,37.9,48.0,1550.0,253.0,641.0,276.0,8.634,463500.0,NEAR BAY
+-122.56,37.91,52.0,1972.0,327.0,755.0,345.0,7.1924,500001.0,NEAR BAY
+-122.56,37.92,37.0,1926.0,290.0,721.0,298.0,8.9248,500001.0,NEAR BAY
+-122.55,37.91,48.0,1283.0,278.0,567.0,255.0,3.2794,460000.0,NEAR BAY
+-122.53,37.88,25.0,4921.0,866.0,1913.0,834.0,6.8742,413100.0,NEAR BAY
+-122.54,37.88,30.0,4382.0,732.0,1775.0,745.0,6.7809,414400.0,NEAR BAY
+-122.53,37.87,20.0,1814.0,282.0,658.0,253.0,7.9977,400000.0,NEAR BAY
+-122.53,37.88,36.0,2688.0,485.0,1064.0,449.0,4.4583,308600.0,NEAR BAY
+-122.56,37.9,36.0,1760.0,283.0,562.0,246.0,6.7546,402400.0,NEAR BAY
+-122.54,37.89,33.0,4971.0,836.0,1907.0,795.0,6.1275,424400.0,NEAR BAY
+-122.53,37.89,35.0,4127.0,689.0,1596.0,707.0,5.9073,400400.0,NEAR BAY
+-122.56,37.9,24.0,221.0,41.0,75.0,38.0,5.1292,362500.0,NEAR BAY
+-122.51,37.87,21.0,3904.0,980.0,1949.0,919.0,2.862,258400.0,NEAR BAY
+-122.47,37.85,19.0,1926.0,593.0,881.0,546.0,2.9145,140400.0,NEAR BAY
+-122.5,37.87,17.0,4333.0,947.0,1650.0,919.0,6.3066,346100.0,NEAR BAY
+-122.49,37.86,35.0,2729.0,538.0,969.0,528.0,6.7669,500001.0,NEAR BAY
+-122.49,37.86,52.0,2175.0,510.0,809.0,503.0,4.5398,442000.0,NEAR BAY
+-122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,500001.0,NEAR BAY
+-122.48,37.85,42.0,6297.0,1307.0,2096.0,1205.0,6.4752,500001.0,NEAR BAY
+-122.49,37.85,38.0,240.0,29.0,63.0,34.0,12.2547,500001.0,NEAR BAY
+-122.52,37.88,52.0,176.0,50.0,88.0,46.0,3.8068,275000.0,NEAR BAY
+-122.62,37.85,30.0,833.0,164.0,358.0,143.0,6.8198,493800.0,NEAR OCEAN
+-122.53,37.86,38.0,1183.0,196.0,628.0,205.0,3.75,478600.0,NEAR BAY
+-122.66,37.93,42.0,1505.0,324.0,553.0,277.0,4.1792,350000.0,NEAR OCEAN
+-122.71,37.88,21.0,2845.0,552.0,599.0,250.0,4.3125,495800.0,NEAR OCEAN
+-122.69,37.91,43.0,1730.0,326.0,629.0,279.0,4.3194,238700.0,NEAR OCEAN
+-122.71,37.9,23.0,1250.0,257.0,437.0,188.0,3.115,242600.0,NEAR OCEAN
+-122.86,38.1,44.0,2602.0,509.0,691.0,343.0,4.3125,261500.0,NEAR OCEAN
+-122.84,38.07,31.0,1858.0,367.0,701.0,297.0,3.8269,270700.0,NEAR OCEAN
+-122.93,38.02,28.0,1284.0,265.0,628.0,219.0,3.5469,200000.0,NEAR OCEAN
+-122.68,38.07,26.0,1445.0,244.0,510.0,207.0,5.6305,430000.0,NEAR OCEAN
+-122.9,38.28,52.0,1275.0,218.0,627.0,185.0,2.3482,163500.0,NEAR OCEAN
+-122.96,38.26,20.0,1982.0,358.0,308.0,132.0,3.1429,240900.0,NEAR OCEAN
+-122.81,38.08,19.0,1615.0,366.0,815.0,337.0,3.4609,238800.0,NEAR OCEAN
+-122.8,38.18,36.0,2378.0,476.0,957.0,362.0,3.625,253100.0,NEAR OCEAN
+-120.19,37.53,25.0,1470.0,341.0,706.0,283.0,1.7614,71300.0,INLAND
+-120.02,37.57,17.0,2116.0,425.0,909.0,319.0,2.7188,113100.0,INLAND
+-119.99,37.51,14.0,2878.0,617.0,1011.0,509.0,1.398,103800.0,INLAND
+-119.95,37.47,32.0,1312.0,315.0,600.0,265.0,1.5,91500.0,INLAND
+-119.98,37.43,12.0,2776.0,592.0,1236.0,489.0,2.5551,105000.0,INLAND
+-120.07,37.34,16.0,1667.0,372.0,762.0,283.0,1.75,87500.0,INLAND
+-120.31,37.64,11.0,2403.0,497.0,890.0,344.0,3.0,120800.0,INLAND
+-120.15,37.69,13.0,866.0,252.0,369.0,165.0,2.875,70200.0,INLAND
+-120.02,37.72,17.0,2806.0,600.0,990.0,410.0,2.3818,88100.0,INLAND
+-119.81,37.67,24.0,172.0,42.0,79.0,30.0,3.8333,93800.0,INLAND
+-119.82,37.57,13.0,1713.0,340.0,643.0,241.0,2.662,92400.0,INLAND
+-119.9,37.49,13.0,2230.0,443.0,920.0,361.0,3.0,112000.0,INLAND
+-119.84,37.48,17.0,2582.0,553.0,1087.0,423.0,2.5,104200.0,INLAND
+-119.8,37.5,15.0,989.0,184.0,406.0,151.0,3.1771,121900.0,INLAND
+-119.72,37.46,13.0,1999.0,375.0,750.0,308.0,2.875,96000.0,INLAND
+-119.85,37.39,14.0,2744.0,555.0,1153.0,474.0,2.753,111100.0,INLAND
+-119.55,37.75,30.0,2165.0,536.0,1500.0,414.0,3.5391,55900.0,INLAND
+-119.64,37.61,30.0,2857.0,661.0,291.0,135.0,2.6838,164600.0,INLAND
+-123.15,39.74,23.0,608.0,143.0,281.0,108.0,2.9306,70000.0,INLAND
+-123.24,39.81,25.0,1435.0,304.0,746.0,259.0,1.7788,57900.0,INLAND
+-123.23,39.77,25.0,2075.0,435.0,991.0,377.0,1.2281,60300.0,INLAND
+-123.47,39.8,18.0,2130.0,545.0,863.0,346.0,2.3571,79200.0,INLAND
+-123.71,39.88,42.0,1518.0,383.0,656.0,303.0,1.4952,69800.0,NEAR OCEAN
+-123.84,39.83,19.0,1461.0,340.0,515.0,227.0,1.5278,145800.0,NEAR OCEAN
+-123.58,39.66,15.0,1839.0,489.0,887.0,332.0,2.2429,100000.0,<1H OCEAN
+-123.5,39.67,22.0,2124.0,450.0,1122.0,446.0,2.1793,71500.0,INLAND
+-123.64,39.45,21.0,3359.0,677.0,1908.0,642.0,3.0433,140700.0,<1H OCEAN
+-123.79,39.5,24.0,1421.0,291.0,588.0,274.0,2.325,157300.0,<1H OCEAN
+-123.8,39.47,28.0,2492.0,507.0,1202.0,460.0,2.7857,150300.0,<1H OCEAN
+-123.73,39.44,32.0,790.0,151.0,380.0,142.0,2.7,165000.0,<1H OCEAN
+-123.84,39.46,47.0,1150.0,244.0,552.0,201.0,2.5192,110400.0,<1H OCEAN
+-123.8,39.46,35.0,1718.0,345.0,698.0,299.0,2.9243,131600.0,<1H OCEAN
+-123.8,39.44,52.0,1533.0,336.0,754.0,340.0,1.9213,95000.0,<1H OCEAN
+-123.79,39.44,49.0,2290.0,482.0,1201.0,479.0,3.5,113300.0,<1H OCEAN
+-123.8,39.44,33.0,2024.0,459.0,1019.0,422.0,1.9208,93600.0,<1H OCEAN
+-123.79,39.44,36.0,1330.0,273.0,761.0,286.0,2.7813,105800.0,<1H OCEAN
+-123.79,39.44,16.0,2017.0,423.0,1177.0,414.0,3.2171,116200.0,<1H OCEAN
+-123.85,39.42,11.0,1804.0,506.0,895.0,451.0,1.7574,150000.0,<1H OCEAN
+-123.34,39.5,15.0,2342.0,535.0,1064.0,433.0,1.8967,96600.0,INLAND
+-123.4,39.46,10.0,4086.0,831.0,2111.0,758.0,3.2156,104400.0,<1H OCEAN
+-123.32,39.42,22.0,2085.0,432.0,1133.0,402.0,2.3906,92600.0,<1H OCEAN
+-123.38,39.37,18.0,3946.0,813.0,1899.0,730.0,2.6424,124600.0,<1H OCEAN
+-123.35,39.42,18.0,1619.0,346.0,904.0,295.0,2.1625,77200.0,<1H OCEAN
+-123.37,39.43,32.0,2780.0,470.0,1281.0,479.0,3.588,96000.0,<1H OCEAN
+-123.36,39.41,46.0,1748.0,362.0,808.0,330.0,2.9183,76900.0,<1H OCEAN
+-123.35,39.4,27.0,1321.0,338.0,779.0,327.0,1.85,71800.0,<1H OCEAN
+-123.36,39.4,21.0,1081.0,254.0,715.0,275.0,1.5625,71500.0,<1H OCEAN
+-123.34,39.39,18.0,2821.0,628.0,1636.0,615.0,2.3333,84000.0,<1H OCEAN
+-123.1,39.36,19.0,1056.0,248.0,611.0,226.0,1.746,105000.0,INLAND
+-123.23,39.33,20.0,804.0,121.0,448.0,140.0,3.9632,147100.0,<1H OCEAN
+-123.15,39.31,19.0,1026.0,205.0,424.0,152.0,2.8833,154200.0,INLAND
+-123.11,39.32,20.0,2745.0,504.0,1421.0,430.0,3.3431,137500.0,INLAND
+-123.18,39.26,25.0,3066.0,570.0,1558.0,535.0,3.788,134200.0,<1H OCEAN
+-123.22,39.28,16.0,5569.0,1106.0,3148.0,1088.0,3.1455,142900.0,<1H OCEAN
+-123.36,39.25,17.0,1087.0,254.0,522.0,202.0,2.5875,144500.0,<1H OCEAN
+-123.18,39.23,18.0,243.0,55.0,115.0,54.0,2.125,175000.0,<1H OCEAN
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+-118.97,37.64,14.0,2284.0,622.0,342.0,137.0,3.0921,87500.0,INLAND
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+-121.62,36.67,31.0,2697.0,690.0,2220.0,665.0,2.5329,135200.0,<1H OCEAN
+-121.63,36.67,34.0,2486.0,560.0,2443.0,557.0,2.5263,130400.0,<1H OCEAN
+-121.64,36.67,28.0,256.0,66.0,214.0,60.0,3.0197,137500.0,<1H OCEAN
+-121.63,36.65,44.0,309.0,121.0,315.0,80.0,1.6071,112500.0,<1H OCEAN
+-121.64,36.66,24.0,3174.0,506.0,1466.0,535.0,5.2285,248100.0,<1H OCEAN
+-121.65,36.66,30.0,3745.0,767.0,1762.0,748.0,3.2355,214200.0,<1H OCEAN
+-121.65,36.66,42.0,4261.0,840.0,2013.0,801.0,3.5288,221000.0,<1H OCEAN
+-121.65,36.67,52.0,2351.0,459.0,1169.0,439.0,2.8924,169600.0,<1H OCEAN
+-121.65,36.67,28.0,1926.0,556.0,1717.0,535.0,1.9385,123200.0,<1H OCEAN
+-121.66,36.68,10.0,913.0,265.0,508.0,251.0,0.9914,147500.0,<1H OCEAN
+-121.66,36.67,40.0,2878.0,592.0,1444.0,564.0,3.1439,192300.0,<1H OCEAN
+-121.66,36.67,40.0,2497.0,520.0,1275.0,508.0,3.1071,193100.0,<1H OCEAN
+-121.67,36.66,19.0,9371.0,1980.0,4259.0,1882.0,3.6875,189700.0,<1H OCEAN
+-121.67,36.67,24.0,3071.0,544.0,1477.0,560.0,3.9219,222500.0,<1H OCEAN
+-121.68,36.67,26.0,5745.0,1017.0,2780.0,996.0,5.0,202300.0,<1H OCEAN
+-121.67,36.68,38.0,5561.0,1292.0,3523.0,1253.0,2.8289,168300.0,<1H OCEAN
+-121.66,36.69,6.0,10613.0,2485.0,7249.0,2375.0,3.7912,168900.0,<1H OCEAN
+-121.79,36.85,28.0,1049.0,235.0,705.0,208.0,2.7321,150000.0,NEAR OCEAN
+-121.77,36.87,37.0,424.0,65.0,266.0,64.0,3.3472,293800.0,NEAR OCEAN
+-121.73,36.9,23.0,2392.0,721.0,3074.0,718.0,2.5195,136900.0,<1H OCEAN
+-121.71,36.9,16.0,1680.0,285.0,1103.0,275.0,4.6125,253800.0,<1H OCEAN
+-121.68,36.9,13.0,833.0,130.0,405.0,127.0,5.2729,322900.0,<1H OCEAN
+-121.66,36.89,15.0,2608.0,458.0,1531.0,457.0,5.5148,253500.0,<1H OCEAN
+-121.76,36.83,28.0,1445.0,268.0,1017.0,284.0,3.6693,211000.0,<1H OCEAN
+-121.73,36.86,28.0,827.0,178.0,703.0,144.0,4.4271,175700.0,<1H OCEAN
+-121.71,36.88,19.0,2528.0,554.0,2332.0,492.0,3.7766,177000.0,<1H OCEAN
+-121.73,36.85,22.0,1304.0,278.0,887.0,227.0,3.6607,206300.0,<1H OCEAN
+-121.7,36.84,19.0,2511.0,465.0,1551.0,450.0,4.9107,231900.0,<1H OCEAN
+-121.65,36.85,20.0,2606.0,424.0,1361.0,426.0,4.5787,245100.0,<1H OCEAN
+-121.69,36.8,19.0,2164.0,410.0,1309.0,426.0,3.338,185300.0,<1H OCEAN
+-121.74,36.79,16.0,3841.0,620.0,1799.0,611.0,4.3814,245300.0,<1H OCEAN
+-121.72,36.81,18.0,1984.0,379.0,1078.0,359.0,3.2969,229900.0,<1H OCEAN
+-121.69,36.81,18.0,2837.0,522.0,1454.0,458.0,4.5272,221000.0,<1H OCEAN
+-121.66,36.82,17.0,3921.0,654.0,1895.0,641.0,5.0092,238700.0,<1H OCEAN
+-121.64,36.82,18.0,1819.0,283.0,919.0,295.0,4.1696,222500.0,<1H OCEAN
+-121.76,36.75,21.0,1141.0,257.0,671.0,195.0,3.8424,155700.0,<1H OCEAN
+-121.7,36.77,21.0,2294.0,478.0,1306.0,430.0,3.0347,227200.0,<1H OCEAN
+-121.76,36.77,27.0,1608.0,503.0,2031.0,498.0,2.3384,121000.0,<1H OCEAN
+-121.75,36.77,25.0,1851.0,418.0,1678.0,390.0,3.2937,135300.0,<1H OCEAN
+-121.75,36.76,32.0,1740.0,399.0,1563.0,389.0,2.7694,132400.0,<1H OCEAN
+-121.64,36.74,30.0,2628.0,444.0,1372.0,432.0,4.1696,175000.0,<1H OCEAN
+-121.64,36.8,18.0,5915.0,1000.0,2975.0,975.0,4.5812,255200.0,<1H OCEAN
+-121.6,36.81,18.0,1575.0,230.0,751.0,219.0,5.2203,286500.0,<1H OCEAN
+-121.65,36.77,15.0,2191.0,358.0,1150.0,330.0,4.7969,227500.0,<1H OCEAN
+-121.68,36.72,12.0,19234.0,4492.0,12153.0,4372.0,3.2652,152800.0,<1H OCEAN
+-121.7,36.67,37.0,641.0,129.0,458.0,142.0,3.3456,252600.0,<1H OCEAN
+-121.62,36.63,52.0,1437.0,298.0,836.0,257.0,3.6286,165500.0,<1H OCEAN
+-121.54,36.7,12.0,6758.0,1241.0,3918.0,1100.0,3.525,201700.0,<1H OCEAN
+-121.62,36.69,11.0,4712.0,1098.0,5982.0,1105.0,2.5986,135700.0,<1H OCEAN
+-121.62,36.69,12.0,512.0,144.0,767.0,149.0,2.2667,72900.0,<1H OCEAN
+-121.69,36.62,19.0,1907.0,323.0,681.0,270.0,6.0332,244900.0,<1H OCEAN
+-121.7,36.6,19.0,3562.0,530.0,1607.0,505.0,5.0162,283100.0,<1H OCEAN
+-121.67,36.58,11.0,5892.0,837.0,2327.0,812.0,6.1551,291800.0,<1H OCEAN
+-121.59,36.55,34.0,737.0,140.0,362.0,138.0,5.1788,270000.0,<1H OCEAN
+-121.7,36.55,21.0,3905.0,583.0,1528.0,586.0,7.6245,336600.0,<1H OCEAN
+-121.69,36.52,15.0,4037.0,586.0,1596.0,557.0,8.0922,390100.0,<1H OCEAN
+-121.43,36.5,14.0,1835.0,468.0,1867.0,461.0,2.3879,129800.0,<1H OCEAN
+-121.44,36.51,31.0,1636.0,380.0,1468.0,339.0,3.2219,114700.0,<1H OCEAN
+-121.45,36.51,29.0,1045.0,311.0,1245.0,273.0,1.775,112500.0,<1H OCEAN
+-121.42,36.57,13.0,2685.0,621.0,2474.0,573.0,2.8775,134100.0,<1H OCEAN
+-121.48,36.49,28.0,1006.0,228.0,738.0,193.0,1.9722,210700.0,<1H OCEAN
+-121.74,36.49,33.0,2952.0,565.0,1264.0,517.0,4.4209,274600.0,<1H OCEAN
+-121.73,36.5,27.0,3184.0,520.0,1121.0,493.0,5.6383,377000.0,<1H OCEAN
+-121.74,36.47,28.0,1973.0,343.0,970.0,349.0,4.25,279100.0,<1H OCEAN
+-121.7,36.48,19.0,2150.0,479.0,1052.0,428.0,3.5039,288400.0,<1H OCEAN
+-121.62,36.43,20.0,1335.0,290.0,717.0,243.0,4.7891,230600.0,<1H OCEAN
+-121.66,36.37,9.0,1580.0,287.0,465.0,208.0,6.1668,405800.0,<1H OCEAN
+-121.31,36.42,21.0,2740.0,615.0,2630.0,564.0,2.6629,102700.0,<1H OCEAN
+-121.32,36.42,20.0,1054.0,269.0,1219.0,273.0,3.0437,76600.0,<1H OCEAN
+-121.32,36.43,22.0,2927.0,637.0,2546.0,618.0,2.7153,114300.0,<1H OCEAN
+-121.33,36.43,40.0,622.0,194.0,902.0,196.0,2.625,109100.0,<1H OCEAN
+-121.4,36.38,39.0,2288.0,529.0,1449.0,410.0,3.3289,190600.0,<1H OCEAN
+-121.23,36.33,23.0,2095.0,536.0,1858.0,457.0,3.0543,92400.0,<1H OCEAN
+-121.25,36.32,12.0,4776.0,1082.0,4601.0,1066.0,2.9184,100500.0,<1H OCEAN
+-121.26,36.32,30.0,146.0,41.0,164.0,40.0,2.3,206300.0,<1H OCEAN
+-121.24,36.33,13.0,1642.0,418.0,1534.0,388.0,3.1222,125500.0,<1H OCEAN
+-121.24,36.34,33.0,1691.0,308.0,792.0,262.0,2.6648,164600.0,<1H OCEAN
+-121.12,36.21,16.0,1720.0,473.0,1427.0,291.0,2.1107,76200.0,<1H OCEAN
+-121.13,36.21,27.0,1476.0,352.0,1156.0,358.0,3.1929,137900.0,<1H OCEAN
+-121.13,36.21,30.0,1484.0,414.0,1200.0,351.0,1.7548,95800.0,<1H OCEAN
+-121.13,36.21,34.0,2504.0,550.0,1810.0,547.0,3.4821,113700.0,<1H OCEAN
+-121.13,36.2,16.0,1868.0,443.0,1323.0,436.0,2.9559,163200.0,<1H OCEAN
+-121.02,36.24,12.0,2198.0,507.0,1971.0,502.0,2.6801,100000.0,<1H OCEAN
+-121.2,36.14,12.0,3738.0,710.0,2337.0,664.0,3.9647,135000.0,<1H OCEAN
+-121.39,36.16,28.0,1057.0,249.0,288.0,130.0,3.0526,146900.0,NEAR OCEAN
+-121.32,35.95,31.0,372.0,68.0,479.0,67.0,3.5547,200000.0,NEAR OCEAN
+-121.0,35.94,16.0,3077.0,628.0,1479.0,536.0,3.3724,114600.0,<1H OCEAN
+-120.79,36.06,29.0,1916.0,386.0,1019.0,314.0,2.4881,87500.0,<1H OCEAN
+-120.51,35.91,39.0,768.0,162.0,264.0,118.0,5.3245,250000.0,INLAND
+-121.91,36.42,14.0,1078.0,261.0,382.0,171.0,3.7083,210000.0,NEAR OCEAN
+-121.84,36.25,20.0,958.0,245.0,590.0,189.0,2.6094,362500.0,NEAR OCEAN
+-121.62,36.14,25.0,726.0,274.0,411.0,214.0,3.2375,450000.0,NEAR OCEAN
+-121.87,36.55,20.0,10053.0,1768.0,3083.0,1621.0,5.1506,387500.0,NEAR OCEAN
+-121.82,36.54,22.0,1746.0,363.0,886.0,364.0,5.5469,378800.0,<1H OCEAN
+-121.77,36.53,18.0,2321.0,358.0,803.0,341.0,10.1854,426000.0,<1H OCEAN
+-121.84,36.52,18.0,3165.0,533.0,1312.0,434.0,6.5234,357400.0,NEAR OCEAN
+-121.88,36.49,28.0,2830.0,458.0,898.0,370.0,5.8142,500001.0,NEAR OCEAN
+-121.92,36.57,42.0,3944.0,738.0,1374.0,598.0,4.174,394400.0,NEAR OCEAN
+-121.91,36.55,39.0,5468.0,834.0,1782.0,712.0,5.7248,398800.0,NEAR OCEAN
+-121.92,36.54,33.0,5323.0,887.0,1670.0,740.0,3.9792,468000.0,NEAR OCEAN
+-121.92,36.56,40.0,2124.0,449.0,643.0,341.0,5.5164,369100.0,NEAR OCEAN
+-121.94,36.55,30.0,2722.0,584.0,628.0,384.0,3.4048,487100.0,NEAR OCEAN
+-121.92,36.56,39.0,2144.0,538.0,749.0,419.0,2.7039,364000.0,NEAR OCEAN
+-121.92,36.55,37.0,2190.0,419.0,490.0,300.0,3.7852,465800.0,NEAR OCEAN
+-121.92,36.55,44.0,3494.0,635.0,693.0,415.0,3.6,452800.0,NEAR OCEAN
+-121.92,36.55,52.0,2616.0,483.0,582.0,313.0,3.275,500001.0,NEAR OCEAN
+-121.95,36.61,31.0,1736.0,250.0,497.0,170.0,6.3835,407800.0,NEAR OCEAN
+-121.93,36.59,25.0,2201.0,353.0,622.0,295.0,5.0621,386500.0,NEAR OCEAN
+-121.95,36.6,32.0,3152.0,504.0,793.0,426.0,7.1198,469900.0,NEAR OCEAN
+-121.95,36.59,22.0,3553.0,530.0,1108.0,441.0,5.8505,417100.0,NEAR OCEAN
+-121.94,36.58,23.0,4911.0,693.0,1480.0,606.0,6.777,500000.0,NEAR OCEAN
+-121.94,36.57,28.0,3153.0,409.0,569.0,271.0,14.4113,500001.0,NEAR OCEAN
+-121.93,36.6,33.0,3455.0,683.0,1704.0,663.0,4.0154,225700.0,NEAR OCEAN
+-121.92,36.61,29.0,3735.0,808.0,1873.0,757.0,3.1543,253800.0,NEAR OCEAN
+-121.93,36.62,34.0,2351.0,,1063.0,428.0,3.725,278000.0,NEAR OCEAN
+-121.92,36.61,27.0,3044.0,661.0,1229.0,618.0,3.1359,268000.0,NEAR OCEAN
+-121.93,36.62,39.0,869.0,173.0,406.0,165.0,4.0313,253800.0,NEAR OCEAN
+-121.92,36.62,52.0,974.0,190.0,403.0,181.0,4.3281,236500.0,NEAR OCEAN
+-121.92,36.62,52.0,1001.0,191.0,425.0,184.0,3.7614,241700.0,NEAR OCEAN
+-121.92,36.62,47.0,1811.0,401.0,948.0,375.0,3.0379,249300.0,NEAR OCEAN
+-121.91,36.62,52.0,1431.0,300.0,657.0,293.0,3.2865,240100.0,<1H OCEAN
+-121.92,36.62,52.0,867.0,199.0,391.0,187.0,2.6713,234600.0,NEAR OCEAN
+-121.92,36.62,52.0,1410.0,303.0,578.0,285.0,2.5625,235400.0,NEAR OCEAN
+-121.92,36.62,52.0,728.0,161.0,313.0,142.0,3.4327,254500.0,NEAR OCEAN
+-121.91,36.62,40.0,1292.0,271.0,504.0,230.0,2.475,258300.0,<1H OCEAN
+-121.91,36.62,30.0,724.0,167.0,325.0,155.0,3.3333,247900.0,<1H OCEAN
+-121.71,36.78,19.0,2371.0,324.0,944.0,332.0,5.9175,240200.0,<1H OCEAN
+-121.92,36.62,52.0,2584.0,599.0,790.0,444.0,2.5263,286400.0,NEAR OCEAN
+-121.91,36.62,52.0,541.0,157.0,240.0,145.0,3.5865,290000.0,<1H OCEAN
+-121.91,36.62,52.0,1220.0,267.0,488.0,265.0,3.7454,243800.0,<1H OCEAN
+-121.91,36.63,42.0,817.0,194.0,391.0,193.0,2.1776,279200.0,<1H OCEAN
+-121.93,36.63,28.0,3983.0,852.0,1582.0,778.0,3.5147,313900.0,NEAR OCEAN
+-121.93,36.63,33.0,1740.0,342.0,638.0,329.0,3.1912,319800.0,NEAR OCEAN
+-121.92,36.63,40.0,1076.0,193.0,406.0,180.0,3.4943,311100.0,<1H OCEAN
+-121.93,36.63,41.0,1049.0,198.0,428.0,183.0,4.3571,287500.0,NEAR OCEAN
+-121.92,36.63,36.0,877.0,175.0,349.0,168.0,3.4167,339100.0,<1H OCEAN
+-121.89,36.63,20.0,1834.0,554.0,971.0,514.0,3.0383,217300.0,<1H OCEAN
+-121.9,36.61,29.0,3412.0,827.0,1574.0,759.0,2.9309,217100.0,NEAR OCEAN
+-121.91,36.61,30.0,2755.0,597.0,1519.0,554.0,3.2952,234600.0,NEAR OCEAN
+-121.92,36.61,27.0,1619.0,352.0,831.0,344.0,4.3,226400.0,NEAR OCEAN
+-121.92,36.61,21.0,1242.0,340.0,834.0,362.0,2.4922,243800.0,NEAR OCEAN
+-121.9,36.6,39.0,1629.0,423.0,804.0,386.0,2.4663,236500.0,NEAR OCEAN
+-121.9,36.6,33.0,2461.0,649.0,1234.0,601.0,2.8727,225000.0,NEAR OCEAN
+-121.9,36.6,45.0,2249.0,412.0,944.0,429.0,3.0625,260300.0,NEAR OCEAN
+-121.9,36.59,42.0,2689.0,510.0,1023.0,459.0,4.6182,301000.0,NEAR OCEAN
+-121.9,36.58,31.0,1431.0,,704.0,393.0,3.1977,289300.0,NEAR OCEAN
+-121.91,36.59,31.0,2034.0,335.0,966.0,322.0,4.6964,291300.0,NEAR OCEAN
+-121.91,36.6,35.0,2605.0,410.0,1110.0,406.0,5.5519,329500.0,NEAR OCEAN
+-121.91,36.59,17.0,5039.0,833.0,1678.0,710.0,6.2323,339100.0,NEAR OCEAN
+-121.89,36.6,40.0,626.0,164.0,337.0,150.0,2.7917,225000.0,<1H OCEAN
+-121.89,36.6,19.0,656.0,200.0,248.0,173.0,1.2656,500000.0,<1H OCEAN
+-121.88,36.6,30.0,1671.0,469.0,760.0,375.0,2.5164,178100.0,<1H OCEAN
+-121.88,36.59,30.0,1822.0,505.0,932.0,496.0,2.6894,179500.0,<1H OCEAN
+-121.89,36.59,18.0,2700.0,937.0,1042.0,744.0,3.1364,150000.0,NEAR OCEAN
+-121.89,36.59,32.0,784.0,112.0,262.0,114.0,6.918,500001.0,NEAR OCEAN
+-121.88,36.58,29.0,4910.0,871.0,3438.0,904.0,4.0432,450000.0,NEAR OCEAN
+-121.86,36.58,20.0,6332.0,991.0,2668.0,955.0,5.7578,347700.0,<1H OCEAN
+-121.81,36.57,13.0,3030.0,413.0,1027.0,363.0,6.9615,500001.0,<1H OCEAN
+-121.87,36.61,21.0,1616.0,400.0,688.0,384.0,4.2109,278800.0,<1H OCEAN
+-121.86,36.6,31.0,1044.0,285.0,762.0,301.0,3.038,195300.0,<1H OCEAN
+-121.86,36.6,21.0,3634.0,1011.0,1985.0,917.0,2.9085,156300.0,<1H OCEAN
+-121.86,36.6,33.0,1409.0,307.0,633.0,290.0,3.5568,191200.0,<1H OCEAN
+-121.85,36.6,21.0,2381.0,701.0,1264.0,659.0,2.5372,218000.0,<1H OCEAN
+-121.85,36.59,42.0,891.0,203.0,525.0,212.0,3.3156,186300.0,<1H OCEAN
+-121.84,36.59,34.0,3852.0,733.0,1661.0,696.0,4.3269,221300.0,<1H OCEAN
+-121.83,36.61,27.0,5665.0,1281.0,3612.0,1191.0,3.0542,142100.0,<1H OCEAN
+-121.83,36.6,30.0,2748.0,502.0,1491.0,535.0,4.3472,185000.0,<1H OCEAN
+-121.84,36.61,26.0,2902.0,761.0,2258.0,719.0,2.5663,128900.0,<1H OCEAN
+-121.84,36.6,30.0,2958.0,691.0,1616.0,666.0,3.4643,191800.0,<1H OCEAN
+-121.84,36.61,21.0,2876.0,802.0,2487.0,795.0,2.2007,112800.0,<1H OCEAN
+-121.84,36.61,15.0,2190.0,586.0,1570.0,510.0,1.875,122300.0,<1H OCEAN
+-121.82,36.61,24.0,2437.0,438.0,1430.0,444.0,3.8015,169100.0,<1H OCEAN
+-121.83,36.61,26.0,3723.0,789.0,2563.0,747.0,3.4531,133100.0,<1H OCEAN
+-121.83,36.61,27.0,2248.0,466.0,1644.0,453.0,3.2545,131200.0,<1H OCEAN
+-121.83,36.62,33.0,2938.0,576.0,1516.0,568.0,3.5,162400.0,<1H OCEAN
+-121.83,36.62,33.0,1771.0,398.0,1037.0,388.0,2.7708,161800.0,<1H OCEAN
+-121.85,36.6,41.0,3138.0,717.0,1890.0,642.0,2.4864,140400.0,<1H OCEAN
+-121.85,36.61,38.0,238.0,,191.0,67.0,1.3897,125000.0,<1H OCEAN
+-121.86,36.63,37.0,338.0,109.0,231.0,100.0,2.5313,108300.0,<1H OCEAN
+-121.84,36.62,26.0,32.0,8.0,27.0,10.0,2.225,150000.0,<1H OCEAN
+-121.79,36.64,11.0,32627.0,6445.0,28566.0,6082.0,2.3087,118800.0,<1H OCEAN
+-121.8,36.68,18.0,8581.0,1957.0,6071.0,1889.0,3.0,162200.0,<1H OCEAN
+-121.79,36.68,22.0,6912.0,1513.0,3794.0,1455.0,3.0608,168300.0,<1H OCEAN
+-121.8,36.72,14.0,2493.0,407.0,1296.0,418.0,5.4508,190000.0,<1H OCEAN
+-121.8,36.69,12.0,3877.0,914.0,2274.0,858.0,3.4239,194800.0,<1H OCEAN
+-121.77,36.71,18.0,6601.0,1395.0,3562.0,1299.0,3.512,174800.0,<1H OCEAN
+-122.29,38.3,52.0,144.0,54.0,89.0,48.0,1.0096,162500.0,NEAR BAY
+-122.29,38.3,52.0,935.0,224.0,315.0,207.0,1.8287,146900.0,NEAR BAY
+-122.3,38.3,21.0,1108.0,269.0,524.0,274.0,2.7619,154600.0,NEAR BAY
+-122.3,38.3,52.0,1128.0,207.0,450.0,197.0,3.3542,154600.0,NEAR BAY
+-122.29,38.3,52.0,1219.0,288.0,847.0,283.0,1.6691,183300.0,NEAR BAY
+-122.28,38.29,23.0,1398.0,388.0,1112.0,406.0,2.2366,140200.0,NEAR BAY
+-122.29,38.29,52.0,3217.0,742.0,1670.0,671.0,2.4398,163100.0,NEAR BAY
+-122.3,38.29,48.0,2278.0,477.0,1219.0,453.0,2.9643,154000.0,NEAR BAY
+-122.3,38.29,40.0,1739.0,318.0,744.0,312.0,2.6518,156100.0,NEAR BAY
+-122.29,38.28,38.0,2308.0,425.0,1272.0,406.0,3.6083,134200.0,NEAR BAY
+-122.26,38.29,10.0,969.0,160.0,482.0,180.0,6.5799,218100.0,NEAR BAY
+-122.27,38.29,36.0,1446.0,306.0,678.0,295.0,2.8409,153000.0,NEAR BAY
+-122.28,38.3,23.0,526.0,152.0,245.0,130.0,2.0134,142500.0,NEAR BAY
+-122.28,38.29,19.0,531.0,112.0,139.0,80.0,1.9875,325000.0,NEAR BAY
+-122.27,38.29,20.0,3870.0,795.0,2088.0,774.0,3.3021,152700.0,NEAR BAY
+-122.26,38.28,24.0,2831.0,502.0,1462.0,503.0,4.5,158300.0,NEAR BAY
+-122.27,38.28,37.0,1170.0,303.0,766.0,302.0,2.6618,136200.0,NEAR BAY
+-122.26,38.31,33.0,4518.0,704.0,1776.0,669.0,5.2444,281100.0,NEAR BAY
+-122.27,38.32,31.0,1267.0,319.0,545.0,297.0,1.9946,206800.0,NEAR BAY
+-122.27,38.31,44.0,3030.0,589.0,1373.0,582.0,2.9054,155200.0,NEAR BAY
+-122.28,38.32,12.0,4609.0,1005.0,2293.0,960.0,3.4543,194500.0,NEAR BAY
+-122.29,38.32,23.0,4312.0,993.0,2317.0,934.0,2.7667,153200.0,NEAR BAY
+-122.3,38.32,20.0,2063.0,486.0,1045.0,460.0,2.5035,153200.0,NEAR BAY
+-122.3,38.31,34.0,1797.0,395.0,1162.0,407.0,3.455,137500.0,NEAR BAY
+-122.29,38.31,25.0,4927.0,1005.0,2756.0,998.0,2.7325,162900.0,NEAR BAY
+-122.28,38.31,52.0,58.0,18.0,48.0,22.0,1.76,166700.0,NEAR BAY
+-122.29,38.31,45.0,3075.0,754.0,1635.0,723.0,2.2721,139800.0,NEAR BAY
+-122.3,38.3,44.0,3690.0,809.0,1922.0,736.0,2.6346,139800.0,NEAR BAY
+-122.31,38.34,19.0,4187.0,684.0,1827.0,605.0,4.5293,210400.0,NEAR BAY
+-122.31,38.33,21.0,1922.0,344.0,1051.0,342.0,3.6042,183300.0,NEAR BAY
+-122.3,38.33,15.0,4741.0,956.0,2043.0,856.0,4.1862,183600.0,NEAR BAY
+-122.31,38.33,26.0,2155.0,339.0,956.0,365.0,4.0132,174700.0,NEAR BAY
+-122.31,38.32,33.0,2463.0,421.0,1235.0,465.0,3.7045,161500.0,NEAR BAY
+-122.32,38.33,17.0,851.0,118.0,370.0,123.0,5.0877,209300.0,NEAR BAY
+-122.33,38.33,15.0,3193.0,468.0,1303.0,426.0,5.3017,202600.0,NEAR BAY
+-122.32,38.32,19.0,2922.0,417.0,1221.0,442.0,5.8002,238700.0,NEAR BAY
+-122.32,38.32,22.0,2483.0,528.0,1478.0,492.0,4.0878,164400.0,NEAR BAY
+-122.31,38.32,35.0,3997.0,762.0,2074.0,703.0,3.285,138100.0,NEAR BAY
+-122.32,38.32,26.0,2710.0,498.0,1439.0,484.0,5.0,175200.0,NEAR BAY
+-122.33,38.31,14.0,6778.0,947.0,2768.0,1014.0,6.1953,258900.0,NEAR BAY
+-122.31,38.3,25.0,3883.0,740.0,1641.0,676.0,3.9,187300.0,NEAR BAY
+-122.31,38.31,32.0,2577.0,458.0,1172.0,447.0,3.8796,175500.0,NEAR BAY
+-122.31,38.3,45.0,3023.0,659.0,1789.0,657.0,3.6039,126000.0,NEAR BAY
+-122.32,38.29,21.0,1607.0,356.0,834.0,352.0,2.3787,177900.0,NEAR BAY
+-122.33,38.29,14.0,3541.0,499.0,1577.0,459.0,5.3351,269900.0,NEAR BAY
+-122.3,38.29,20.0,1789.0,434.0,1113.0,398.0,2.4728,139700.0,NEAR BAY
+-122.3,38.29,25.0,1701.0,427.0,1021.0,399.0,3.0404,142100.0,NEAR BAY
+-122.3,38.28,31.0,1633.0,316.0,944.0,300.0,3.3977,158700.0,NEAR BAY
+-122.31,38.27,34.0,1748.0,284.0,783.0,303.0,4.3585,194400.0,NEAR BAY
+-122.3,38.27,4.0,1051.0,263.0,455.0,248.0,3.6389,130200.0,NEAR BAY
+-122.3,38.25,18.0,3548.0,880.0,1476.0,699.0,3.7188,163400.0,NEAR BAY
+-122.21,38.28,35.0,1273.0,210.0,555.0,181.0,4.4861,269300.0,NEAR BAY
+-122.24,38.25,33.0,213.0,36.0,91.0,33.0,4.9167,187500.0,NEAR BAY
+-122.28,38.22,42.0,106.0,18.0,40.0,25.0,7.5197,275000.0,NEAR BAY
+-122.29,38.19,13.0,7065.0,1259.0,3864.0,1221.0,4.7472,148600.0,NEAR BAY
+-122.25,38.17,34.0,778.0,137.0,406.0,136.0,4.2955,121300.0,NEAR BAY
+-122.23,38.17,45.0,350.0,,225.0,72.0,1.8942,216700.0,NEAR BAY
+-122.25,38.16,17.0,4459.0,944.0,1812.0,888.0,2.9375,106700.0,NEAR BAY
+-122.26,38.16,23.0,2840.0,491.0,1586.0,466.0,4.0337,130400.0,NEAR BAY
+-122.39,38.37,33.0,1066.0,191.0,403.0,163.0,6.8,240800.0,<1H OCEAN
+-122.37,38.33,29.0,1868.0,291.0,764.0,284.0,4.825,195100.0,NEAR BAY
+-122.35,38.3,18.0,3735.0,557.0,1504.0,521.0,5.6304,243100.0,NEAR BAY
+-122.33,38.21,33.0,2017.0,370.0,949.0,342.0,4.625,228600.0,NEAR BAY
+-122.4,38.34,33.0,1408.0,273.0,520.0,212.0,3.5781,242500.0,<1H OCEAN
+-122.33,38.38,28.0,1020.0,169.0,504.0,164.0,4.5694,287500.0,INLAND
+-122.4,38.41,20.0,4867.0,1015.0,1725.0,1015.0,2.5685,267600.0,INLAND
+-122.32,38.35,20.0,3494.0,549.0,1673.0,541.0,5.5718,185200.0,INLAND
+-122.36,38.41,18.0,1808.0,400.0,968.0,370.0,3.7067,175000.0,INLAND
+-122.36,38.4,16.0,2716.0,546.0,898.0,500.0,2.2536,201200.0,INLAND
+-122.18,38.35,24.0,407.0,68.0,175.0,61.0,6.0266,216700.0,INLAND
+-122.21,38.41,12.0,4270.0,654.0,1624.0,598.0,5.5266,331300.0,INLAND
+-122.29,38.4,28.0,2024.0,340.0,844.0,309.0,4.7833,361100.0,INLAND
+-122.33,38.39,36.0,831.0,122.0,272.0,109.0,6.3427,304800.0,INLAND
+-122.28,38.34,44.0,1066.0,190.0,416.0,174.0,3.6389,304000.0,NEAR BAY
+-122.26,38.36,25.0,1821.0,344.0,349.0,179.0,6.9931,398800.0,INLAND
+-122.26,38.33,34.0,2048.0,316.0,780.0,267.0,5.815,339200.0,NEAR BAY
+-122.23,38.33,31.0,3440.0,574.0,1538.0,537.0,5.5368,325900.0,NEAR BAY
+-122.24,38.31,38.0,1938.0,301.0,823.0,285.0,6.1089,280800.0,NEAR BAY
+-122.52,38.53,35.0,1227.0,236.0,548.0,207.0,4.875,336700.0,INLAND
+-122.48,38.48,29.0,2278.0,397.0,765.0,322.0,4.6379,348200.0,INLAND
+-122.4,38.46,33.0,2542.0,466.0,1099.0,420.0,4.635,248500.0,INLAND
+-122.47,38.51,18.0,2487.0,516.0,980.0,503.0,3.5506,187500.0,INLAND
+-122.47,38.51,25.0,928.0,195.0,413.0,184.0,3.4904,196900.0,INLAND
+-122.48,38.51,49.0,1977.0,393.0,741.0,339.0,3.1312,247600.0,INLAND
+-122.48,38.5,37.0,3049.0,,1287.0,439.0,4.3125,276500.0,INLAND
+-122.47,38.5,23.0,2191.0,415.0,959.0,361.0,4.1993,214500.0,INLAND
+-122.45,38.51,18.0,1297.0,337.0,610.0,312.0,1.9441,184400.0,INLAND
+-122.4,38.53,24.0,1741.0,289.0,564.0,231.0,3.6118,248400.0,INLAND
+-122.44,38.57,26.0,2101.0,390.0,2171.0,360.0,3.6429,159700.0,INLAND
+-122.45,38.58,34.0,2517.0,483.0,1324.0,464.0,3.0938,189400.0,INLAND
+-122.47,38.6,20.0,1036.0,202.0,589.0,194.0,5.3698,303300.0,INLAND
+-122.48,38.54,37.0,1898.0,359.0,973.0,340.0,4.2096,256600.0,INLAND
+-122.46,38.53,32.0,1735.0,331.0,785.0,309.0,3.6641,275800.0,INLAND
+-122.27,38.68,18.0,742.0,142.0,343.0,119.0,3.1563,98400.0,INLAND
+-122.26,38.57,22.0,509.0,103.0,139.0,73.0,2.1979,152800.0,INLAND
+-122.27,38.53,22.0,678.0,137.0,336.0,103.0,4.4,142500.0,INLAND
+-122.18,38.49,15.0,1743.0,366.0,655.0,264.0,3.3393,146900.0,INLAND
+-122.52,38.67,35.0,1705.0,321.0,708.0,253.0,3.4539,300000.0,INLAND
+-122.59,38.56,43.0,2088.0,379.0,721.0,293.0,4.65,245000.0,<1H OCEAN
+-122.57,38.58,18.0,2083.0,506.0,926.0,487.0,1.9925,225000.0,INLAND
+-122.58,38.59,33.0,1239.0,262.0,539.0,246.0,3.5208,195800.0,INLAND
+-122.58,38.58,32.0,2723.0,637.0,1549.0,556.0,2.3942,183100.0,INLAND
+-122.59,38.58,18.0,3753.0,752.0,1454.0,668.0,3.7585,185700.0,<1H OCEAN
+-121.07,39.15,15.0,6828.0,1319.0,3002.0,1318.0,2.4726,143400.0,INLAND
+-121.07,39.09,17.0,1878.0,345.0,892.0,299.0,2.8864,143100.0,INLAND
+-121.1,39.08,13.0,1110.0,216.0,602.0,209.0,2.5887,144400.0,INLAND
+-121.11,39.09,16.0,1000.0,197.0,508.0,190.0,2.3062,138800.0,INLAND
+-121.12,39.03,17.0,838.0,161.0,388.0,142.0,3.6563,163500.0,INLAND
+-121.05,39.13,10.0,3063.0,497.0,1168.0,507.0,4.4375,185100.0,INLAND
+-121.03,39.14,10.0,3138.0,524.0,1275.0,511.0,4.0775,164500.0,INLAND
+-121.07,39.13,8.0,4839.0,832.0,1977.0,762.0,4.0848,155900.0,INLAND
+-121.05,39.11,7.0,2767.0,423.0,1143.0,382.0,3.6333,170200.0,INLAND
+-121.04,39.08,8.0,2870.0,526.0,1307.0,451.0,3.463,201700.0,INLAND
+-121.0,39.09,7.0,439.0,84.0,246.0,80.0,3.0781,162500.0,INLAND
+-121.08,39.02,13.0,1839.0,275.0,752.0,270.0,4.2031,209600.0,INLAND
+-121.07,39.05,10.0,1813.0,311.0,827.0,287.0,3.6087,182100.0,INLAND
+-121.07,39.04,9.0,2374.0,372.0,884.0,333.0,4.5042,206400.0,INLAND
+-121.03,39.05,12.0,1875.0,307.0,806.0,283.0,3.9185,195200.0,INLAND
+-121.06,39.04,14.0,1651.0,279.0,633.0,261.0,4.2802,194800.0,INLAND
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+-117.92,33.76,26.0,784.0,177.0,662.0,169.0,2.8438,174300.0,<1H OCEAN
+-117.91,33.76,20.0,4413.0,,4818.0,1063.0,2.8594,215100.0,<1H OCEAN
+-117.92,33.75,23.0,893.0,223.0,1149.0,216.0,2.6442,156300.0,<1H OCEAN
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+-117.98,33.71,26.0,1905.0,373.0,1098.0,368.0,4.8611,229600.0,<1H OCEAN
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+-117.97,33.68,23.0,1722.0,316.0,865.0,309.0,4.6452,273800.0,<1H OCEAN
+-117.96,33.68,25.0,2004.0,349.0,1085.0,343.0,4.7656,230700.0,<1H OCEAN
+-117.96,33.68,18.0,2594.0,539.0,817.0,485.0,2.3674,219200.0,<1H OCEAN
+-117.96,33.68,24.0,6517.0,1279.0,3441.0,1198.0,4.25,152100.0,<1H OCEAN
+-117.97,33.68,26.0,3653.0,568.0,1930.0,585.0,5.7301,260900.0,<1H OCEAN
+-117.95,33.69,26.0,1417.0,264.0,817.0,261.0,4.875,230400.0,<1H OCEAN
+-117.95,33.68,26.0,2249.0,344.0,1311.0,373.0,5.0287,265000.0,<1H OCEAN
+-117.95,33.68,27.0,1732.0,303.0,1115.0,308.0,5.5312,239200.0,<1H OCEAN
+-117.95,33.68,19.0,1028.0,191.0,340.0,159.0,3.6364,252800.0,<1H OCEAN
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+-117.95,33.67,25.0,1799.0,233.0,810.0,265.0,8.289,372400.0,<1H OCEAN
+-117.95,33.66,26.0,1787.0,227.0,639.0,224.0,6.8226,329800.0,<1H OCEAN
+-117.95,33.66,22.0,2785.0,441.0,1086.0,392.0,7.3719,337400.0,<1H OCEAN
+-117.98,33.65,22.0,3335.0,754.0,1500.0,719.0,3.7315,197900.0,<1H OCEAN
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+-117.97,33.73,27.0,2097.0,325.0,1217.0,331.0,5.7121,222500.0,<1H OCEAN
+-117.97,33.73,26.0,1694.0,260.0,885.0,279.0,5.0875,224200.0,<1H OCEAN
+-117.96,33.74,19.0,1783.0,415.0,1025.0,383.0,4.1484,230000.0,<1H OCEAN
+-117.96,33.73,22.0,3479.0,455.0,1454.0,488.0,6.6324,347600.0,<1H OCEAN
+-117.97,33.73,19.0,4154.0,560.0,2130.0,589.0,7.2845,301800.0,<1H OCEAN
+-117.97,33.72,24.0,2991.0,500.0,1437.0,453.0,5.4286,273400.0,<1H OCEAN
+-117.95,33.72,21.0,3107.0,483.0,1688.0,503.0,5.9582,288000.0,<1H OCEAN
+-117.96,33.72,23.0,3929.0,559.0,1858.0,538.0,6.8645,318200.0,<1H OCEAN
+-117.93,33.73,19.0,4021.0,557.0,1872.0,545.0,6.7919,295600.0,<1H OCEAN
+-117.93,33.72,17.0,4461.0,585.0,2095.0,580.0,7.6709,319500.0,<1H OCEAN
+-117.92,33.73,17.0,1692.0,293.0,934.0,280.0,4.4728,205800.0,<1H OCEAN
+-117.92,33.73,14.0,5147.0,1182.0,3171.0,1126.0,3.9929,225800.0,<1H OCEAN
+-117.92,33.72,17.0,3318.0,502.0,1520.0,498.0,5.5501,274200.0,<1H OCEAN
+-117.96,33.71,19.0,4328.0,849.0,2243.0,808.0,5.5702,342600.0,<1H OCEAN
+-117.95,33.71,16.0,6058.0,1715.0,3285.0,1495.0,3.4133,290900.0,<1H OCEAN
+-117.96,33.71,19.0,1624.0,221.0,782.0,228.0,4.5962,304500.0,<1H OCEAN
+-117.95,33.71,20.0,2781.0,407.0,1242.0,408.0,6.1092,306500.0,<1H OCEAN
+-117.94,33.71,18.0,3695.0,602.0,1779.0,572.0,5.9449,276500.0,<1H OCEAN
+-117.93,33.71,10.0,2775.0,717.0,1581.0,633.0,4.1366,158800.0,<1H OCEAN
+-117.94,33.7,18.0,4827.0,718.0,2471.0,716.0,6.1181,284500.0,<1H OCEAN
+-117.95,33.69,24.0,4269.0,618.0,1954.0,597.0,6.9261,284600.0,<1H OCEAN
+-117.95,33.7,17.0,5781.0,924.0,2585.0,915.0,5.343,231900.0,<1H OCEAN
+-117.98,33.69,22.0,3957.0,520.0,1774.0,527.0,7.0907,350200.0,<1H OCEAN
+-117.97,33.69,21.0,4112.0,580.0,1886.0,581.0,6.799,292000.0,<1H OCEAN
+-117.98,33.7,16.0,5127.0,631.0,2142.0,596.0,7.8195,390500.0,<1H OCEAN
+-117.96,33.7,23.0,4417.0,740.0,1865.0,693.0,5.3428,279300.0,<1H OCEAN
+-117.96,33.7,23.0,2622.0,445.0,1103.0,407.0,4.725,289600.0,<1H OCEAN
+-117.96,33.69,20.0,3123.0,441.0,1319.0,432.0,6.091,290400.0,<1H OCEAN
+-117.96,33.69,17.0,2500.0,343.0,1242.0,368.0,7.7313,316700.0,<1H OCEAN
+-117.98,33.7,24.0,3451.0,504.0,1736.0,493.0,6.3749,278000.0,<1H OCEAN
+-117.98,33.71,24.0,3430.0,548.0,1601.0,512.0,5.6825,264600.0,<1H OCEAN
+-117.97,33.71,26.0,2553.0,405.0,1337.0,411.0,5.3737,252900.0,<1H OCEAN
+-117.97,33.71,25.0,3273.0,478.0,1645.0,497.0,5.8195,286100.0,<1H OCEAN
+-117.99,33.7,25.0,2017.0,357.0,1063.0,369.0,4.0345,229400.0,<1H OCEAN
+-117.98,33.7,17.0,1997.0,340.0,952.0,341.0,4.4148,239200.0,<1H OCEAN
+-117.99,33.69,17.0,3386.0,729.0,1715.0,666.0,3.7479,213000.0,<1H OCEAN
+-117.98,33.69,16.0,2437.0,438.0,986.0,422.0,5.7117,247200.0,<1H OCEAN
+-117.97,33.67,25.0,3906.0,660.0,1809.0,622.0,5.6765,265100.0,<1H OCEAN
+-117.97,33.66,22.0,3914.0,600.0,1871.0,607.0,5.8541,281500.0,<1H OCEAN
+-117.96,33.67,16.0,5143.0,652.0,2209.0,637.0,7.0173,382100.0,<1H OCEAN
+-117.96,33.66,19.0,5925.0,744.0,2302.0,729.0,7.5699,333300.0,<1H OCEAN
+-117.96,33.65,23.0,5379.0,684.0,1826.0,555.0,7.0151,350600.0,<1H OCEAN
+-117.97,33.65,26.0,2379.0,336.0,988.0,346.0,5.3674,339300.0,<1H OCEAN
+-117.97,33.63,25.0,2482.0,360.0,960.0,352.0,6.1572,344000.0,NEAR OCEAN
+-117.96,33.65,24.0,4462.0,689.0,1943.0,712.0,5.7395,289800.0,<1H OCEAN
+-117.96,33.65,21.0,2030.0,318.0,910.0,311.0,7.8453,343300.0,<1H OCEAN
+-117.96,33.65,18.0,3603.0,879.0,1549.0,756.0,4.0229,363100.0,<1H OCEAN
+-117.98,33.61,17.0,2054.0,291.0,836.0,288.0,6.8939,383900.0,NEAR OCEAN
+-117.97,33.73,18.0,3698.0,574.0,2046.0,614.0,6.2984,269800.0,<1H OCEAN
+-117.98,33.73,18.0,3833.0,,2192.0,996.0,3.4679,219700.0,<1H OCEAN
+-117.98,33.72,24.0,2826.0,547.0,1738.0,546.0,6.0494,240400.0,<1H OCEAN
+-117.98,33.72,28.0,3109.0,561.0,1891.0,562.0,5.2655,243100.0,<1H OCEAN
+-117.98,33.67,7.0,5664.0,1174.0,2493.0,1101.0,5.8252,264700.0,<1H OCEAN
+-117.98,33.66,26.0,3527.0,547.0,1615.0,542.0,6.1624,279400.0,<1H OCEAN
+-117.97,33.67,17.0,4466.0,640.0,2166.0,666.0,6.979,330700.0,<1H OCEAN
+-117.97,33.66,14.0,6090.0,1338.0,1974.0,1248.0,2.8061,180300.0,<1H OCEAN
+-117.98,33.68,14.0,3396.0,477.0,1542.0,472.0,7.3982,369100.0,<1H OCEAN
+-117.98,33.68,24.0,4177.0,,1704.0,606.0,6.2473,281900.0,<1H OCEAN
+-117.98,33.68,17.0,2603.0,373.0,1265.0,382.0,6.8039,332900.0,<1H OCEAN
+-117.97,33.68,16.0,4508.0,598.0,2221.0,623.0,7.3731,390800.0,<1H OCEAN
+-117.97,33.68,26.0,1616.0,292.0,700.0,241.0,5.5105,232100.0,<1H OCEAN
+-118.01,33.67,13.0,2902.0,536.0,1125.0,490.0,5.888,447700.0,NEAR OCEAN
+-118.01,33.67,16.0,3581.0,780.0,1644.0,774.0,5.041,397600.0,NEAR OCEAN
+-118.01,33.66,19.0,4559.0,1045.0,1949.0,910.0,4.355,429200.0,NEAR OCEAN
+-118.0,33.66,25.0,4041.0,903.0,1689.0,784.0,4.2289,442700.0,NEAR OCEAN
+-118.02,33.65,38.0,2548.0,646.0,755.0,399.0,2.8352,408300.0,NEAR OCEAN
+-117.99,33.68,13.0,4000.0,883.0,1999.0,881.0,4.7245,273600.0,<1H OCEAN
+-117.99,33.68,18.0,2024.0,462.0,1047.0,451.0,3.5848,186900.0,<1H OCEAN
+-117.99,33.67,15.0,3141.0,664.0,1729.0,633.0,4.2165,234600.0,<1H OCEAN
+-117.99,33.68,14.0,3305.0,841.0,2272.0,769.0,3.4899,216700.0,<1H OCEAN
+-117.99,33.67,19.0,3808.0,790.0,1776.0,756.0,4.625,282200.0,<1H OCEAN
+-117.99,33.67,12.0,2228.0,479.0,1122.0,488.0,4.0385,350000.0,<1H OCEAN
+-117.99,33.67,17.0,1692.0,427.0,903.0,423.0,3.5859,262500.0,<1H OCEAN
+-118.0,33.66,16.0,2809.0,708.0,1260.0,638.0,3.2353,252900.0,NEAR OCEAN
+-117.99,33.66,29.0,1330.0,293.0,613.0,236.0,4.6591,353100.0,<1H OCEAN
+-117.99,33.66,14.0,3155.0,653.0,951.0,575.0,3.0625,268800.0,<1H OCEAN
+-118.02,33.62,11.0,3969.0,834.0,1508.0,754.0,4.3409,271400.0,NEAR OCEAN
+-118.05,33.65,5.0,7017.0,935.0,2427.0,867.0,10.1154,477700.0,NEAR OCEAN
+-118.0,33.68,12.0,5241.0,985.0,2048.0,943.0,6.4858,285400.0,<1H OCEAN
+-118.0,33.67,34.0,3712.0,667.0,1521.0,632.0,4.8125,387800.0,<1H OCEAN
+-118.0,33.71,19.0,4808.0,1029.0,2422.0,971.0,4.0121,279700.0,<1H OCEAN
+-117.99,33.71,18.0,1994.0,578.0,3031.0,577.0,2.7614,237500.0,<1H OCEAN
+-117.99,33.71,17.0,1600.0,458.0,1803.0,432.0,2.7865,216700.0,<1H OCEAN
+-118.02,33.71,23.0,5554.0,995.0,2408.0,936.0,5.3886,331900.0,<1H OCEAN
+-118.02,33.7,23.0,5069.0,770.0,2473.0,769.0,6.3047,285700.0,<1H OCEAN
+-118.02,33.72,22.0,8844.0,1706.0,4404.0,1594.0,4.4453,267800.0,<1H OCEAN
+-118.01,33.73,23.0,4095.0,578.0,1766.0,589.0,6.7418,302500.0,<1H OCEAN
+-118.02,33.73,24.0,6393.0,1141.0,2743.0,1057.0,5.1384,336900.0,<1H OCEAN
+-118.03,33.72,24.0,5203.0,957.0,2465.0,946.0,5.163,261000.0,<1H OCEAN
+-118.04,33.72,24.0,7141.0,1330.0,3418.0,1268.0,4.6649,237800.0,<1H OCEAN
+-117.99,33.73,24.0,2104.0,421.0,1181.0,414.0,3.8365,250900.0,<1H OCEAN
+-118.0,33.73,26.0,2236.0,280.0,809.0,282.0,6.7395,342800.0,<1H OCEAN
+-117.99,33.73,20.0,3182.0,884.0,1770.0,817.0,3.1912,220800.0,<1H OCEAN
+-117.99,33.72,26.0,1787.0,275.0,801.0,270.0,5.5514,255700.0,<1H OCEAN
+-117.99,33.72,17.0,2801.0,649.0,1473.0,535.0,4.2875,134800.0,<1H OCEAN
+-117.99,33.72,14.0,2127.0,537.0,1338.0,475.0,3.628,188500.0,<1H OCEAN
+-118.01,33.71,18.0,6565.0,1357.0,3079.0,1248.0,4.7515,295600.0,<1H OCEAN
+-118.01,33.7,24.0,3856.0,567.0,1741.0,588.0,7.248,302700.0,<1H OCEAN
+-118.01,33.69,3.0,945.0,115.0,337.0,123.0,11.5199,500001.0,<1H OCEAN
+-117.99,33.7,13.0,4013.0,903.0,1999.0,859.0,4.625,248800.0,<1H OCEAN
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+-116.85,34.25,5.0,5806.0,1030.0,569.0,219.0,4.0132,163100.0,INLAND
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+-116.76,34.29,14.0,3959.0,849.0,1064.0,376.0,2.8214,111400.0,INLAND
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+-116.98,34.13,16.0,2098.0,449.0,342.0,143.0,4.0333,133900.0,INLAND
+-116.98,34.07,21.0,739.0,125.0,199.0,82.0,4.8958,117500.0,INLAND
+-116.88,34.08,52.0,3419.0,777.0,710.0,265.0,3.9028,128600.0,INLAND
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+-117.15,34.83,30.0,5370.0,1062.0,2778.0,944.0,3.099,66800.0,INLAND
+-117.19,34.94,31.0,2034.0,444.0,1097.0,367.0,2.1522,60800.0,INLAND
+-117.16,34.9,16.0,1579.0,327.0,934.0,298.0,2.7305,73800.0,INLAND
+-117.08,34.96,28.0,1777.0,307.0,721.0,259.0,3.6343,79800.0,INLAND
+-116.96,34.94,20.0,2355.0,467.0,1198.0,428.0,3.9934,88500.0,INLAND
+-116.99,34.89,24.0,2741.0,577.0,1551.0,522.0,3.474,70500.0,INLAND
+-116.99,34.88,23.0,6060.0,1165.0,2920.0,1072.0,3.1528,69000.0,INLAND
+-117.0,34.87,16.0,6862.0,1292.0,3562.0,1126.0,3.6091,87200.0,INLAND
+-117.02,34.88,18.0,2127.0,443.0,1168.0,401.0,3.0313,80000.0,INLAND
+-117.03,34.87,7.0,2245.0,407.0,1016.0,364.0,3.9464,101500.0,INLAND
+-116.96,34.83,30.0,1211.0,289.0,611.0,230.0,1.6667,44700.0,INLAND
+-116.9,34.69,10.0,337.0,102.0,108.0,50.0,0.4999,55000.0,INLAND
+-117.24,34.59,4.0,5027.0,797.0,1869.0,686.0,3.5507,186100.0,INLAND
+-117.29,34.57,22.0,1054.0,239.0,428.0,239.0,1.2548,68300.0,INLAND
+-117.1,34.57,6.0,5110.0,1044.0,1938.0,724.0,3.1917,112800.0,INLAND
+-116.9,34.52,20.0,3481.0,840.0,1694.0,587.0,1.4,77700.0,INLAND
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+-117.18,32.76,52.0,2023.0,301.0,649.0,285.0,4.7396,441700.0,NEAR OCEAN
+-117.18,32.75,52.0,1539.0,212.0,535.0,224.0,5.392,408500.0,NEAR OCEAN
+-117.18,32.75,52.0,1504.0,208.0,518.0,196.0,8.603,459600.0,NEAR OCEAN
+-117.19,32.75,52.0,1495.0,230.0,459.0,190.0,8.1548,500001.0,NEAR OCEAN
+-117.19,32.75,52.0,1388.0,213.0,513.0,211.0,6.1309,411600.0,NEAR OCEAN
+-117.19,32.76,52.0,1294.0,175.0,434.0,180.0,5.7914,500001.0,NEAR OCEAN
+-117.17,32.76,45.0,3149.0,639.0,1160.0,661.0,2.7266,354200.0,NEAR OCEAN
+-117.17,32.75,38.0,5430.0,1176.0,2357.0,1100.0,3.654,249000.0,NEAR OCEAN
+-117.18,32.74,39.0,3132.0,738.0,1200.0,690.0,2.5288,274000.0,NEAR OCEAN
+-117.18,32.75,36.0,2282.0,534.0,918.0,531.0,2.7222,284700.0,NEAR OCEAN
+-117.17,32.75,52.0,1052.0,,381.0,201.0,3.0726,289600.0,NEAR OCEAN
+-117.16,32.75,23.0,2474.0,594.0,1107.0,536.0,2.9705,245500.0,NEAR OCEAN
+-117.16,32.75,49.0,1566.0,494.0,643.0,419.0,1.9637,137500.0,NEAR OCEAN
+-117.16,32.74,52.0,852.0,262.0,389.0,249.0,2.6042,225000.0,NEAR OCEAN
+-117.16,32.74,21.0,1882.0,486.0,903.0,482.0,3.06,243800.0,NEAR OCEAN
+-117.16,32.74,27.0,2335.0,604.0,982.0,590.0,3.1921,261500.0,NEAR OCEAN
+-117.17,32.75,28.0,1514.0,384.0,540.0,352.0,2.1532,240000.0,NEAR OCEAN
+-117.16,32.75,19.0,5430.0,1593.0,2496.0,1484.0,2.9112,199100.0,NEAR OCEAN
+-117.16,32.75,34.0,1785.0,558.0,804.0,490.0,2.2687,200000.0,NEAR OCEAN
+-117.15,32.76,43.0,2361.0,489.0,824.0,470.0,3.4196,302200.0,NEAR OCEAN
+-117.15,32.76,36.0,2644.0,674.0,1211.0,654.0,3.0445,214800.0,NEAR OCEAN
+-117.15,32.76,40.0,1809.0,474.0,826.0,456.0,2.6518,179800.0,NEAR OCEAN
+-117.15,32.76,37.0,1921.0,502.0,811.0,472.0,2.75,175000.0,NEAR OCEAN
+-117.15,32.75,40.0,2261.0,579.0,903.0,525.0,2.465,198700.0,NEAR OCEAN
+-117.15,32.75,9.0,2818.0,821.0,851.0,555.0,2.6181,204200.0,NEAR OCEAN
+-117.15,32.75,27.0,3166.0,867.0,1332.0,817.0,2.6742,171400.0,NEAR OCEAN
+-117.15,32.74,43.0,2383.0,607.0,962.0,587.0,2.2578,263600.0,NEAR OCEAN
+-117.15,32.74,26.0,3149.0,832.0,1320.0,808.0,3.0259,211700.0,NEAR OCEAN
+-117.14,32.75,35.0,1391.0,329.0,726.0,317.0,2.6818,159400.0,NEAR OCEAN
+-117.14,32.74,47.0,1494.0,327.0,689.0,304.0,3.125,172700.0,NEAR OCEAN
+-117.14,32.74,16.0,6075.0,1816.0,2592.0,1634.0,2.5553,178100.0,NEAR OCEAN
+-117.14,32.75,29.0,1961.0,565.0,1002.0,569.0,2.2813,118100.0,NEAR OCEAN
+-117.14,32.75,25.0,1908.0,513.0,956.0,467.0,2.4828,133300.0,NEAR OCEAN
+-117.14,32.75,37.0,1832.0,525.0,955.0,488.0,2.7852,129200.0,NEAR OCEAN
+-117.14,32.75,19.0,1358.0,613.0,766.0,630.0,1.0353,150000.0,NEAR OCEAN
+-117.14,32.75,20.0,1182.0,379.0,678.0,326.0,2.1937,162500.0,NEAR OCEAN
+-117.14,32.75,27.0,1551.0,464.0,880.0,400.0,2.4167,131300.0,NEAR OCEAN
+-117.14,32.76,28.0,3025.0,756.0,1328.0,695.0,2.694,164100.0,NEAR OCEAN
+-117.14,32.76,35.0,2539.0,661.0,1308.0,629.0,2.6777,146400.0,NEAR OCEAN
+-117.14,32.76,32.0,2587.0,681.0,1246.0,650.0,2.1727,145500.0,NEAR OCEAN
+-117.14,32.76,35.0,1785.0,493.0,965.0,506.0,2.0792,160000.0,NEAR OCEAN
+-117.13,32.77,30.0,2582.0,650.0,1098.0,603.0,2.8281,171700.0,NEAR OCEAN
+-117.13,32.76,29.0,2568.0,682.0,1191.0,642.0,2.1094,162500.0,NEAR OCEAN
+-117.13,32.76,41.0,1545.0,420.0,747.0,415.0,2.375,154400.0,NEAR OCEAN
+-117.13,32.76,27.0,2280.0,695.0,1235.0,664.0,1.9392,142900.0,NEAR OCEAN
+-117.13,32.76,33.0,1591.0,461.0,794.0,425.0,2.6333,140000.0,NEAR OCEAN
+-117.13,32.76,22.0,2623.0,732.0,1283.0,718.0,2.1563,127100.0,NEAR OCEAN
+-117.14,32.76,24.0,3523.0,991.0,1775.0,873.0,2.1273,142300.0,NEAR OCEAN
+-117.13,32.75,24.0,1877.0,519.0,898.0,483.0,2.2264,112500.0,NEAR OCEAN
+-117.13,32.75,28.0,2279.0,671.0,1166.0,623.0,1.95,150000.0,NEAR OCEAN
+-117.13,32.75,23.0,3999.0,1182.0,2051.0,1130.0,2.1292,135000.0,NEAR OCEAN
+-117.13,32.75,31.0,2336.0,656.0,1186.0,609.0,2.5872,130600.0,NEAR OCEAN
+-117.13,32.75,50.0,1476.0,354.0,698.0,354.0,3.0,168800.0,NEAR OCEAN
+-117.13,32.74,52.0,1512.0,321.0,651.0,321.0,3.6852,185300.0,NEAR OCEAN
+-117.13,32.75,37.0,4142.0,1031.0,1936.0,968.0,2.693,174100.0,NEAR OCEAN
+-117.12,32.75,37.0,2344.0,546.0,1134.0,513.0,2.4394,118300.0,NEAR OCEAN
+-117.12,32.74,46.0,1898.0,441.0,978.0,439.0,3.2708,155200.0,NEAR OCEAN
+-117.12,32.74,52.0,1969.0,389.0,877.0,424.0,3.79,163400.0,NEAR OCEAN
+-117.13,32.75,20.0,2271.0,602.0,992.0,520.0,2.2599,157600.0,NEAR OCEAN
+-117.12,32.75,15.0,2671.0,724.0,1800.0,646.0,2.1394,106700.0,NEAR OCEAN
+-117.12,32.75,17.0,2060.0,633.0,1251.0,602.0,1.9886,119200.0,NEAR OCEAN
+-117.12,32.75,20.0,1406.0,413.0,850.0,412.0,2.3261,114600.0,NEAR OCEAN
+-117.12,32.75,25.0,2222.0,634.0,1025.0,568.0,1.64,130000.0,NEAR OCEAN
+-117.12,32.76,23.0,2681.0,717.0,1279.0,648.0,2.1597,116100.0,NEAR OCEAN
+-117.12,32.76,33.0,2279.0,591.0,1250.0,576.0,2.4297,139000.0,NEAR OCEAN
+-117.12,32.76,43.0,2336.0,644.0,1203.0,614.0,2.3594,127800.0,NEAR OCEAN
+-117.12,32.76,26.0,1221.0,331.0,620.0,296.0,2.4821,123600.0,NEAR OCEAN
+-117.11,32.76,29.0,2030.0,545.0,1014.0,518.0,2.2409,114200.0,NEAR OCEAN
+-117.12,32.76,28.0,2160.0,608.0,1339.0,571.0,1.9152,128100.0,NEAR OCEAN
+-117.12,32.76,27.0,1426.0,364.0,792.0,353.0,2.0673,118800.0,NEAR OCEAN
+-117.12,32.76,28.0,1605.0,501.0,936.0,460.0,2.5991,147500.0,NEAR OCEAN
+-117.12,32.76,17.0,1559.0,462.0,821.0,428.0,2.0139,150000.0,NEAR OCEAN
+-117.12,32.76,41.0,1469.0,421.0,803.0,395.0,2.1856,120500.0,NEAR OCEAN
+-117.11,32.77,48.0,1502.0,272.0,590.0,265.0,2.5952,190300.0,NEAR OCEAN
+-117.11,32.77,50.0,1729.0,355.0,617.0,337.0,3.6705,167000.0,NEAR OCEAN
+-117.12,32.77,48.0,2012.0,422.0,893.0,394.0,2.7928,175000.0,NEAR OCEAN
+-117.12,32.77,43.0,2167.0,464.0,977.0,461.0,3.125,192200.0,NEAR OCEAN
+-117.11,32.77,52.0,1484.0,224.0,498.0,223.0,6.6053,331400.0,NEAR OCEAN
+-117.11,32.77,52.0,1506.0,233.0,478.0,240.0,4.3875,300000.0,NEAR OCEAN
+-117.1,32.77,49.0,4449.0,711.0,1606.0,709.0,5.7768,281600.0,NEAR OCEAN
+-117.1,32.76,52.0,2606.0,426.0,883.0,380.0,4.2813,270800.0,NEAR OCEAN
+-117.09,32.77,38.0,2065.0,374.0,812.0,343.0,3.125,216500.0,NEAR OCEAN
+-117.09,32.76,44.0,1139.0,214.0,470.0,217.0,3.5481,203100.0,NEAR OCEAN
+-117.09,32.76,43.0,3889.0,711.0,1466.0,663.0,3.5529,223000.0,NEAR OCEAN
+-117.11,32.76,31.0,2293.0,549.0,1108.0,557.0,3.3854,204400.0,NEAR OCEAN
+-117.1,32.76,30.0,1835.0,474.0,934.0,415.0,2.875,139600.0,NEAR OCEAN
+-117.11,32.76,28.0,1457.0,397.0,672.0,342.0,1.9799,122700.0,NEAR OCEAN
+-117.11,32.76,21.0,2226.0,600.0,1085.0,533.0,2.2604,126300.0,NEAR OCEAN
+-117.11,32.76,19.0,2188.0,616.0,1304.0,607.0,2.0852,114400.0,NEAR OCEAN
+-117.1,32.75,17.0,871.0,379.0,955.0,351.0,1.4375,96400.0,NEAR OCEAN
+-117.1,32.75,11.0,2393.0,726.0,1905.0,711.0,1.3448,91300.0,NEAR OCEAN
+-117.11,32.75,11.0,1607.0,478.0,1384.0,450.0,2.05,100000.0,NEAR OCEAN
+-117.11,32.75,21.0,2127.0,658.0,1812.0,603.0,1.6896,100000.0,NEAR OCEAN
+-117.11,32.75,18.0,1943.0,587.0,1329.0,522.0,1.7696,103100.0,NEAR OCEAN
+-117.09,32.76,29.0,1650.0,496.0,882.0,445.0,2.2287,140000.0,NEAR OCEAN
+-117.09,32.76,31.0,1235.0,387.0,816.0,397.0,1.5517,122500.0,NEAR OCEAN
+-117.1,32.76,31.0,987.0,267.0,619.0,250.0,2.9286,151800.0,NEAR OCEAN
+-117.1,32.75,16.0,2426.0,799.0,1505.0,754.0,1.6444,103400.0,NEAR OCEAN
+-117.1,32.75,21.0,2063.0,609.0,1686.0,558.0,1.4828,94800.0,NEAR OCEAN
+-117.1,32.75,20.0,2355.0,722.0,1848.0,576.0,2.0036,99200.0,NEAR OCEAN
+-117.1,32.75,15.0,2422.0,774.0,2120.0,715.0,1.0617,92400.0,NEAR OCEAN
+-117.1,32.75,23.0,1858.0,551.0,1506.0,492.0,1.7446,85200.0,NEAR OCEAN
+-117.11,32.75,46.0,695.0,182.0,601.0,195.0,2.4219,90600.0,NEAR OCEAN
+-117.11,32.75,20.0,1667.0,469.0,1292.0,445.0,2.0893,101100.0,NEAR OCEAN
+-117.11,32.75,34.0,2131.0,594.0,1373.0,562.0,2.113,102100.0,NEAR OCEAN
+-117.12,32.75,13.0,2795.0,773.0,1869.0,690.0,2.1767,101800.0,NEAR OCEAN
+-117.1,32.74,14.0,2361.0,601.0,1831.0,526.0,1.6102,93400.0,NEAR OCEAN
+-117.11,32.74,25.0,2846.0,644.0,2272.0,632.0,2.2,98700.0,NEAR OCEAN
+-117.11,32.74,25.0,684.0,190.0,665.0,187.0,2.4524,90300.0,NEAR OCEAN
+-117.11,32.74,33.0,1126.0,267.0,621.0,241.0,3.2422,123100.0,NEAR OCEAN
+-117.11,32.73,35.0,1689.0,397.0,1135.0,366.0,2.3269,97300.0,NEAR OCEAN
+-117.1,32.73,24.0,2927.0,704.0,2005.0,668.0,2.2375,102900.0,NEAR OCEAN
+-117.11,32.73,34.0,1096.0,221.0,574.0,223.0,3.8355,126700.0,NEAR OCEAN
+-117.11,32.73,27.0,3160.0,627.0,1628.0,612.0,3.8864,132600.0,NEAR OCEAN
+-117.09,32.75,30.0,1899.0,546.0,1620.0,493.0,1.6034,84400.0,NEAR OCEAN
+-117.09,32.74,23.0,3130.0,779.0,2472.0,744.0,2.32,93200.0,NEAR OCEAN
+-117.1,32.74,20.0,3854.0,1046.0,3555.0,966.0,1.6747,100000.0,NEAR OCEAN
+-117.1,32.74,30.0,1772.0,500.0,1389.0,447.0,2.3641,94100.0,NEAR OCEAN
+-117.1,32.75,11.0,1976.0,548.0,1528.0,512.0,1.4886,89800.0,NEAR OCEAN
+-117.08,32.75,20.0,1886.0,586.0,1134.0,525.0,1.5029,100000.0,NEAR OCEAN
+-117.08,32.75,16.0,1111.0,328.0,930.0,303.0,1.2347,128100.0,NEAR OCEAN
+-117.08,32.75,15.0,1821.0,516.0,1385.0,439.0,2.5101,95300.0,NEAR OCEAN
+-117.09,32.75,24.0,1245.0,376.0,1230.0,362.0,1.875,95000.0,NEAR OCEAN
+-117.09,32.75,28.0,1220.0,391.0,1286.0,396.0,1.2286,105000.0,NEAR OCEAN
+-117.09,32.75,20.0,1701.0,503.0,1482.0,465.0,1.6789,95500.0,NEAR OCEAN
+-117.09,32.76,10.0,1922.0,577.0,1595.0,545.0,1.5208,118800.0,NEAR OCEAN
+-117.08,32.76,18.0,1704.0,596.0,1639.0,548.0,1.7391,125000.0,NEAR OCEAN
+-117.07,32.76,14.0,2523.0,545.0,1297.0,525.0,2.3886,138100.0,NEAR OCEAN
+-117.07,32.75,37.0,2690.0,549.0,1219.0,524.0,2.3148,154200.0,NEAR OCEAN
+-117.07,32.75,14.0,3073.0,851.0,2000.0,782.0,2.3824,144700.0,NEAR OCEAN
+-117.07,32.75,9.0,3464.0,749.0,1687.0,645.0,3.3026,119100.0,NEAR OCEAN
+-117.06,32.75,34.0,1917.0,419.0,1181.0,426.0,3.0208,129200.0,NEAR OCEAN
+-117.05,32.74,34.0,2178.0,455.0,1193.0,446.0,3.1719,115300.0,NEAR OCEAN
+-117.07,32.74,37.0,1042.0,205.0,589.0,208.0,2.6629,116900.0,NEAR OCEAN
+-117.07,32.75,31.0,2036.0,501.0,1263.0,442.0,2.5583,120700.0,NEAR OCEAN
+-117.08,32.75,20.0,1989.0,508.0,1452.0,462.0,2.0077,118300.0,NEAR OCEAN
+-117.08,32.74,26.0,2359.0,622.0,2067.0,581.0,1.8103,124700.0,NEAR OCEAN
+-117.09,32.75,19.0,2739.0,707.0,2004.0,622.0,1.6318,117700.0,NEAR OCEAN
+-117.09,32.74,42.0,1986.0,472.0,1472.0,475.0,2.1757,110100.0,NEAR OCEAN
+-117.08,32.74,33.0,3260.0,673.0,1784.0,666.0,3.5078,126500.0,NEAR OCEAN
+-117.08,32.73,36.0,3331.0,643.0,1903.0,622.0,3.6974,122000.0,NEAR OCEAN
+-117.07,32.74,38.0,1901.0,392.0,1099.0,406.0,2.7661,113900.0,NEAR OCEAN
+-117.08,32.74,35.0,1434.0,253.0,753.0,228.0,2.3812,135100.0,NEAR OCEAN
+-117.08,32.73,36.0,1158.0,218.0,619.0,233.0,3.6125,122500.0,NEAR OCEAN
+-117.08,32.73,19.0,2935.0,763.0,1953.0,720.0,1.4254,111300.0,NEAR OCEAN
+-117.07,32.73,18.0,2968.0,656.0,1149.0,581.0,2.6452,154200.0,NEAR OCEAN
+-117.07,32.78,22.0,922.0,240.0,1524.0,235.0,1.6815,218800.0,NEAR OCEAN
+-117.09,32.77,31.0,3062.0,,1263.0,539.0,3.0875,291500.0,NEAR OCEAN
+-117.08,32.77,31.0,1070.0,155.0,426.0,153.0,6.1628,219200.0,NEAR OCEAN
+-117.07,32.77,34.0,2245.0,394.0,1849.0,429.0,3.5446,185500.0,NEAR OCEAN
+-117.07,32.77,38.0,3779.0,614.0,1495.0,614.0,4.3529,184000.0,NEAR OCEAN
+-117.07,32.76,42.0,1827.0,378.0,880.0,380.0,2.5125,176600.0,NEAR OCEAN
+-117.08,32.77,25.0,3911.0,849.0,1580.0,767.0,2.7778,184100.0,NEAR OCEAN
+-117.08,32.76,27.0,1221.0,254.0,606.0,259.0,3.0833,155400.0,NEAR OCEAN
+-117.09,32.76,31.0,2567.0,624.0,1255.0,582.0,2.5909,159100.0,NEAR OCEAN
+-117.08,32.76,20.0,2547.0,785.0,1199.0,643.0,1.7743,140300.0,NEAR OCEAN
+-117.04,32.77,21.0,1824.0,447.0,962.0,431.0,2.7826,143800.0,<1H OCEAN
+-117.05,32.77,23.0,2556.0,662.0,1200.0,548.0,1.8899,147700.0,NEAR OCEAN
+-117.06,32.77,18.0,2269.0,682.0,1329.0,581.0,1.7951,161800.0,NEAR OCEAN
+-117.06,32.77,34.0,1730.0,373.0,730.0,350.0,2.0284,161800.0,NEAR OCEAN
+-117.07,32.77,38.0,1130.0,228.0,699.0,241.0,2.65,167600.0,NEAR OCEAN
+-117.06,32.77,32.0,3888.0,827.0,3868.0,841.0,3.0755,166800.0,NEAR OCEAN
+-117.05,32.77,33.0,3535.0,683.0,1568.0,672.0,2.8097,158300.0,NEAR OCEAN
+-117.06,32.76,36.0,2785.0,577.0,1275.0,527.0,2.3015,156800.0,NEAR OCEAN
+-117.06,32.76,38.0,1549.0,288.0,636.0,278.0,3.2188,150500.0,NEAR OCEAN
+-117.05,32.76,46.0,1887.0,359.0,795.0,358.0,3.25,159600.0,NEAR OCEAN
+-117.06,32.76,37.0,2356.0,476.0,1231.0,499.0,2.965,155700.0,NEAR OCEAN
+-117.06,32.76,24.0,1629.0,587.0,1012.0,488.0,1.7452,156800.0,NEAR OCEAN
+-117.05,32.75,36.0,2024.0,,1030.0,390.0,3.8233,139800.0,NEAR OCEAN
+-117.06,32.75,34.0,2516.0,611.0,1317.0,594.0,2.2308,125900.0,NEAR OCEAN
+-117.05,32.75,35.0,2144.0,388.0,1003.0,383.0,3.0938,137300.0,NEAR OCEAN
+-117.07,32.72,18.0,1758.0,286.0,987.0,277.0,4.6875,141800.0,NEAR OCEAN
+-117.08,32.72,32.0,2286.0,468.0,1741.0,467.0,3.0446,101900.0,NEAR OCEAN
+-117.07,32.71,36.0,2448.0,475.0,1268.0,450.0,2.5682,109100.0,NEAR OCEAN
+-117.06,32.73,33.0,3444.0,619.0,1884.0,582.0,3.7891,126700.0,NEAR OCEAN
+-117.06,32.72,31.0,2669.0,514.0,1626.0,499.0,3.1923,116900.0,NEAR OCEAN
+-117.05,32.72,35.0,1777.0,369.0,1158.0,353.0,3.4107,117000.0,NEAR OCEAN
+-117.06,32.71,25.0,2681.0,596.0,1947.0,553.0,2.8964,104300.0,NEAR OCEAN
+-117.07,32.71,39.0,2754.0,652.0,2263.0,619.0,2.2454,89600.0,NEAR OCEAN
+-117.08,32.7,35.0,1477.0,264.0,852.0,279.0,3.1786,100600.0,NEAR OCEAN
+-117.08,32.7,37.0,2176.0,418.0,1301.0,375.0,2.875,98900.0,NEAR OCEAN
+-117.08,32.7,36.0,2103.0,390.0,1279.0,392.0,2.4135,97000.0,NEAR OCEAN
+-117.06,32.71,21.0,1864.0,388.0,1498.0,389.0,3.8194,125700.0,NEAR OCEAN
+-117.06,32.71,11.0,2397.0,523.0,1566.0,514.0,3.8687,145200.0,NEAR OCEAN
+-117.08,32.71,27.0,2204.0,598.0,1656.0,521.0,1.4821,86200.0,NEAR OCEAN
+-117.07,32.71,26.0,4151.0,823.0,2822.0,697.0,2.8372,123400.0,NEAR OCEAN
+-117.07,32.7,14.0,2763.0,456.0,1914.0,465.0,4.1645,143000.0,NEAR OCEAN
+-117.07,32.69,20.0,2192.0,406.0,1766.0,393.0,4.0921,135000.0,NEAR OCEAN
+-117.06,32.7,12.0,3943.0,737.0,3280.0,751.0,4.112,141400.0,NEAR OCEAN
+-117.04,32.71,28.0,5274.0,991.0,3727.0,961.0,3.57,109800.0,NEAR OCEAN
+-117.05,32.71,25.0,3292.0,608.0,2266.0,592.0,3.2986,119200.0,NEAR OCEAN
+-117.03,32.71,33.0,3126.0,627.0,2300.0,623.0,3.2596,103000.0,NEAR OCEAN
+-117.03,32.71,34.0,2328.0,444.0,1684.0,429.0,3.25,99600.0,NEAR OCEAN
+-117.02,32.71,20.0,4050.0,745.0,2870.0,761.0,3.7366,121800.0,NEAR OCEAN
+-117.02,32.7,22.0,2756.0,516.0,1849.0,486.0,4.1837,125400.0,NEAR OCEAN
+-117.02,32.7,18.0,1643.0,283.0,1134.0,269.0,5.1769,133000.0,NEAR OCEAN
+-117.02,32.71,30.0,3187.0,592.0,2082.0,631.0,3.5388,118500.0,NEAR OCEAN
+-117.01,32.7,25.0,2321.0,398.0,1434.0,386.0,3.5341,120800.0,NEAR OCEAN
+-117.05,32.69,8.0,831.0,158.0,740.0,154.0,5.3908,165500.0,NEAR OCEAN
+-117.06,32.69,9.0,1520.0,269.0,1250.0,265.0,4.8875,157700.0,NEAR OCEAN
+-117.06,32.69,13.0,705.0,149.0,718.0,155.0,4.4375,154900.0,NEAR OCEAN
+-117.06,32.69,9.0,521.0,111.0,491.0,110.0,5.1305,158900.0,NEAR OCEAN
+-117.03,32.7,19.0,2304.0,572.0,2010.0,556.0,2.2866,109900.0,NEAR OCEAN
+-117.04,32.69,27.0,1790.0,356.0,1286.0,347.0,3.5437,115800.0,NEAR OCEAN
+-117.04,32.7,7.0,9311.0,1703.0,7302.0,1694.0,4.419,156900.0,NEAR OCEAN
+-117.07,32.68,18.0,1475.0,267.0,1149.0,268.0,5.0827,142200.0,NEAR OCEAN
+-117.06,32.68,38.0,1481.0,317.0,1080.0,291.0,2.85,125800.0,NEAR OCEAN
+-117.06,32.68,36.0,3815.0,796.0,2945.0,728.0,2.0959,125000.0,NEAR OCEAN
+-117.05,32.69,21.0,991.0,210.0,695.0,203.0,3.625,144300.0,NEAR OCEAN
+-117.06,32.68,41.0,2665.0,515.0,1664.0,512.0,2.375,113500.0,NEAR OCEAN
+-117.06,32.67,29.0,4047.0,754.0,2353.0,730.0,4.0505,125000.0,NEAR OCEAN
+-117.05,32.68,35.0,3414.0,580.0,1761.0,522.0,3.9922,129800.0,NEAR OCEAN
+-117.05,32.67,32.0,4227.0,785.0,2842.0,795.0,3.9646,137800.0,NEAR OCEAN
+-117.05,32.68,19.0,1469.0,275.0,1010.0,292.0,3.5664,150400.0,NEAR OCEAN
+-117.05,32.67,16.0,2168.0,343.0,1589.0,338.0,5.4863,153800.0,NEAR OCEAN
+-117.06,32.66,33.0,3425.0,511.0,1528.0,479.0,5.6889,234600.0,NEAR OCEAN
+-117.06,32.66,24.0,2587.0,491.0,1617.0,458.0,3.5066,133400.0,NEAR OCEAN
+-117.04,32.66,22.0,3362.0,630.0,1471.0,612.0,4.1442,303900.0,NEAR OCEAN
+-117.03,32.67,15.0,5094.0,818.0,2118.0,758.0,5.3505,266600.0,NEAR OCEAN
+-117.02,32.68,14.0,3986.0,675.0,2065.0,702.0,5.7192,267400.0,NEAR OCEAN
+-117.05,32.69,14.0,1689.0,555.0,1319.0,527.0,3.16,143800.0,NEAR OCEAN
+-117.05,32.68,15.0,1828.0,359.0,955.0,248.0,3.2174,165100.0,NEAR OCEAN
+-117.04,32.68,13.0,2132.0,425.0,1345.0,432.0,4.0,89300.0,NEAR OCEAN
+-117.04,32.68,14.0,1320.0,270.0,943.0,260.0,5.0947,152700.0,NEAR OCEAN
+-117.04,32.67,14.0,3464.0,683.0,2139.0,734.0,4.0668,137500.0,NEAR OCEAN
+-117.04,32.69,9.0,3417.0,860.0,2521.0,828.0,3.02,158900.0,NEAR OCEAN
+-117.04,32.68,9.0,3087.0,609.0,1530.0,556.0,3.775,125000.0,NEAR OCEAN
+-117.04,32.68,11.0,1875.0,357.0,1014.0,386.0,4.375,115000.0,NEAR OCEAN
+-117.01,32.7,7.0,2327.0,490.0,1304.0,445.0,3.3553,132200.0,NEAR OCEAN
+-117.02,32.69,7.0,6055.0,1004.0,3031.0,952.0,4.436,135000.0,NEAR OCEAN
+-117.03,32.69,5.0,3201.0,532.0,2061.0,536.0,5.0829,179400.0,NEAR OCEAN
+-117.03,32.69,10.0,901.0,163.0,698.0,167.0,4.6648,156100.0,NEAR OCEAN
+-117.03,32.69,8.0,2460.0,397.0,1784.0,390.0,4.5662,175500.0,NEAR OCEAN
+-117.09,32.71,12.0,3375.0,945.0,2357.0,808.0,1.5,106300.0,NEAR OCEAN
+-117.09,32.7,15.0,869.0,217.0,887.0,216.0,1.4583,84200.0,NEAR OCEAN
+-117.09,32.7,22.0,2409.0,582.0,1887.0,578.0,1.4089,94200.0,NEAR OCEAN
+-117.09,32.69,18.0,1645.0,430.0,1221.0,410.0,1.3269,108000.0,NEAR OCEAN
+-117.09,32.69,20.0,1102.0,205.0,852.0,217.0,3.1833,108300.0,NEAR OCEAN
+-117.1,32.69,11.0,3071.0,911.0,2812.0,774.0,1.2413,83100.0,NEAR OCEAN
+-117.1,32.7,28.0,633.0,137.0,525.0,170.0,3.6042,95600.0,NEAR OCEAN
+-117.1,32.7,42.0,2002.0,488.0,1505.0,464.0,1.5057,86300.0,NEAR OCEAN
+-117.1,32.71,9.0,1931.0,472.0,1628.0,445.0,2.085,92600.0,NEAR OCEAN
+-117.09,32.73,26.0,3114.0,686.0,1948.0,660.0,2.8942,124100.0,NEAR OCEAN
+-117.1,32.72,5.0,1615.0,387.0,1094.0,394.0,2.2024,137200.0,NEAR OCEAN
+-117.09,32.72,39.0,1273.0,246.0,770.0,242.0,2.0938,102500.0,NEAR OCEAN
+-117.09,32.72,33.0,1096.0,240.0,716.0,224.0,1.6944,111800.0,NEAR OCEAN
+-117.09,32.73,28.0,3109.0,594.0,1559.0,589.0,3.5789,120300.0,NEAR OCEAN
+-117.09,32.71,29.0,2238.0,523.0,2061.0,504.0,2.5559,96800.0,NEAR OCEAN
+-117.1,32.71,29.0,3422.0,713.0,2775.0,644.0,1.7075,86900.0,NEAR OCEAN
+-117.1,32.71,25.0,939.0,247.0,1003.0,240.0,1.75,87900.0,NEAR OCEAN
+-117.11,32.72,25.0,1491.0,348.0,1183.0,316.0,1.9583,88600.0,NEAR OCEAN
+-117.11,32.71,30.0,1729.0,457.0,1673.0,460.0,1.7,85900.0,NEAR OCEAN
+-117.11,32.7,34.0,2028.0,522.0,1797.0,464.0,1.7402,79400.0,NEAR OCEAN
+-117.11,32.7,37.0,2045.0,502.0,1920.0,472.0,1.8125,83300.0,NEAR OCEAN
+-117.11,32.7,33.0,1980.0,488.0,1626.0,428.0,1.4856,86400.0,NEAR OCEAN
+-117.12,32.7,14.0,819.0,237.0,827.0,237.0,1.3194,90500.0,NEAR OCEAN
+-117.12,32.7,36.0,1011.0,253.0,763.0,226.0,1.8187,84100.0,NEAR OCEAN
+-117.11,32.71,29.0,1040.0,291.0,1054.0,297.0,1.1818,83200.0,NEAR OCEAN
+-117.1,32.69,37.0,1269.0,340.0,1369.0,302.0,2.2102,87200.0,NEAR OCEAN
+-117.1,32.69,35.0,1292.0,272.0,1183.0,272.0,2.0547,98000.0,NEAR OCEAN
+-117.11,32.69,36.0,1421.0,367.0,1418.0,355.0,1.9425,93400.0,NEAR OCEAN
+-117.11,32.69,34.0,1144.0,295.0,1271.0,302.0,2.09,91800.0,NEAR OCEAN
+-117.11,32.69,37.0,2395.0,627.0,2489.0,599.0,1.5933,86300.0,NEAR OCEAN
+-117.11,32.69,39.0,395.0,159.0,620.0,162.0,2.725,86500.0,NEAR OCEAN
+-117.12,32.69,46.0,200.0,77.0,180.0,65.0,1.0658,93800.0,NEAR OCEAN
+-117.12,32.69,37.0,1082.0,294.0,1146.0,265.0,2.0673,88500.0,NEAR OCEAN
+-117.12,32.7,38.0,818.0,217.0,953.0,231.0,1.0531,65700.0,NEAR OCEAN
+-117.12,32.7,37.0,1361.0,348.0,1398.0,328.0,1.1681,78100.0,NEAR OCEAN
+-117.13,32.69,36.0,1469.0,400.0,1271.0,340.0,1.043,90100.0,NEAR OCEAN
+-117.13,32.7,48.0,786.0,230.0,917.0,231.0,1.875,75600.0,NEAR OCEAN
+-117.13,32.7,42.0,1210.0,292.0,945.0,258.0,0.8991,78900.0,NEAR OCEAN
+-117.13,32.7,38.0,1445.0,392.0,1286.0,357.0,1.4632,80200.0,NEAR OCEAN
+-117.13,32.7,35.0,1179.0,344.0,1372.0,330.0,1.9509,70200.0,NEAR OCEAN
+-117.12,32.71,33.0,1256.0,331.0,1315.0,321.0,1.9286,78500.0,NEAR OCEAN
+-117.13,32.71,38.0,993.0,246.0,760.0,205.0,1.1563,82700.0,NEAR OCEAN
+-117.13,32.71,42.0,1145.0,314.0,1114.0,307.0,1.2614,87500.0,NEAR OCEAN
+-117.13,32.71,44.0,1697.0,413.0,1396.0,363.0,1.5474,83300.0,NEAR OCEAN
+-117.13,32.72,32.0,2197.0,623.0,1784.0,599.0,1.901,120300.0,NEAR OCEAN
+-117.12,32.71,24.0,421.0,101.0,396.0,113.0,0.6433,111300.0,NEAR OCEAN
+-117.13,32.72,9.0,2436.0,720.0,1780.0,653.0,1.8299,137500.0,NEAR OCEAN
+-117.13,32.72,19.0,1341.0,435.0,1048.0,360.0,1.975,117900.0,NEAR OCEAN
+-117.12,32.72,36.0,6096.0,1285.0,3093.0,1229.0,3.37,159100.0,NEAR OCEAN
+-117.12,32.73,50.0,2307.0,424.0,887.0,356.0,3.5156,168800.0,NEAR OCEAN
+-117.12,32.73,52.0,3976.0,718.0,1750.0,769.0,3.4151,175400.0,NEAR OCEAN
+-117.13,32.74,46.0,3355.0,768.0,1457.0,708.0,2.6604,170100.0,NEAR OCEAN
+-117.13,32.73,52.0,1148.0,214.0,481.0,215.0,5.454,240900.0,NEAR OCEAN
+-117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,213100.0,NEAR OCEAN
+-117.13,32.74,50.0,1527.0,338.0,728.0,322.0,2.625,203200.0,NEAR OCEAN
+-117.13,32.73,43.0,2706.0,667.0,1531.0,614.0,2.1513,145000.0,NEAR OCEAN
+-117.13,32.72,43.0,2160.0,504.0,1221.0,452.0,2.4821,140600.0,NEAR OCEAN
+-117.13,32.72,52.0,1560.0,307.0,757.0,315.0,2.7083,199100.0,NEAR OCEAN
+-117.13,32.73,52.0,1911.0,415.0,777.0,412.0,2.2429,221100.0,NEAR OCEAN
+-117.14,32.72,42.0,1558.0,458.0,1227.0,407.0,2.2804,139100.0,NEAR OCEAN
+-117.13,32.72,17.0,1285.0,423.0,1208.0,409.0,1.758,126600.0,NEAR OCEAN
+-117.14,32.71,34.0,1694.0,455.0,1467.0,425.0,2.1164,139400.0,NEAR OCEAN
+-117.14,32.71,32.0,719.0,251.0,894.0,208.0,1.8456,103100.0,NEAR OCEAN
+-117.14,32.72,43.0,1073.0,344.0,660.0,279.0,2.0529,168800.0,NEAR OCEAN
+-117.14,32.72,45.0,1140.0,310.0,840.0,339.0,1.6156,156300.0,NEAR OCEAN
+-117.14,32.72,34.0,2533.0,862.0,2011.0,778.0,2.1199,160400.0,NEAR OCEAN
+-117.14,32.71,52.0,1225.0,332.0,955.0,321.0,1.6011,106300.0,NEAR OCEAN
+-117.14,32.71,52.0,979.0,314.0,975.0,297.0,1.2375,100000.0,NEAR OCEAN
+-117.14,32.71,52.0,800.0,313.0,1337.0,282.0,1.5594,87500.0,NEAR OCEAN
+-117.14,32.71,52.0,500.0,,480.0,108.0,1.8696,91100.0,NEAR OCEAN
+-117.13,32.71,37.0,1220.0,325.0,1472.0,323.0,1.825,81500.0,NEAR OCEAN
+-117.13,32.71,35.0,614.0,180.0,691.0,164.0,1.6953,81300.0,NEAR OCEAN
+-117.14,32.71,43.0,966.0,255.0,857.0,208.0,1.2841,72000.0,NEAR OCEAN
+-117.14,32.71,39.0,1647.0,478.0,2176.0,479.0,1.7642,82900.0,NEAR OCEAN
+-117.14,32.7,32.0,1280.0,353.0,1335.0,330.0,1.6023,77300.0,NEAR OCEAN
+-117.13,32.7,35.0,365.0,98.0,463.0,112.0,2.5588,78800.0,NEAR OCEAN
+-117.14,32.7,43.0,1126.0,289.0,1132.0,294.0,2.1875,87000.0,NEAR OCEAN
+-117.14,32.7,40.0,1227.0,330.0,1199.0,316.0,1.2188,92500.0,NEAR OCEAN
+-117.14,32.7,36.0,633.0,148.0,557.0,139.0,1.5729,82700.0,NEAR OCEAN
+-117.14,32.7,48.0,510.0,180.0,545.0,132.0,1.8008,86500.0,NEAR OCEAN
+-117.14,32.7,44.0,658.0,218.0,869.0,212.0,1.9338,89400.0,NEAR OCEAN
+-117.14,32.7,47.0,552.0,161.0,593.0,174.0,0.9589,90000.0,NEAR OCEAN
+-117.15,32.7,50.0,475.0,172.0,483.0,120.0,1.3657,162500.0,NEAR OCEAN
+-117.15,32.71,52.0,402.0,183.0,557.0,172.0,1.3125,87500.0,NEAR OCEAN
+-117.15,32.7,52.0,458.0,148.0,1283.0,166.0,1.2863,86300.0,NEAR OCEAN
+-117.15,32.71,52.0,217.0,82.0,531.0,93.0,1.6607,137500.0,NEAR OCEAN
+-117.15,32.72,52.0,344.0,177.0,460.0,147.0,1.2292,137500.0,NEAR OCEAN
+-117.16,32.72,52.0,788.0,463.0,805.0,391.0,0.9142,162500.0,NEAR OCEAN
+-117.16,32.71,52.0,845.0,451.0,1230.0,375.0,1.0918,22500.0,NEAR OCEAN
+-117.16,32.71,5.0,2508.0,827.0,2066.0,761.0,1.3092,325000.0,NEAR OCEAN
+-117.17,32.71,7.0,2493.0,693.0,951.0,641.0,4.2375,205000.0,NEAR OCEAN
+-117.17,32.71,39.0,311.0,181.0,206.0,113.0,0.7685,187500.0,NEAR OCEAN
+-117.14,32.73,26.0,450.0,132.0,317.0,109.0,4.0,137500.0,NEAR OCEAN
+-117.15,32.72,51.0,1321.0,,781.0,499.0,1.3071,250000.0,NEAR OCEAN
+-117.16,32.72,24.0,1232.0,663.0,1184.0,626.0,1.0391,162500.0,NEAR OCEAN
+-117.16,32.73,52.0,1218.0,471.0,821.0,429.0,1.9597,200000.0,NEAR OCEAN
+-117.16,32.72,27.0,1245.0,471.0,653.0,451.0,1.2668,225000.0,NEAR OCEAN
+-117.17,32.73,52.0,408.0,143.0,313.0,143.0,1.815,116700.0,NEAR OCEAN
+-117.17,32.72,44.0,626.0,256.0,572.0,229.0,1.5909,262500.0,NEAR OCEAN
+-117.16,32.73,52.0,1682.0,617.0,873.0,534.0,2.0972,112500.0,NEAR OCEAN
+-117.16,32.73,52.0,1863.0,559.0,906.0,493.0,1.9203,195800.0,NEAR OCEAN
+-117.17,32.73,52.0,1578.0,487.0,879.0,446.0,2.4069,215000.0,NEAR OCEAN
+-117.16,32.74,49.0,1815.0,495.0,601.0,410.0,3.0571,418800.0,NEAR OCEAN
+-117.16,32.74,43.0,1437.0,406.0,692.0,379.0,3.1979,466700.0,NEAR OCEAN
+-117.17,32.74,39.0,3803.0,806.0,1567.0,775.0,3.7039,361500.0,NEAR OCEAN
+-117.17,32.74,38.0,5054.0,1168.0,2366.0,1103.0,2.9422,289400.0,NEAR OCEAN
+-117.17,32.73,52.0,55.0,18.0,65.0,22.0,1.6591,112500.0,NEAR OCEAN
+-117.2,32.76,40.0,581.0,157.0,298.0,156.0,2.4,255000.0,NEAR OCEAN
+-117.19,32.75,33.0,1115.0,316.0,583.0,269.0,2.5882,258300.0,NEAR OCEAN
+-117.18,32.74,20.0,1165.0,269.0,459.0,244.0,3.175,191700.0,NEAR OCEAN
+-117.19,32.75,52.0,25.0,5.0,13.0,5.0,0.536,162500.0,NEAR OCEAN
+-117.21,32.75,15.0,1716.0,702.0,914.0,672.0,1.0612,300000.0,NEAR OCEAN
+-117.21,32.74,45.0,3025.0,583.0,1980.0,550.0,2.2982,87500.0,NEAR OCEAN
+-117.21,32.75,27.0,2072.0,534.0,1118.0,510.0,2.8043,262100.0,NEAR OCEAN
+-117.22,32.75,24.0,3914.0,985.0,2147.0,874.0,2.9735,225000.0,NEAR OCEAN
+-117.22,32.75,26.0,696.0,185.0,384.0,184.0,2.6121,125000.0,NEAR OCEAN
+-117.23,32.75,23.0,2415.0,653.0,1275.0,596.0,3.1389,101800.0,NEAR OCEAN
+-117.22,32.75,26.0,617.0,112.0,251.0,110.0,3.8036,162000.0,NEAR OCEAN
+-117.23,32.75,11.0,4304.0,1245.0,1960.0,1105.0,3.3456,159800.0,NEAR OCEAN
+-117.21,32.74,52.0,1245.0,174.0,468.0,193.0,6.9322,334500.0,NEAR OCEAN
+-117.22,32.74,52.0,1283.0,173.0,436.0,190.0,7.4029,345700.0,NEAR OCEAN
+-117.22,32.74,52.0,1260.0,202.0,555.0,209.0,7.2758,345200.0,NEAR OCEAN
+-117.22,32.74,41.0,2621.0,542.0,1074.0,471.0,2.4016,287500.0,NEAR OCEAN
+-117.22,32.75,34.0,6001.0,1111.0,2654.0,1072.0,4.5878,291000.0,NEAR OCEAN
+-117.22,32.73,38.0,3966.0,768.0,1640.0,729.0,3.8409,291400.0,NEAR OCEAN
+-117.23,32.73,35.0,2914.0,683.0,1562.0,638.0,2.5259,240200.0,NEAR OCEAN
+-117.23,32.73,44.0,1168.0,263.0,509.0,256.0,2.7273,269700.0,NEAR OCEAN
+-117.23,32.72,43.0,952.0,209.0,392.0,210.0,2.1635,244200.0,NEAR OCEAN
+-117.23,32.74,44.0,1404.0,229.0,513.0,217.0,4.1806,263800.0,NEAR OCEAN
+-117.24,32.74,43.0,2216.0,375.0,918.0,388.0,5.5289,297700.0,NEAR OCEAN
+-117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,388300.0,NEAR OCEAN
+-117.23,32.73,36.0,2052.0,287.0,699.0,265.0,7.5557,441400.0,NEAR OCEAN
+-117.23,32.72,38.0,2827.0,581.0,972.0,558.0,3.2361,500001.0,NEAR OCEAN
+-117.24,32.71,32.0,4164.0,701.0,1277.0,607.0,6.6661,500001.0,NEAR OCEAN
+-117.24,32.72,39.0,3089.0,431.0,1175.0,432.0,7.5925,466700.0,NEAR OCEAN
+-117.24,32.72,39.0,3819.0,594.0,1361.0,583.0,6.6013,396400.0,NEAR OCEAN
+-117.25,32.73,38.0,1840.0,291.0,633.0,283.0,4.9125,383600.0,NEAR OCEAN
+-117.25,32.72,36.0,2632.0,450.0,2038.0,419.0,6.5319,345800.0,NEAR OCEAN
+-117.25,32.72,33.0,1677.0,228.0,629.0,239.0,6.597,496400.0,NEAR OCEAN
+-117.25,32.73,37.0,2224.0,331.0,821.0,341.0,6.3331,400000.0,NEAR OCEAN
+-117.28,32.73,44.0,1934.0,325.0,783.0,316.0,4.8684,358600.0,NEAR OCEAN
+-117.28,32.74,33.0,4168.0,1112.0,1785.0,984.0,2.7515,247700.0,NEAR OCEAN
+-117.25,32.74,36.0,3548.0,956.0,1648.0,866.0,2.6962,288200.0,NEAR OCEAN
+-117.25,32.74,36.0,1830.0,430.0,755.0,419.0,2.9904,286800.0,NEAR OCEAN
+-117.25,32.74,40.0,2186.0,549.0,953.0,515.0,2.8007,257100.0,NEAR OCEAN
+-117.24,32.74,44.0,1686.0,285.0,712.0,298.0,4.0268,298600.0,NEAR OCEAN
+-117.24,32.74,44.0,1488.0,259.0,667.0,281.0,4.0862,321800.0,NEAR OCEAN
+-117.25,32.73,39.0,1688.0,256.0,635.0,272.0,4.5938,367400.0,NEAR OCEAN
+-117.23,32.75,5.0,1824.0,,892.0,426.0,3.4286,137500.0,NEAR OCEAN
+-117.23,32.75,21.0,2050.0,608.0,1131.0,550.0,2.4779,165000.0,NEAR OCEAN
+-117.23,32.74,16.0,735.0,139.0,299.0,134.0,4.6354,179200.0,NEAR OCEAN
+-117.23,32.74,16.0,1953.0,404.0,798.0,385.0,4.8167,169800.0,NEAR OCEAN
+-117.23,32.74,35.0,2615.0,525.0,1312.0,547.0,4.1339,238200.0,NEAR OCEAN
+-117.24,32.74,45.0,1718.0,293.0,757.0,329.0,4.05,284900.0,NEAR OCEAN
+-117.24,32.75,36.0,2831.0,669.0,1279.0,660.0,2.9896,252700.0,NEAR OCEAN
+-117.24,32.75,36.0,1856.0,475.0,822.0,416.0,2.3042,220600.0,NEAR OCEAN
+-117.24,32.75,41.0,1989.0,514.0,1015.0,489.0,2.79,226000.0,NEAR OCEAN
+-117.25,32.74,36.0,1240.0,310.0,577.0,319.0,2.6625,248200.0,NEAR OCEAN
+-117.25,32.75,32.0,3551.0,1037.0,1731.0,935.0,2.2017,208300.0,NEAR OCEAN
+-117.25,32.75,36.0,1929.0,526.0,974.0,491.0,1.7622,205800.0,NEAR OCEAN
+-117.24,32.75,33.0,1980.0,614.0,1057.0,567.0,2.2042,231300.0,NEAR OCEAN
+-117.25,32.75,37.0,1189.0,377.0,645.0,377.0,2.4672,216700.0,NEAR OCEAN
+-117.28,32.75,34.0,981.0,313.0,508.0,304.0,2.2328,266700.0,NEAR OCEAN
+-117.25,32.79,37.0,1467.0,442.0,651.0,354.0,2.375,340400.0,NEAR OCEAN
+-117.25,32.79,43.0,906.0,240.0,458.0,205.0,1.8365,328600.0,NEAR OCEAN
+-117.25,32.78,36.0,1527.0,427.0,710.0,312.0,2.7857,291700.0,NEAR OCEAN
+-117.25,32.78,21.0,1479.0,484.0,658.0,384.0,2.45,350000.0,NEAR OCEAN
+-117.28,32.77,38.0,1267.0,340.0,442.0,250.0,4.3403,500000.0,NEAR OCEAN
+-117.25,32.77,32.0,2021.0,524.0,973.0,485.0,3.18,362500.0,NEAR OCEAN
+-117.25,32.77,35.0,2494.0,690.0,1126.0,624.0,4.0313,385300.0,NEAR OCEAN
+-117.25,32.76,38.0,2331.0,493.0,836.0,433.0,4.9125,452600.0,NEAR OCEAN
+-117.22,32.78,22.0,2020.0,466.0,1010.0,429.0,3.4527,175000.0,NEAR OCEAN
+-117.23,32.79,23.0,2578.0,665.0,989.0,622.0,3.5484,238000.0,NEAR OCEAN
+-117.23,32.79,28.0,2453.0,648.0,1082.0,617.0,3.625,266700.0,NEAR OCEAN
+-117.23,32.78,35.0,1649.0,355.0,746.0,360.0,4.6293,356500.0,NEAR OCEAN
+-117.24,32.78,44.0,2172.0,431.0,892.0,420.0,4.1742,342200.0,NEAR OCEAN
+-117.24,32.79,17.0,1149.0,266.0,403.0,228.0,4.1652,241700.0,NEAR OCEAN
+-117.24,32.79,18.0,2539.0,616.0,964.0,526.0,3.4306,275000.0,NEAR OCEAN
+-117.24,32.79,20.0,961.0,278.0,525.0,254.0,3.1838,245800.0,NEAR OCEAN
+-117.24,32.79,25.0,2135.0,691.0,566.0,320.0,2.6902,212500.0,NEAR OCEAN
+-117.24,32.79,18.0,1741.0,602.0,508.0,283.0,3.2625,193800.0,NEAR OCEAN
+-117.21,32.8,19.0,786.0,282.0,525.0,229.0,1.7273,137500.0,NEAR OCEAN
+-117.22,32.8,23.0,1906.0,525.0,1029.0,491.0,2.93,183300.0,NEAR OCEAN
+-117.23,32.8,22.0,2981.0,873.0,1751.0,745.0,2.3482,190600.0,NEAR OCEAN
+-117.23,32.8,27.0,1297.0,355.0,776.0,337.0,2.4643,244400.0,NEAR OCEAN
+-117.23,32.81,28.0,1508.0,263.0,996.0,267.0,3.8026,270000.0,NEAR OCEAN
+-117.22,32.81,21.0,1703.0,335.0,902.0,369.0,3.7813,362500.0,NEAR OCEAN
+-117.25,32.8,37.0,1096.0,260.0,490.0,267.0,3.2663,270600.0,NEAR OCEAN
+-117.25,32.8,32.0,1601.0,468.0,731.0,429.0,2.5568,258300.0,NEAR OCEAN
+-117.25,32.8,30.0,2061.0,631.0,1007.0,577.0,2.5813,253100.0,NEAR OCEAN
+-117.25,32.8,31.0,2182.0,630.0,1069.0,599.0,2.9781,212500.0,NEAR OCEAN
+-117.25,32.79,27.0,848.0,300.0,455.0,298.0,3.0774,275000.0,NEAR OCEAN
+-117.25,32.79,25.0,1627.0,375.0,735.0,378.0,3.6429,317100.0,NEAR OCEAN
+-117.28,32.8,20.0,1838.0,540.0,615.0,325.0,3.5486,193800.0,NEAR OCEAN
+-117.23,32.8,21.0,2429.0,579.0,1011.0,538.0,3.225,229400.0,NEAR OCEAN
+-117.23,32.8,31.0,1403.0,388.0,724.0,371.0,2.6403,216100.0,NEAR OCEAN
+-117.23,32.8,28.0,3379.0,918.0,1849.0,849.0,3.0293,241700.0,NEAR OCEAN
+-117.24,32.8,26.0,3433.0,873.0,1492.0,798.0,2.9258,234800.0,NEAR OCEAN
+-117.24,32.8,28.0,1072.0,331.0,692.0,321.0,2.1357,187500.0,NEAR OCEAN
+-117.24,32.8,18.0,2205.0,661.0,874.0,580.0,3.8018,112500.0,NEAR OCEAN
+-117.24,32.8,19.0,1863.0,497.0,868.0,503.0,2.288,210000.0,NEAR OCEAN
+-117.24,32.8,30.0,1917.0,462.0,828.0,437.0,2.4671,276300.0,NEAR OCEAN
+-117.24,32.8,29.0,3376.0,882.0,1513.0,843.0,3.101,238200.0,NEAR OCEAN
+-117.25,32.81,32.0,2402.0,551.0,1020.0,532.0,3.3942,307400.0,NEAR OCEAN
+-117.25,32.8,35.0,2281.0,506.0,1005.0,496.0,4.2296,275000.0,NEAR OCEAN
+-117.25,32.8,26.0,2442.0,659.0,1134.0,624.0,3.3274,295500.0,NEAR OCEAN
+-117.26,32.81,25.0,2076.0,586.0,1060.0,554.0,2.8421,227800.0,NEAR OCEAN
+-117.26,32.81,30.0,1328.0,346.0,577.0,328.0,2.3284,290600.0,NEAR OCEAN
+-117.26,32.81,37.0,1616.0,421.0,650.0,395.0,2.92,326500.0,NEAR OCEAN
+-117.29,32.81,35.0,1878.0,308.0,598.0,257.0,6.9553,500001.0,NEAR OCEAN
+-117.26,32.8,30.0,1446.0,385.0,650.0,344.0,3.744,450000.0,NEAR OCEAN
+-117.24,32.81,33.0,1588.0,289.0,683.0,301.0,5.4103,332400.0,NEAR OCEAN
+-117.24,32.81,34.0,2420.0,391.0,917.0,392.0,6.5881,394400.0,NEAR OCEAN
+-117.25,32.81,39.0,1846.0,350.0,765.0,329.0,3.9187,311900.0,NEAR OCEAN
+-117.27,32.84,34.0,1655.0,450.0,870.0,411.0,3.2109,376000.0,NEAR OCEAN
+-117.28,32.84,41.0,1420.0,338.0,640.0,314.0,2.9306,360300.0,NEAR OCEAN
+-117.27,32.83,39.0,1877.0,426.0,805.0,409.0,3.875,410000.0,NEAR OCEAN
+-117.28,32.83,34.0,2392.0,653.0,933.0,619.0,3.7306,500000.0,NEAR OCEAN
+-117.31,32.83,38.0,2367.0,480.0,891.0,428.0,4.1477,500001.0,NEAR OCEAN
+-117.27,32.82,35.0,2908.0,595.0,1068.0,529.0,4.1793,500001.0,NEAR OCEAN
+-117.27,32.82,42.0,2820.0,488.0,1175.0,500.0,4.5083,405200.0,NEAR OCEAN
+-117.31,32.82,42.0,2785.0,389.0,833.0,333.0,11.3074,500001.0,NEAR OCEAN
+-117.27,32.85,34.0,2105.0,444.0,780.0,406.0,2.3187,488900.0,NEAR OCEAN
+-117.28,32.84,21.0,2455.0,660.0,1015.0,597.0,3.7596,381300.0,NEAR OCEAN
+-117.27,32.85,26.0,1373.0,,608.0,268.0,4.425,475000.0,NEAR OCEAN
+-117.3,32.85,28.0,2334.0,694.0,770.0,552.0,3.1324,500001.0,NEAR OCEAN
+-117.23,32.81,24.0,3271.0,508.0,1496.0,482.0,5.9359,422200.0,NEAR OCEAN
+-117.23,32.81,22.0,3205.0,429.0,1083.0,410.0,8.1844,406300.0,NEAR OCEAN
+-117.24,32.82,20.0,2467.0,332.0,731.0,335.0,7.2559,392300.0,NEAR OCEAN
+-117.25,32.84,19.0,1759.0,214.0,659.0,195.0,10.7751,500001.0,NEAR OCEAN
+-117.26,32.85,30.0,3652.0,499.0,978.0,462.0,8.2374,500001.0,NEAR OCEAN
+-117.25,32.83,17.0,2075.0,262.0,704.0,241.0,10.9529,500001.0,NEAR OCEAN
+-117.27,32.84,26.0,3940.0,657.0,1180.0,600.0,6.1025,500001.0,NEAR OCEAN
+-117.23,32.88,18.0,5566.0,1465.0,6303.0,1458.0,1.858,205000.0,NEAR OCEAN
+-117.22,32.85,26.0,1647.0,261.0,694.0,259.0,4.6875,274400.0,NEAR OCEAN
+-117.22,32.84,19.0,2691.0,347.0,1154.0,366.0,8.051,363600.0,NEAR OCEAN
+-117.23,32.85,25.0,4229.0,601.0,1634.0,574.0,6.3955,316700.0,NEAR OCEAN
+-117.21,32.86,24.0,3596.0,494.0,1573.0,492.0,6.5382,326000.0,NEAR OCEAN
+-117.21,32.86,26.0,1352.0,202.0,654.0,217.0,5.3693,260700.0,NEAR OCEAN
+-117.21,32.85,15.0,2593.0,521.0,901.0,456.0,4.2065,277800.0,NEAR OCEAN
+-117.21,32.85,26.0,2012.0,315.0,872.0,335.0,5.4067,277500.0,NEAR OCEAN
+-117.24,32.83,18.0,3109.0,501.0,949.0,368.0,7.4351,445700.0,NEAR OCEAN
+-117.25,32.82,19.0,5255.0,762.0,1773.0,725.0,7.8013,474000.0,NEAR OCEAN
+-117.25,32.82,23.0,6139.0,826.0,2036.0,807.0,9.5245,500001.0,NEAR OCEAN
+-117.26,32.83,24.0,1663.0,199.0,578.0,187.0,10.7721,500001.0,NEAR OCEAN
+-117.26,32.82,34.0,5846.0,785.0,1817.0,747.0,8.496,500001.0,NEAR OCEAN
+-117.27,32.83,35.0,1420.0,193.0,469.0,177.0,8.0639,500001.0,NEAR OCEAN
+-117.29,32.92,25.0,2355.0,381.0,823.0,358.0,6.8322,500001.0,NEAR OCEAN
+-117.25,32.86,30.0,1670.0,219.0,606.0,202.0,12.4429,500001.0,NEAR OCEAN
+-117.25,32.86,25.0,2911.0,533.0,1137.0,499.0,5.1023,500001.0,NEAR OCEAN
+-117.25,32.86,27.0,2530.0,469.0,594.0,326.0,7.2821,500001.0,NEAR OCEAN
+-117.26,32.85,42.0,1761.0,329.0,480.0,255.0,5.3787,500001.0,NEAR OCEAN
+-117.24,32.85,18.0,3117.0,475.0,904.0,368.0,6.7587,388500.0,NEAR OCEAN
+-117.24,32.85,22.0,3479.0,448.0,1252.0,440.0,10.0707,500001.0,NEAR OCEAN
+-117.19,32.86,18.0,4231.0,728.0,2030.0,720.0,6.1805,272400.0,NEAR OCEAN
+-117.19,32.86,19.0,3716.0,563.0,1788.0,587.0,5.2113,267400.0,NEAR OCEAN
+-117.2,32.85,22.0,3501.0,631.0,1297.0,581.0,4.7891,295300.0,NEAR OCEAN
+-117.2,32.85,26.0,2298.0,549.0,980.0,555.0,2.4207,213500.0,NEAR OCEAN
+-117.19,32.85,15.0,2895.0,498.0,1164.0,443.0,5.102,417500.0,NEAR OCEAN
+-117.23,32.87,15.0,2290.0,662.0,1034.0,594.0,3.0104,204200.0,NEAR OCEAN
+-117.23,32.86,16.0,1675.0,354.0,604.0,332.0,5.2326,188300.0,NEAR OCEAN
+-117.23,32.86,15.0,1199.0,301.0,510.0,296.0,3.6083,180100.0,NEAR OCEAN
+-117.23,32.86,15.0,1703.0,320.0,587.0,282.0,5.0855,209800.0,NEAR OCEAN
+-117.23,32.86,16.0,1200.0,468.0,648.0,443.0,3.045,100000.0,NEAR OCEAN
+-117.23,32.87,11.0,3123.0,740.0,1223.0,634.0,5.417,196800.0,NEAR OCEAN
+-117.21,32.86,16.0,2800.0,566.0,1267.0,518.0,3.2794,148600.0,NEAR OCEAN
+-117.22,32.87,14.0,3512.0,807.0,1835.0,792.0,3.35,171000.0,NEAR OCEAN
+-117.22,32.86,4.0,16289.0,4585.0,7604.0,4176.0,3.6287,280800.0,NEAR OCEAN
+-117.22,32.87,5.0,3511.0,1008.0,1599.0,918.0,3.8542,176600.0,NEAR OCEAN
+-117.21,32.89,14.0,3114.0,773.0,1592.0,776.0,3.3176,156100.0,NEAR OCEAN
+-117.2,32.86,4.0,4308.0,1095.0,1923.0,932.0,3.9356,267000.0,NEAR OCEAN
+-117.21,32.87,12.0,1428.0,303.0,528.0,269.0,4.1429,254400.0,NEAR OCEAN
+-117.15,32.91,15.0,1613.0,303.0,702.0,240.0,4.875,169300.0,<1H OCEAN
+-117.15,32.91,14.0,1259.0,238.0,889.0,247.0,4.9464,174800.0,<1H OCEAN
+-117.16,32.91,5.0,1619.0,272.0,1063.0,296.0,6.0891,214600.0,<1H OCEAN
+-117.15,32.91,10.0,2349.0,431.0,1598.0,435.0,4.8229,183200.0,<1H OCEAN
+-117.15,32.9,12.0,1681.0,381.0,1050.0,362.0,4.2008,176100.0,<1H OCEAN
+-117.16,32.89,5.0,8576.0,1952.0,5006.0,1827.0,4.3598,189100.0,<1H OCEAN
+-117.12,32.91,8.0,3405.0,961.0,1742.0,918.0,2.8728,114600.0,<1H OCEAN
+-117.13,32.91,15.0,1450.0,266.0,747.0,290.0,3.6111,196300.0,<1H OCEAN
+-117.13,32.91,16.0,3230.0,579.0,1825.0,576.0,4.2969,151200.0,<1H OCEAN
+-117.13,32.91,16.0,2715.0,581.0,1619.0,584.0,4.0,154700.0,<1H OCEAN
+-117.14,32.91,14.0,3014.0,710.0,2165.0,705.0,3.7837,160300.0,<1H OCEAN
+-117.14,32.9,16.0,3217.0,,2054.0,687.0,4.2234,162100.0,<1H OCEAN
+-117.13,32.9,15.0,2785.0,644.0,1798.0,630.0,3.7156,175200.0,<1H OCEAN
+-117.12,32.9,14.0,3249.0,937.0,1929.0,838.0,2.8588,92500.0,<1H OCEAN
+-117.12,32.9,13.0,1743.0,363.0,854.0,353.0,4.6667,138200.0,<1H OCEAN
+-117.13,32.92,16.0,2173.0,399.0,1460.0,393.0,4.2614,169600.0,<1H OCEAN
+-117.13,32.92,17.0,1481.0,315.0,1002.0,300.0,3.6196,163400.0,<1H OCEAN
+-117.14,32.92,7.0,1308.0,418.0,766.0,390.0,3.2151,106300.0,<1H OCEAN
+-117.14,32.92,6.0,3069.0,750.0,1541.0,736.0,3.814,132500.0,<1H OCEAN
+-117.14,32.92,15.0,3242.0,595.0,1936.0,593.0,4.9706,184700.0,<1H OCEAN
+-117.13,32.92,16.0,1580.0,241.0,917.0,261.0,4.7266,191100.0,<1H OCEAN
+-117.13,32.92,16.0,1565.0,257.0,893.0,239.0,5.5036,192300.0,<1H OCEAN
+-117.13,32.94,15.0,4846.0,825.0,2797.0,823.0,4.9375,180400.0,<1H OCEAN
+-117.13,32.93,16.0,2918.0,444.0,1697.0,444.0,5.3062,195500.0,<1H OCEAN
+-117.14,32.93,14.0,1946.0,463.0,1205.0,390.0,4.2109,171200.0,<1H OCEAN
+-117.14,32.93,12.0,1474.0,364.0,1009.0,372.0,4.0521,166700.0,<1H OCEAN
+-117.14,32.93,16.0,2412.0,419.0,1612.0,422.0,4.5086,171100.0,<1H OCEAN
+-117.12,32.93,7.0,1427.0,243.0,927.0,239.0,5.3625,218900.0,<1H OCEAN
+-117.15,32.93,16.0,2718.0,438.0,1515.0,431.0,5.1433,185300.0,<1H OCEAN
+-117.14,32.92,15.0,1558.0,314.0,949.0,332.0,5.2864,174400.0,<1H OCEAN
+-117.15,32.92,16.0,1972.0,402.0,1377.0,413.0,4.4615,168300.0,<1H OCEAN
+-117.15,32.92,16.0,2366.0,392.0,1482.0,407.0,4.9024,182900.0,<1H OCEAN
+-117.15,32.92,16.0,2969.0,514.0,1594.0,465.0,4.5221,168300.0,<1H OCEAN
+-117.18,32.92,4.0,15025.0,2616.0,7560.0,2392.0,5.196,210700.0,<1H OCEAN
+-117.25,32.96,18.0,4773.0,743.0,1970.0,716.0,6.6199,406200.0,NEAR OCEAN
+-117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,500001.0,NEAR OCEAN
+-117.26,32.95,15.0,1882.0,233.0,704.0,219.0,6.9794,500001.0,NEAR OCEAN
+-117.25,32.94,16.0,4755.0,807.0,1829.0,756.0,6.7694,425900.0,NEAR OCEAN
+-117.25,32.94,15.0,1804.0,339.0,673.0,296.0,5.9806,370500.0,NEAR OCEAN
+-117.24,32.95,18.0,1591.0,268.0,547.0,243.0,5.9547,329300.0,NEAR OCEAN
+-117.24,32.94,12.0,2165.0,437.0,792.0,386.0,5.2648,294400.0,NEAR OCEAN
+-117.13,32.98,5.0,2276.0,311.0,1158.0,317.0,6.4321,271900.0,<1H OCEAN
+-117.13,32.97,10.0,3486.0,469.0,1700.0,483.0,6.4696,249500.0,<1H OCEAN
+-117.18,32.95,4.0,19001.0,2688.0,8980.0,2441.0,6.3237,260900.0,<1H OCEAN
+-117.14,32.96,12.0,5949.0,799.0,2936.0,781.0,6.3721,241500.0,<1H OCEAN
+-117.13,32.96,15.0,2267.0,292.0,1180.0,289.0,6.712,240200.0,<1H OCEAN
+-117.24,32.98,4.0,6423.0,1042.0,2607.0,983.0,7.6348,337000.0,NEAR OCEAN
+-117.21,32.96,3.0,6251.0,988.0,2330.0,893.0,8.4355,467600.0,NEAR OCEAN
+-117.22,32.95,4.0,18123.0,3173.0,7301.0,2964.0,6.357,322500.0,NEAR OCEAN
+-117.22,32.83,34.0,2936.0,597.0,1512.0,571.0,3.7841,176900.0,NEAR OCEAN
+-117.22,32.83,31.0,3958.0,727.0,1924.0,728.0,5.4605,190200.0,NEAR OCEAN
+-117.22,32.83,17.0,1124.0,187.0,553.0,205.0,5.7451,237300.0,NEAR OCEAN
+-117.22,32.83,31.0,2558.0,512.0,1164.0,492.0,3.4318,200400.0,NEAR OCEAN
+-117.22,32.82,35.0,756.0,135.0,423.0,136.0,3.5234,183900.0,NEAR OCEAN
+-117.2,32.84,34.0,3353.0,544.0,1583.0,571.0,4.55,187700.0,NEAR OCEAN
+-117.2,32.84,32.0,2033.0,394.0,989.0,389.0,3.2583,181400.0,NEAR OCEAN
+-117.21,32.84,34.0,2158.0,366.0,1046.0,335.0,4.5402,182100.0,NEAR OCEAN
+-117.2,32.83,36.0,1089.0,240.0,623.0,226.0,2.5909,176000.0,NEAR OCEAN
+-117.21,32.83,36.0,1475.0,328.0,806.0,327.0,3.5078,166000.0,NEAR OCEAN
+-117.21,32.83,28.0,3241.0,533.0,1334.0,513.0,4.1806,199600.0,NEAR OCEAN
+-117.21,32.83,35.0,2259.0,501.0,1340.0,511.0,3.4482,162500.0,NEAR OCEAN
+-117.21,32.81,33.0,4773.0,873.0,1954.0,845.0,4.3862,184800.0,NEAR OCEAN
+-117.21,32.82,31.0,2035.0,383.0,866.0,360.0,3.8529,212000.0,NEAR OCEAN
+-117.21,32.81,27.0,1318.0,216.0,495.0,191.0,5.2837,283800.0,NEAR OCEAN
+-117.22,32.82,22.0,3738.0,795.0,1476.0,728.0,3.7963,303100.0,NEAR OCEAN
+-117.22,32.81,24.0,730.0,196.0,335.0,203.0,3.5078,362500.0,NEAR OCEAN
+-117.2,32.83,35.0,1377.0,350.0,792.0,313.0,2.8472,161400.0,NEAR OCEAN
+-117.2,32.82,35.0,1217.0,220.0,643.0,237.0,3.9464,171600.0,NEAR OCEAN
+-117.2,32.82,35.0,2772.0,537.0,1392.0,521.0,3.337,172300.0,NEAR OCEAN
+-117.19,32.82,34.0,3850.0,608.0,1619.0,602.0,5.0465,208200.0,NEAR OCEAN
+-117.19,32.82,35.0,1074.0,180.0,442.0,173.0,5.253,204000.0,NEAR OCEAN
+-117.19,32.82,35.0,2197.0,353.0,945.0,357.0,4.9219,192900.0,NEAR OCEAN
+-117.18,32.84,31.0,3064.0,575.0,1476.0,549.0,3.6667,175900.0,NEAR OCEAN
+-117.18,32.84,30.0,2290.0,523.0,1272.0,472.0,3.5606,165100.0,NEAR OCEAN
+-117.18,32.84,32.0,1351.0,237.0,823.0,269.0,4.2768,167800.0,NEAR OCEAN
+-117.19,32.84,30.0,2492.0,406.0,1250.0,431.0,5.5277,197100.0,NEAR OCEAN
+-117.19,32.84,35.0,2263.0,427.0,1001.0,408.0,3.875,172000.0,NEAR OCEAN
+-117.18,32.83,23.0,2105.0,525.0,1218.0,484.0,3.375,184100.0,NEAR OCEAN
+-117.19,32.83,30.0,2288.0,448.0,1240.0,469.0,4.0114,169800.0,NEAR OCEAN
+-117.19,32.83,30.0,3225.0,555.0,1601.0,532.0,4.3317,173300.0,NEAR OCEAN
+-117.17,32.83,24.0,3541.0,530.0,1591.0,530.0,5.3538,212500.0,NEAR OCEAN
+-117.17,32.82,24.0,1623.0,417.0,911.0,397.0,2.7401,198100.0,NEAR OCEAN
+-117.17,32.82,21.0,2869.0,596.0,1471.0,577.0,3.0375,197600.0,NEAR OCEAN
+-117.18,32.83,27.0,2346.0,399.0,1105.0,373.0,4.2708,182800.0,NEAR OCEAN
+-117.18,32.83,31.0,1772.0,353.0,1090.0,350.0,3.9265,162000.0,NEAR OCEAN
+-117.16,32.82,28.0,2291.0,371.0,1098.0,382.0,4.6875,188000.0,NEAR OCEAN
+-117.17,32.81,26.0,2424.0,388.0,974.0,375.0,4.739,184100.0,NEAR OCEAN
+-117.17,32.81,26.0,788.0,127.0,346.0,125.0,5.0603,185700.0,NEAR OCEAN
+-117.18,32.81,19.0,6823.0,1509.0,3784.0,1509.0,3.1032,179500.0,NEAR OCEAN
+-117.17,32.82,24.0,1569.0,377.0,715.0,321.0,3.1146,187500.0,NEAR OCEAN
+-117.16,32.81,14.0,4328.0,1100.0,2046.0,1044.0,2.2899,159000.0,NEAR OCEAN
+-117.16,32.81,35.0,1213.0,200.0,532.0,181.0,3.6806,172400.0,NEAR OCEAN
+-117.16,32.8,37.0,422.0,79.0,211.0,80.0,3.0625,159700.0,NEAR OCEAN
+-117.16,32.8,22.0,2259.0,634.0,1213.0,601.0,2.5,177800.0,NEAR OCEAN
+-117.16,32.81,34.0,2275.0,375.0,1021.0,379.0,3.6371,176300.0,NEAR OCEAN
+-117.17,32.81,33.0,3064.0,506.0,1355.0,488.0,4.22,178700.0,NEAR OCEAN
+-117.14,32.83,25.0,2161.0,462.0,896.0,468.0,2.2284,177500.0,NEAR OCEAN
+-117.18,32.82,25.0,1756.0,301.0,722.0,312.0,4.5625,162300.0,NEAR OCEAN
+-117.18,32.81,28.0,3436.0,537.0,1503.0,498.0,4.7679,204000.0,NEAR OCEAN
+-117.19,32.81,33.0,5226.0,833.0,2221.0,839.0,5.1491,207000.0,NEAR OCEAN
+-117.18,32.8,10.0,3821.0,631.0,1605.0,609.0,5.5454,217100.0,NEAR OCEAN
+-117.18,32.8,30.0,2456.0,390.0,1022.0,393.0,3.8542,198500.0,NEAR OCEAN
+-117.18,32.79,30.0,5201.0,1104.0,2961.0,1064.0,3.2661,140400.0,NEAR OCEAN
+-117.17,32.79,44.0,2262.0,647.0,3009.0,657.0,2.2663,123600.0,NEAR OCEAN
+-117.17,32.79,43.0,1269.0,297.0,946.0,285.0,2.1447,133300.0,NEAR OCEAN
+-117.16,32.8,25.0,1399.0,329.0,1308.0,355.0,2.5682,187500.0,NEAR OCEAN
+-117.17,32.8,20.0,2827.0,554.0,1822.0,536.0,3.4706,157600.0,NEAR OCEAN
+-117.15,32.8,27.0,1937.0,537.0,1211.0,482.0,2.75,87500.0,NEAR OCEAN
+-117.15,32.8,23.0,2395.0,476.0,2284.0,488.0,3.7292,146300.0,NEAR OCEAN
+-117.16,32.78,24.0,3566.0,765.0,1697.0,722.0,3.6375,178600.0,NEAR OCEAN
+-117.16,32.79,32.0,1731.0,413.0,1569.0,427.0,3.3375,154300.0,NEAR OCEAN
+-117.17,32.78,17.0,3845.0,1051.0,3102.0,944.0,2.3658,164100.0,NEAR OCEAN
+-117.16,32.78,34.0,2515.0,488.0,1594.0,515.0,3.7381,165000.0,NEAR OCEAN
+-117.17,32.78,42.0,1104.0,305.0,892.0,270.0,2.2768,145200.0,NEAR OCEAN
+-117.17,32.77,35.0,1399.0,274.0,695.0,281.0,3.767,166800.0,NEAR OCEAN
+-117.17,32.77,6.0,3856.0,875.0,1547.0,816.0,4.5481,164800.0,NEAR OCEAN
+-117.18,32.77,16.0,2374.0,780.0,913.0,705.0,2.7386,87500.0,NEAR OCEAN
+-117.18,32.76,8.0,3694.0,997.0,1297.0,807.0,3.6492,158900.0,NEAR OCEAN
+-117.18,32.76,17.0,711.0,254.0,327.0,227.0,2.6493,67500.0,NEAR OCEAN
+-117.18,32.78,21.0,4185.0,1018.0,3122.0,993.0,3.0481,210000.0,NEAR OCEAN
+-117.18,32.77,23.0,1215.0,225.0,592.0,224.0,3.4,200600.0,NEAR OCEAN
+-117.21,32.81,26.0,2496.0,407.0,1062.0,380.0,5.5413,302100.0,NEAR OCEAN
+-117.2,32.8,34.0,4854.0,912.0,2089.0,854.0,3.8542,200000.0,NEAR OCEAN
+-117.2,32.79,16.0,2079.0,394.0,746.0,383.0,5.0958,300000.0,NEAR OCEAN
+-117.2,32.8,33.0,2573.0,436.0,1084.0,443.0,4.2417,294100.0,NEAR OCEAN
+-117.21,32.8,34.0,1398.0,222.0,532.0,244.0,3.7102,289600.0,NEAR OCEAN
+-117.19,32.8,16.0,2593.0,794.0,1235.0,684.0,3.1304,166300.0,NEAR OCEAN
+-117.2,32.8,36.0,4018.0,1067.0,1620.0,842.0,2.3599,168400.0,NEAR OCEAN
+-117.19,32.79,36.0,1514.0,258.0,665.0,278.0,3.8571,235100.0,NEAR OCEAN
+-117.19,32.79,35.0,1788.0,378.0,777.0,374.0,3.3713,238400.0,NEAR OCEAN
+-117.2,32.79,31.0,3417.0,533.0,1245.0,532.0,4.7788,276000.0,NEAR OCEAN
+-117.2,32.79,29.0,1213.0,,654.0,246.0,4.5987,255600.0,NEAR OCEAN
+-117.2,32.79,34.0,757.0,212.0,409.0,222.0,3.2312,192200.0,NEAR OCEAN
+-117.19,32.78,34.0,4108.0,664.0,1659.0,644.0,4.4097,252000.0,NEAR OCEAN
+-117.2,32.78,38.0,2662.0,498.0,1132.0,496.0,4.0057,241600.0,NEAR OCEAN
+-117.19,32.77,30.0,2747.0,640.0,3185.0,657.0,3.765,238000.0,NEAR OCEAN
+-117.19,32.77,16.0,3273.0,670.0,1305.0,671.0,4.1368,151000.0,NEAR OCEAN
+-117.19,32.77,9.0,634.0,152.0,248.0,133.0,3.8571,143800.0,NEAR OCEAN
+-117.19,32.77,14.0,3575.0,992.0,1645.0,839.0,2.4397,140600.0,NEAR OCEAN
+-117.2,32.77,30.0,156.0,45.0,77.0,40.0,3.2679,137500.0,NEAR OCEAN
+-117.2,32.77,31.0,1952.0,471.0,936.0,462.0,2.8621,196900.0,NEAR OCEAN
+-117.15,32.81,34.0,1629.0,318.0,900.0,282.0,3.1458,178300.0,NEAR OCEAN
+-117.15,32.8,41.0,1413.0,261.0,1070.0,259.0,2.3578,166700.0,NEAR OCEAN
+-117.14,32.8,41.0,2423.0,469.0,1813.0,466.0,2.1157,156900.0,NEAR OCEAN
+-117.14,32.8,33.0,2670.0,435.0,1256.0,431.0,3.9417,179800.0,NEAR OCEAN
+-117.14,32.8,35.0,1267.0,212.0,710.0,204.0,2.5368,169600.0,NEAR OCEAN
+-117.14,32.79,35.0,3578.0,582.0,1568.0,553.0,4.7813,188600.0,NEAR OCEAN
+-117.15,32.78,25.0,1577.0,266.0,611.0,284.0,5.25,205100.0,NEAR OCEAN
+-117.14,32.79,31.0,984.0,161.0,422.0,158.0,5.282,183000.0,NEAR OCEAN
+-117.13,32.81,19.0,2157.0,554.0,1349.0,535.0,2.7652,177400.0,NEAR OCEAN
+-117.14,32.81,34.0,1748.0,294.0,800.0,294.0,4.4886,179100.0,NEAR OCEAN
+-117.13,32.8,15.0,1606.0,375.0,784.0,342.0,3.7237,108300.0,NEAR OCEAN
+-117.13,32.8,33.0,2731.0,456.0,1263.0,445.0,4.5568,175300.0,NEAR OCEAN
+-117.12,32.8,29.0,2863.0,534.0,1392.0,522.0,3.8719,174200.0,NEAR OCEAN
+-117.13,32.81,26.0,2119.0,444.0,1202.0,440.0,3.2308,166500.0,NEAR OCEAN
+-117.12,32.8,31.0,1727.0,342.0,879.0,345.0,3.8125,166300.0,NEAR OCEAN
+-117.13,32.8,35.0,2129.0,382.0,1044.0,350.0,3.9732,174900.0,NEAR OCEAN
+-117.13,32.79,35.0,1458.0,262.0,723.0,257.0,4.2098,174100.0,NEAR OCEAN
+-117.13,32.79,35.0,1362.0,243.0,698.0,255.0,3.6458,173800.0,NEAR OCEAN
+-117.12,32.78,4.0,2782.0,817.0,1309.0,787.0,4.2621,124200.0,NEAR OCEAN
+-117.15,32.77,16.0,2056.0,631.0,847.0,569.0,2.9576,92200.0,NEAR OCEAN
+-117.09,32.81,7.0,6100.0,1185.0,2710.0,1040.0,5.5673,288200.0,NEAR OCEAN
+-117.11,32.82,16.0,3980.0,682.0,3174.0,647.0,2.6607,175000.0,NEAR OCEAN
+-117.11,32.82,17.0,1787.0,330.0,1341.0,314.0,2.875,112500.0,NEAR OCEAN
+-117.11,32.81,15.0,3428.0,491.0,2303.0,486.0,2.5953,67500.0,NEAR OCEAN
+-117.11,32.8,17.0,3890.0,586.0,2791.0,595.0,3.2197,67500.0,NEAR OCEAN
+-117.09,32.8,15.0,666.0,152.0,247.0,164.0,2.15,131300.0,NEAR OCEAN
+-117.11,32.84,16.0,4608.0,629.0,2020.0,636.0,6.04,243000.0,<1H OCEAN
+-117.11,32.82,16.0,4241.0,892.0,1771.0,864.0,4.375,166500.0,NEAR OCEAN
+-117.1,32.83,16.0,1049.0,154.0,467.0,160.0,6.2047,248100.0,<1H OCEAN
+-117.1,32.83,16.0,4214.0,744.0,1820.0,699.0,4.3783,179500.0,<1H OCEAN
+-117.09,32.83,15.0,4138.0,636.0,2001.0,677.0,4.8419,264000.0,<1H OCEAN
+-117.08,32.82,16.0,1787.0,236.0,770.0,228.0,7.1298,278600.0,<1H OCEAN
+-117.08,32.82,10.0,5177.0,856.0,2190.0,816.0,5.9734,271700.0,<1H OCEAN
+-117.08,32.83,7.0,13703.0,2352.0,4446.0,1856.0,6.4335,260600.0,<1H OCEAN
+-117.04,32.83,8.0,2205.0,348.0,777.0,341.0,6.0266,177400.0,<1H OCEAN
+-117.07,32.91,5.0,2234.0,256.0,894.0,253.0,10.3354,477600.0,<1H OCEAN
+-117.04,32.9,6.0,6525.0,826.0,3146.0,806.0,9.2858,436100.0,<1H OCEAN
+-117.08,32.8,25.0,2963.0,552.0,1162.0,556.0,3.625,184500.0,NEAR OCEAN
+-117.09,32.79,20.0,2183.0,534.0,999.0,496.0,2.8631,169700.0,NEAR OCEAN
+-117.09,32.8,36.0,2163.0,367.0,915.0,360.0,4.7188,174100.0,NEAR OCEAN
+-117.08,32.8,32.0,1587.0,268.0,635.0,249.0,3.375,178100.0,NEAR OCEAN
+-117.11,32.79,16.0,2574.0,771.0,1129.0,721.0,3.3849,96900.0,NEAR OCEAN
+-117.11,32.79,16.0,1791.0,518.0,1006.0,491.0,3.5179,129300.0,NEAR OCEAN
+-117.11,32.78,16.0,2470.0,830.0,1170.0,724.0,3.5562,73500.0,NEAR OCEAN
+-117.11,32.78,16.0,2220.0,512.0,930.0,527.0,3.6528,133200.0,NEAR OCEAN
+-117.09,32.79,36.0,1529.0,266.0,683.0,260.0,4.0982,171200.0,NEAR OCEAN
+-117.09,32.79,36.0,1936.0,345.0,861.0,343.0,3.8333,170000.0,NEAR OCEAN
+-117.09,32.79,31.0,2019.0,417.0,872.0,386.0,3.1964,177700.0,NEAR OCEAN
+-117.09,32.78,28.0,1708.0,393.0,816.0,393.0,2.9881,165300.0,NEAR OCEAN
+-117.07,32.8,31.0,2550.0,395.0,1017.0,405.0,5.1488,181000.0,<1H OCEAN
+-117.07,32.8,36.0,2028.0,349.0,820.0,352.0,3.9828,168900.0,<1H OCEAN
+-117.07,32.79,36.0,3583.0,642.0,1711.0,602.0,3.9745,170800.0,NEAR OCEAN
+-117.07,32.8,23.0,2698.0,410.0,1094.0,411.0,5.1782,195100.0,<1H OCEAN
+-117.07,32.81,15.0,2000.0,402.0,778.0,369.0,4.3594,224200.0,<1H OCEAN
+-117.06,32.81,17.0,3939.0,550.0,1694.0,553.0,6.7927,234700.0,<1H OCEAN
+-117.05,32.81,17.0,1885.0,292.0,771.0,301.0,5.6402,228600.0,<1H OCEAN
+-117.05,32.8,17.0,1475.0,308.0,549.0,293.0,3.7167,180400.0,<1H OCEAN
+-117.06,32.8,17.0,2247.0,340.0,973.0,318.0,5.5,222000.0,<1H OCEAN
+-117.07,32.79,25.0,2489.0,314.0,911.0,309.0,7.8336,277600.0,NEAR OCEAN
+-117.07,32.78,26.0,3725.0,623.0,1516.0,627.0,4.7143,268300.0,NEAR OCEAN
+-117.08,32.78,21.0,2919.0,496.0,984.0,443.0,4.625,222800.0,NEAR OCEAN
+-117.04,32.79,23.0,2491.0,350.0,863.0,348.0,6.7196,306800.0,<1H OCEAN
+-117.04,32.8,25.0,2504.0,345.0,1067.0,350.0,5.7416,243400.0,<1H OCEAN
+-117.05,32.8,16.0,1561.0,378.0,574.0,350.0,3.0035,94600.0,<1H OCEAN
+-117.05,32.8,25.0,1905.0,250.0,865.0,253.0,6.4797,249000.0,<1H OCEAN
+-117.05,32.8,23.0,3309.0,401.0,1116.0,386.0,7.916,330600.0,<1H OCEAN
+-117.06,32.79,17.0,2524.0,332.0,771.0,317.0,8.7604,331800.0,<1H OCEAN
+-117.06,32.79,21.0,3787.0,492.0,1246.0,457.0,9.6023,391300.0,<1H OCEAN
+-117.06,32.78,31.0,2485.0,436.0,942.0,448.0,4.8,220800.0,NEAR OCEAN
+-117.02,32.8,27.0,2369.0,370.0,927.0,374.0,4.1162,177200.0,<1H OCEAN
+-117.03,32.79,26.0,3859.0,513.0,1469.0,538.0,5.8683,220500.0,<1H OCEAN
+-117.03,32.8,19.0,3866.0,775.0,1554.0,703.0,4.3281,220000.0,<1H OCEAN
+-117.04,32.8,11.0,1802.0,440.0,630.0,428.0,2.0337,146700.0,<1H OCEAN
+-117.01,32.8,17.0,1042.0,210.0,650.0,215.0,3.1,84200.0,<1H OCEAN
+-117.01,32.8,17.0,1558.0,479.0,803.0,431.0,2.6934,160200.0,<1H OCEAN
+-117.01,32.8,20.0,2705.0,545.0,1198.0,497.0,3.7159,168900.0,<1H OCEAN
+-117.01,32.79,33.0,4015.0,663.0,1864.0,664.0,4.3152,159300.0,<1H OCEAN
+-117.02,32.8,29.0,1232.0,243.0,665.0,247.0,3.65,168900.0,<1H OCEAN
+-117.02,32.8,31.0,2692.0,445.0,1129.0,450.0,4.4583,170000.0,<1H OCEAN
+-117.01,32.81,26.0,4499.0,645.0,1866.0,626.0,5.516,185100.0,<1H OCEAN
+-117.02,32.81,27.0,1950.0,317.0,950.0,320.0,4.0656,164000.0,<1H OCEAN
+-117.02,32.81,26.0,1998.0,301.0,874.0,305.0,5.4544,180900.0,<1H OCEAN
+-117.01,32.81,21.0,4203.0,618.0,1620.0,600.0,5.3441,193500.0,<1H OCEAN
+-117.02,32.81,14.0,3173.0,599.0,1451.0,585.0,3.7292,182200.0,<1H OCEAN
+-117.03,32.82,16.0,1765.0,289.0,743.0,280.0,4.9744,209700.0,<1H OCEAN
+-117.04,32.81,12.0,2880.0,406.0,1381.0,418.0,6.5412,254200.0,<1H OCEAN
+-117.05,32.82,16.0,4046.0,731.0,1684.0,701.0,4.2312,197000.0,<1H OCEAN
+-117.05,32.59,26.0,1919.0,345.0,1326.0,341.0,4.2679,131900.0,NEAR OCEAN
+-117.06,32.59,13.0,3920.0,775.0,2814.0,760.0,4.0616,148800.0,NEAR OCEAN
+-117.05,32.58,22.0,2101.0,399.0,1551.0,371.0,4.1518,136900.0,NEAR OCEAN
+-117.06,32.58,17.0,2724.0,567.0,2213.0,554.0,3.8529,147700.0,NEAR OCEAN
+-117.06,32.58,13.0,3435.0,708.0,1761.0,699.0,3.4792,107600.0,NEAR OCEAN
+-117.06,32.58,11.0,2879.0,679.0,2098.0,673.0,3.5125,142400.0,NEAR OCEAN
+-117.06,32.57,16.0,1269.0,282.0,1609.0,298.0,2.6985,156500.0,NEAR OCEAN
+-117.04,32.58,14.0,2355.0,406.0,1883.0,401.0,5.0311,152100.0,NEAR OCEAN
+-117.04,32.58,20.0,2029.0,357.0,1497.0,353.0,4.0089,132100.0,NEAR OCEAN
+-117.05,32.58,23.0,1918.0,339.0,1392.0,340.0,4.087,134800.0,NEAR OCEAN
+-117.05,32.58,25.0,2185.0,370.0,1558.0,369.0,5.3072,132700.0,NEAR OCEAN
+-117.05,32.57,22.0,2857.0,516.0,2412.0,496.0,4.7337,127600.0,NEAR OCEAN
+-117.06,32.57,25.0,1268.0,282.0,991.0,299.0,3.0284,123600.0,NEAR OCEAN
+-117.06,32.57,17.0,2252.0,378.0,1776.0,365.0,4.6364,141100.0,NEAR OCEAN
+-117.05,32.57,13.0,2880.0,576.0,2450.0,567.0,3.1696,138000.0,NEAR OCEAN
+-117.05,32.56,18.0,1215.0,320.0,1195.0,349.0,1.9875,114900.0,NEAR OCEAN
+-117.05,32.56,17.0,985.0,233.0,811.0,223.0,2.875,134500.0,NEAR OCEAN
+-117.06,32.57,18.0,1384.0,311.0,1429.0,287.0,1.3362,95000.0,NEAR OCEAN
+-116.97,32.56,23.0,1262.0,294.0,5176.0,275.0,2.5625,153300.0,NEAR OCEAN
+-117.04,32.55,15.0,2206.0,648.0,2511.0,648.0,1.6348,93200.0,NEAR OCEAN
+-117.05,32.56,22.0,2172.0,563.0,2049.0,524.0,2.0159,139300.0,NEAR OCEAN
+-117.06,32.56,17.0,2803.0,683.0,2768.0,676.0,1.7958,140400.0,NEAR OCEAN
+-117.06,32.56,5.0,2706.0,925.0,3148.0,855.0,1.7301,125000.0,NEAR OCEAN
+-117.06,32.55,5.0,3223.0,940.0,3284.0,854.0,1.4384,108800.0,NEAR OCEAN
+-117.04,32.54,7.0,938.0,297.0,1187.0,282.0,1.2667,67500.0,NEAR OCEAN
+-117.1,32.59,21.0,2350.0,667.0,1621.0,613.0,2.0734,87500.0,NEAR OCEAN
+-117.1,32.58,23.0,1662.0,377.0,1318.0,386.0,2.3,120800.0,NEAR OCEAN
+-117.1,32.58,17.0,2046.0,559.0,1585.0,530.0,2.25,132800.0,NEAR OCEAN
+-117.1,32.58,33.0,393.0,76.0,330.0,80.0,4.1029,122700.0,NEAR OCEAN
+-117.1,32.58,29.0,1061.0,202.0,759.0,206.0,4.8646,136800.0,NEAR OCEAN
+-117.1,32.57,26.0,2343.0,371.0,1221.0,372.0,4.3601,144900.0,NEAR OCEAN
+-117.1,32.56,16.0,2687.0,501.0,1502.0,480.0,3.75,146800.0,NEAR OCEAN
+-117.07,32.57,17.0,2961.0,634.0,1911.0,615.0,2.5859,131400.0,NEAR OCEAN
+-117.08,32.57,18.0,2203.0,544.0,1943.0,497.0,2.25,103200.0,NEAR OCEAN
+-117.07,32.57,14.0,1527.0,357.0,1224.0,363.0,2.7361,93600.0,NEAR OCEAN
+-117.07,32.56,9.0,3648.0,895.0,3293.0,840.0,3.0992,142600.0,NEAR OCEAN
+-117.08,32.59,8.0,2888.0,662.0,2441.0,683.0,2.7048,153000.0,NEAR OCEAN
+-117.08,32.58,15.0,1462.0,274.0,1002.0,271.0,3.9698,142700.0,NEAR OCEAN
+-117.08,32.58,22.0,2128.0,477.0,1420.0,450.0,3.2687,131000.0,NEAR OCEAN
+-117.07,32.58,25.0,1607.0,280.0,899.0,260.0,3.8194,134400.0,NEAR OCEAN
+-117.09,32.58,12.0,2565.0,567.0,1785.0,545.0,3.0273,135300.0,NEAR OCEAN
+-117.08,32.57,9.0,6298.0,1512.0,4451.0,1456.0,2.569,88300.0,NEAR OCEAN
+-117.09,32.57,23.0,1817.0,323.0,1371.0,327.0,3.6736,139500.0,NEAR OCEAN
+-117.09,32.57,10.0,2198.0,368.0,1645.0,350.0,4.5547,160700.0,NEAR OCEAN
+-117.09,32.57,17.0,444.0,83.0,357.0,87.0,5.1478,138900.0,NEAR OCEAN
+-117.09,32.56,8.0,864.0,156.0,626.0,172.0,4.8984,151500.0,NEAR OCEAN
+-117.09,32.55,8.0,6533.0,1217.0,4797.0,1177.0,3.9583,144400.0,NEAR OCEAN
+-117.12,32.58,34.0,2003.0,466.0,1226.0,443.0,3.0613,136700.0,NEAR OCEAN
+-117.12,32.57,21.0,1738.0,295.0,983.0,298.0,4.8274,174100.0,NEAR OCEAN
+-117.13,32.58,27.0,2511.0,615.0,1427.0,576.0,3.1645,156000.0,NEAR OCEAN
+-117.13,32.58,32.0,1870.0,437.0,1142.0,426.0,2.3194,159400.0,NEAR OCEAN
+-117.13,32.58,27.0,1417.0,373.0,814.0,348.0,2.3603,195300.0,NEAR OCEAN
+-117.12,32.56,20.0,2524.0,682.0,1819.0,560.0,2.9286,257700.0,NEAR OCEAN
+-117.11,32.58,28.0,1869.0,407.0,1074.0,344.0,2.5988,135600.0,NEAR OCEAN
+-117.11,32.57,32.0,2723.0,586.0,1702.0,562.0,3.3371,140500.0,NEAR OCEAN
+-117.12,32.57,35.0,1450.0,256.0,930.0,286.0,2.6715,133300.0,NEAR OCEAN
+-117.12,32.58,26.0,1360.0,309.0,869.0,328.0,3.0217,131600.0,NEAR OCEAN
+-117.11,32.58,21.0,2894.0,685.0,2109.0,712.0,2.2755,125000.0,NEAR OCEAN
+-117.1,32.58,27.0,2616.0,591.0,1889.0,577.0,2.3824,127600.0,NEAR OCEAN
+-117.1,32.57,14.0,5058.0,1299.0,3662.0,1193.0,2.3253,133700.0,NEAR OCEAN
+-117.11,32.59,17.0,2020.0,534.0,1529.0,500.0,2.1773,143200.0,NEAR OCEAN
+-117.11,32.58,12.0,1086.0,294.0,870.0,290.0,2.4213,132500.0,NEAR OCEAN
+-117.11,32.59,18.0,2329.0,580.0,1538.0,567.0,2.1179,153100.0,NEAR OCEAN
+-117.12,32.59,28.0,2793.0,706.0,1825.0,676.0,2.6724,144500.0,NEAR OCEAN
+-117.16,32.58,36.0,1940.0,399.0,1076.0,382.0,3.3906,147800.0,NEAR OCEAN
+-117.13,32.63,10.0,7374.0,1157.0,1900.0,794.0,8.7991,478500.0,NEAR OCEAN
+-117.17,32.63,26.0,1617.0,279.0,2745.0,250.0,3.5357,67500.0,NEAR OCEAN
+-117.17,32.68,16.0,5895.0,1424.0,873.0,522.0,7.3669,187500.0,NEAR OCEAN
+-117.18,32.68,29.0,1539.0,344.0,556.0,289.0,3.25,500001.0,NEAR OCEAN
+-117.18,32.69,52.0,1837.0,313.0,668.0,300.0,5.1009,500001.0,NEAR OCEAN
+-117.18,32.69,37.0,3112.0,716.0,1304.0,674.0,3.2121,320800.0,NEAR OCEAN
+-117.18,32.69,44.0,2819.0,514.0,1258.0,503.0,4.4777,452800.0,NEAR OCEAN
+-117.17,32.69,40.0,2236.0,331.0,767.0,316.0,5.3177,500001.0,NEAR OCEAN
+-117.18,32.69,48.0,2764.0,491.0,978.0,449.0,5.1249,432400.0,NEAR OCEAN
+-117.17,32.69,19.0,2802.0,802.0,1159.0,597.0,4.7891,334600.0,NEAR OCEAN
+-117.17,32.69,45.0,3168.0,598.0,1341.0,562.0,4.5189,422200.0,NEAR OCEAN
+-117.17,32.7,33.0,4084.0,897.0,1804.0,833.0,4.0488,409700.0,NEAR OCEAN
+-117.18,32.7,44.0,2655.0,514.0,1102.0,489.0,3.6759,368800.0,NEAR OCEAN
+-117.18,32.7,42.0,1691.0,286.0,761.0,281.0,5.1386,404500.0,NEAR OCEAN
+-117.19,32.69,35.0,2921.0,438.0,1042.0,415.0,6.3612,482700.0,NEAR OCEAN
+-117.11,32.68,36.0,26.0,14.0,58.0,23.0,1.9107,125000.0,NEAR OCEAN
+-117.11,32.67,43.0,515.0,146.0,445.0,140.0,1.6094,93000.0,NEAR OCEAN
+-117.11,32.67,46.0,928.0,236.0,790.0,235.0,1.6806,92500.0,NEAR OCEAN
+-117.11,32.67,52.0,204.0,74.0,248.0,57.0,1.7961,47500.0,NEAR OCEAN
+-117.12,32.66,52.0,16.0,4.0,8.0,3.0,1.125,60000.0,NEAR OCEAN
+-117.11,32.67,52.0,280.0,71.0,217.0,71.0,1.4844,83300.0,NEAR OCEAN
+-117.11,32.66,52.0,25.0,5.0,14.0,9.0,1.625,118800.0,NEAR OCEAN
+-117.09,32.67,37.0,1157.0,332.0,983.0,306.0,2.0972,117000.0,NEAR OCEAN
+-117.09,32.66,38.0,833.0,206.0,570.0,182.0,1.8333,127100.0,NEAR OCEAN
+-117.09,32.66,37.0,1232.0,330.0,1086.0,330.0,1.6389,114300.0,NEAR OCEAN
+-117.1,32.66,27.0,1782.0,560.0,1785.0,560.0,2.1542,106300.0,NEAR OCEAN
+-117.1,32.67,26.0,2629.0,763.0,2721.0,767.0,2.0982,109100.0,NEAR OCEAN
+-117.1,32.67,22.0,1690.0,541.0,1669.0,494.0,2.0213,110600.0,NEAR OCEAN
+-117.09,32.68,30.0,2662.0,653.0,1997.0,605.0,2.8089,120600.0,NEAR OCEAN
+-117.09,32.67,31.0,2051.0,549.0,1581.0,538.0,2.052,108900.0,NEAR OCEAN
+-117.1,32.67,15.0,1635.0,553.0,1347.0,597.0,1.2745,92900.0,NEAR OCEAN
+-117.1,32.68,20.0,1012.0,269.0,837.0,240.0,2.0488,88900.0,NEAR OCEAN
+-117.1,32.69,29.0,4174.0,1195.0,3675.0,1124.0,1.8112,103600.0,NEAR OCEAN
+-117.1,32.68,42.0,2013.0,568.0,1920.0,557.0,2.0724,107600.0,NEAR OCEAN
+-117.1,32.68,47.0,771.0,224.0,637.0,212.0,2.0156,90300.0,NEAR OCEAN
+-117.1,32.68,49.0,1412.0,350.0,1200.0,332.0,2.0398,93600.0,NEAR OCEAN
+-117.1,32.68,47.0,1044.0,274.0,1003.0,280.0,1.7802,97800.0,NEAR OCEAN
+-117.1,32.68,45.0,1183.0,289.0,900.0,266.0,2.4943,99600.0,NEAR OCEAN
+-117.07,32.69,29.0,1429.0,293.0,1091.0,317.0,3.4609,118000.0,NEAR OCEAN
+-117.08,32.69,31.0,2558.0,487.0,1938.0,492.0,3.4875,117000.0,NEAR OCEAN
+-117.08,32.69,36.0,1571.0,284.0,1001.0,268.0,3.6875,111400.0,NEAR OCEAN
+-117.09,32.69,34.0,1469.0,267.0,1031.0,267.0,3.4583,112700.0,NEAR OCEAN
+-117.09,32.68,29.0,1792.0,449.0,1650.0,396.0,2.2201,100000.0,NEAR OCEAN
+-117.07,32.69,28.0,1485.0,275.0,820.0,283.0,4.069,153300.0,NEAR OCEAN
+-117.08,32.68,26.0,3071.0,615.0,2156.0,568.0,2.9318,112400.0,NEAR OCEAN
+-117.08,32.68,19.0,3635.0,1078.0,3127.0,1098.0,1.324,122600.0,NEAR OCEAN
+-117.09,32.68,20.0,2569.0,737.0,2341.0,705.0,2.0114,104900.0,NEAR OCEAN
+-117.07,32.67,28.0,2758.0,623.0,2179.0,631.0,2.3814,112300.0,NEAR OCEAN
+-117.08,32.67,31.0,3008.0,764.0,2088.0,757.0,2.5662,118200.0,NEAR OCEAN
+-117.09,32.66,46.0,844.0,147.0,423.0,161.0,3.375,136300.0,NEAR OCEAN
+-117.08,32.66,43.0,1004.0,236.0,839.0,235.0,2.81,103400.0,NEAR OCEAN
+-117.07,32.67,35.0,3200.0,725.0,1723.0,610.0,1.8977,95600.0,NEAR OCEAN
+-117.07,32.65,12.0,4131.0,891.0,2272.0,840.0,3.4701,204900.0,NEAR OCEAN
+-117.07,32.64,32.0,5135.0,1025.0,2152.0,944.0,4.1325,172800.0,NEAR OCEAN
+-117.08,32.64,43.0,1005.0,230.0,548.0,252.0,1.8672,145800.0,NEAR OCEAN
+-117.08,32.65,17.0,2633.0,712.0,1487.0,694.0,2.5392,147000.0,NEAR OCEAN
+-117.08,32.64,38.0,917.0,256.0,494.0,233.0,1.9241,150000.0,NEAR OCEAN
+-117.08,32.64,11.0,1651.0,533.0,947.0,515.0,1.6806,141700.0,NEAR OCEAN
+-117.09,32.65,20.0,1445.0,323.0,573.0,334.0,2.619,145800.0,NEAR OCEAN
+-117.09,32.65,25.0,3509.0,985.0,2359.0,899.0,2.6296,150000.0,NEAR OCEAN
+-117.08,32.65,28.0,2296.0,603.0,1277.0,550.0,2.3562,123800.0,NEAR OCEAN
+-117.09,32.64,38.0,2095.0,536.0,1240.0,550.0,2.7218,145900.0,NEAR OCEAN
+-117.09,32.64,30.0,3171.0,862.0,2126.0,800.0,2.507,142700.0,NEAR OCEAN
+-117.1,32.64,29.0,1578.0,460.0,1236.0,461.0,2.5658,134700.0,NEAR OCEAN
+-117.09,32.64,20.0,1999.0,651.0,1302.0,592.0,1.6321,57500.0,NEAR OCEAN
+-117.09,32.64,19.0,2571.0,791.0,1205.0,783.0,1.62,131300.0,NEAR OCEAN
+-117.09,32.63,27.0,2920.0,770.0,1935.0,746.0,2.4148,67500.0,NEAR OCEAN
+-117.11,32.64,23.0,1619.0,447.0,1025.0,415.0,1.858,67500.0,NEAR OCEAN
+-117.11,32.62,27.0,1846.0,509.0,1078.0,482.0,2.1719,131500.0,NEAR OCEAN
+-117.09,32.62,37.0,1538.0,298.0,867.0,285.0,3.0729,128700.0,NEAR OCEAN
+-117.09,32.62,37.0,1925.0,428.0,1344.0,426.0,2.4866,129700.0,NEAR OCEAN
+-117.09,32.62,34.0,1576.0,364.0,1153.0,381.0,2.1955,129700.0,NEAR OCEAN
+-117.08,32.63,33.0,2891.0,793.0,1607.0,754.0,2.1281,139800.0,NEAR OCEAN
+-117.09,32.64,24.0,3613.0,973.0,2002.0,931.0,1.947,147500.0,NEAR OCEAN
+-117.09,32.63,33.0,620.0,161.0,420.0,164.0,1.8417,150000.0,NEAR OCEAN
+-117.07,32.64,38.0,1486.0,269.0,745.0,295.0,4.6477,150400.0,NEAR OCEAN
+-117.07,32.63,37.0,2303.0,379.0,1026.0,357.0,3.455,156900.0,NEAR OCEAN
+-117.07,32.64,30.0,2873.0,774.0,1593.0,731.0,2.24,129500.0,NEAR OCEAN
+-117.06,32.63,37.0,1326.0,234.0,612.0,240.0,4.125,160200.0,NEAR OCEAN
+-117.06,32.62,36.0,786.0,125.0,408.0,138.0,3.9167,189700.0,NEAR OCEAN
+-117.07,32.63,40.0,1706.0,322.0,796.0,303.0,3.5583,154900.0,NEAR OCEAN
+-117.07,32.63,37.0,2372.0,444.0,1056.0,419.0,3.7583,145500.0,NEAR OCEAN
+-117.08,32.63,30.0,2504.0,559.0,1827.0,490.0,2.6146,159400.0,NEAR OCEAN
+-117.08,32.63,28.0,2080.0,427.0,1266.0,434.0,2.2788,146300.0,NEAR OCEAN
+-117.08,32.62,28.0,2468.0,506.0,1353.0,522.0,3.0771,158600.0,NEAR OCEAN
+-117.08,32.62,36.0,1674.0,309.0,818.0,307.0,3.4773,150400.0,NEAR OCEAN
+-117.09,32.61,23.0,1157.0,309.0,640.0,313.0,2.1548,118800.0,NEAR OCEAN
+-117.09,32.61,21.0,1945.0,430.0,1335.0,419.0,3.6467,113000.0,NEAR OCEAN
+-117.08,32.62,16.0,5192.0,1381.0,3261.0,1321.0,2.2685,151900.0,NEAR OCEAN
+-117.08,32.61,27.0,2264.0,525.0,1485.0,468.0,3.3514,149100.0,NEAR OCEAN
+-117.07,32.62,19.0,5016.0,1173.0,2750.0,1081.0,2.7838,155900.0,NEAR OCEAN
+-117.06,32.61,34.0,4325.0,1015.0,2609.0,979.0,2.8489,128300.0,NEAR OCEAN
+-117.07,32.61,22.0,5016.0,1331.0,3222.0,1196.0,2.1441,135500.0,NEAR OCEAN
+-117.07,32.6,18.0,2602.0,551.0,1042.0,550.0,1.9267,67500.0,NEAR OCEAN
+-117.07,32.59,21.0,1779.0,466.0,1327.0,488.0,1.6007,96200.0,NEAR OCEAN
+-117.08,32.59,30.0,144.0,52.0,220.0,48.0,2.3929,134400.0,NEAR OCEAN
+-117.08,32.6,24.0,1901.0,490.0,1334.0,476.0,2.2544,121900.0,NEAR OCEAN
+-117.07,32.61,10.0,1686.0,414.0,1000.0,391.0,2.1765,128400.0,NEAR OCEAN
+-117.06,32.61,24.0,4369.0,1353.0,3123.0,1247.0,2.0571,152300.0,NEAR OCEAN
+-117.06,32.61,23.0,1630.0,362.0,1267.0,418.0,2.5625,131100.0,NEAR OCEAN
+-117.07,32.6,13.0,1607.0,435.0,983.0,400.0,2.2903,106300.0,NEAR OCEAN
+-117.06,32.6,25.0,1075.0,238.0,434.0,234.0,1.7472,94600.0,NEAR OCEAN
+-117.06,32.6,24.0,1088.0,268.0,1095.0,246.0,2.4191,107300.0,NEAR OCEAN
+-117.06,32.6,33.0,905.0,205.0,989.0,222.0,2.7014,108200.0,NEAR OCEAN
+-117.05,32.63,31.0,4911.0,861.0,2334.0,843.0,4.1958,160100.0,NEAR OCEAN
+-117.05,32.62,34.0,3928.0,686.0,2315.0,681.0,4.2851,144500.0,NEAR OCEAN
+-117.04,32.62,26.0,3620.0,607.0,2000.0,593.0,4.9962,156000.0,NEAR OCEAN
+-117.05,32.61,31.0,4033.0,715.0,2585.0,715.0,3.5096,139900.0,NEAR OCEAN
+-117.05,32.61,21.0,6034.0,1205.0,3795.0,1146.0,3.2633,129700.0,NEAR OCEAN
+-117.05,32.61,26.0,1563.0,286.0,1145.0,313.0,3.8615,139300.0,NEAR OCEAN
+-117.04,32.6,20.0,8052.0,1461.0,5094.0,1430.0,4.2241,139800.0,NEAR OCEAN
+-117.04,32.6,18.0,4747.0,846.0,3002.0,872.0,3.9076,152900.0,NEAR OCEAN
+-117.05,32.59,16.0,4683.0,929.0,3073.0,865.0,3.0495,98300.0,NEAR OCEAN
+-117.04,32.63,26.0,2074.0,356.0,1228.0,335.0,4.1154,160200.0,NEAR OCEAN
+-117.04,32.62,27.0,1710.0,282.0,1089.0,297.0,4.6793,151900.0,NEAR OCEAN
+-117.03,32.61,23.0,1553.0,216.0,778.0,229.0,5.1538,171300.0,NEAR OCEAN
+-117.03,32.61,22.0,1028.0,148.0,523.0,152.0,6.0086,166900.0,NEAR OCEAN
+-117.03,32.6,26.0,1335.0,224.0,742.0,215.0,5.152,143400.0,NEAR OCEAN
+-117.02,32.59,19.0,1902.0,335.0,1102.0,313.0,3.0365,98100.0,NEAR OCEAN
+-116.98,32.62,6.0,7995.0,1458.0,4771.0,1376.0,4.7068,184300.0,NEAR OCEAN
+-117.06,32.64,30.0,4494.0,667.0,1883.0,680.0,5.766,186100.0,NEAR OCEAN
+-117.06,32.63,29.0,4168.0,742.0,2096.0,713.0,4.2204,169800.0,NEAR OCEAN
+-116.98,32.68,22.0,2346.0,380.0,1217.0,382.0,5.5248,156300.0,NEAR OCEAN
+-117.01,32.67,17.0,2319.0,348.0,1125.0,337.0,5.551,266900.0,NEAR OCEAN
+-117.0,32.67,16.0,2238.0,307.0,1002.0,303.0,6.6143,264100.0,NEAR OCEAN
+-117.02,32.67,20.0,1505.0,184.0,635.0,182.0,6.5772,245200.0,NEAR OCEAN
+-117.01,32.66,11.0,9992.0,1368.0,4495.0,1316.0,6.9664,293900.0,NEAR OCEAN
+-117.02,32.66,19.0,771.0,,376.0,108.0,6.6272,273600.0,NEAR OCEAN
+-116.97,32.65,4.0,16450.0,2833.0,7985.0,2683.0,5.6631,233400.0,NEAR OCEAN
+-116.99,32.64,15.0,4331.0,699.0,2046.0,627.0,3.9519,193500.0,NEAR OCEAN
+-117.04,32.65,8.0,8806.0,1401.0,3159.0,1059.0,4.2155,247800.0,NEAR OCEAN
+-117.03,32.65,14.0,1111.0,142.0,472.0,145.0,7.6344,290500.0,NEAR OCEAN
+-117.0,32.64,11.0,3098.0,490.0,1391.0,484.0,4.9792,170400.0,NEAR OCEAN
+-117.01,32.63,7.0,6483.0,976.0,3269.0,1005.0,5.7358,221600.0,NEAR OCEAN
+-117.04,32.64,5.0,2329.0,542.0,1213.0,514.0,4.0298,225600.0,NEAR OCEAN
+-117.02,32.64,5.0,260.0,41.0,157.0,42.0,6.5151,281700.0,NEAR OCEAN
+-117.03,32.63,13.0,2087.0,313.0,1165.0,330.0,5.7789,227700.0,NEAR OCEAN
+-117.03,32.63,14.0,2796.0,476.0,1466.0,464.0,5.2489,213700.0,NEAR OCEAN
+-117.04,32.63,26.0,2756.0,422.0,1166.0,398.0,5.1354,181600.0,NEAR OCEAN
+-116.99,32.74,17.0,3101.0,547.0,1410.0,486.0,3.1771,189900.0,<1H OCEAN
+-116.98,32.74,17.0,3943.0,843.0,1995.0,766.0,2.6944,158300.0,<1H OCEAN
+-116.98,32.74,24.0,977.0,147.0,454.0,169.0,4.9286,173700.0,<1H OCEAN
+-116.98,32.74,16.0,3361.0,537.0,1754.0,578.0,5.1098,162300.0,<1H OCEAN
+-116.98,32.72,15.0,4209.0,680.0,1914.0,641.0,4.5135,158300.0,<1H OCEAN
+-116.98,32.73,16.0,952.0,143.0,530.0,143.0,5.0864,175300.0,<1H OCEAN
+-116.98,32.72,4.0,1078.0,158.0,571.0,184.0,4.6667,223300.0,<1H OCEAN
+-116.97,32.74,14.0,7410.0,1344.0,3597.0,1274.0,4.2192,176100.0,<1H OCEAN
+-116.95,32.74,7.0,2722.0,578.0,1429.0,574.0,3.9583,141700.0,<1H OCEAN
+-116.96,32.71,18.0,2413.0,533.0,1129.0,551.0,2.4567,155000.0,<1H OCEAN
+-116.95,32.73,17.0,1635.0,272.0,960.0,279.0,5.2671,157100.0,<1H OCEAN
+-116.97,32.76,26.0,2460.0,313.0,838.0,299.0,5.9878,270700.0,<1H OCEAN
+-116.98,32.75,25.0,4137.0,662.0,1905.0,630.0,4.375,214000.0,<1H OCEAN
+-116.97,32.75,28.0,3519.0,583.0,1720.0,590.0,4.7973,186900.0,<1H OCEAN
+-116.98,32.75,18.0,1519.0,369.0,802.0,347.0,2.9886,170800.0,<1H OCEAN
+-116.97,32.76,33.0,3071.0,466.0,1348.0,513.0,6.1768,228900.0,<1H OCEAN
+-116.95,32.76,13.0,5543.0,857.0,2074.0,737.0,4.9528,266200.0,<1H OCEAN
+-116.94,32.75,4.0,14934.0,2479.0,6945.0,2418.0,5.1221,229700.0,<1H OCEAN
+-116.92,32.76,9.0,1859.0,307.0,947.0,304.0,5.9202,181300.0,<1H OCEAN
+-116.92,32.76,7.0,1659.0,237.0,862.0,242.0,5.2741,249400.0,<1H OCEAN
+-116.91,32.75,5.0,8710.0,1614.0,4372.0,1527.0,4.7813,240900.0,<1H OCEAN
+-117.0,32.76,31.0,1989.0,280.0,805.0,301.0,6.5645,189100.0,<1H OCEAN
+-116.99,32.76,21.0,3833.0,595.0,1645.0,589.0,4.625,273500.0,<1H OCEAN
+-116.99,32.74,18.0,3341.0,611.0,1952.0,602.0,3.9844,215300.0,<1H OCEAN
+-117.0,32.74,17.0,2357.0,599.0,1423.0,510.0,1.8856,118800.0,<1H OCEAN
+-116.99,32.73,30.0,1856.0,339.0,1103.0,379.0,4.0357,153800.0,<1H OCEAN
+-117.01,32.75,26.0,4038.0,706.0,2065.0,687.0,3.9545,178100.0,<1H OCEAN
+-117.01,32.75,34.0,2105.0,340.0,973.0,357.0,4.3088,152500.0,<1H OCEAN
+-117.01,32.74,31.0,3473.0,,2098.0,677.0,2.6973,135200.0,<1H OCEAN
+-117.01,32.73,22.0,2526.0,530.0,1556.0,529.0,2.8646,120800.0,NEAR OCEAN
+-117.0,32.73,17.0,6050.0,1143.0,3424.0,1131.0,3.7647,127600.0,<1H OCEAN
+-117.0,32.72,10.0,3817.0,943.0,2352.0,875.0,2.1362,143200.0,NEAR OCEAN
+-117.01,32.72,12.0,2914.0,734.0,2104.0,703.0,2.3068,132300.0,NEAR OCEAN
+-116.99,32.7,15.0,3660.0,622.0,2629.0,612.0,4.0444,150100.0,NEAR OCEAN
+-117.0,32.7,23.0,2785.0,468.0,1456.0,449.0,4.3714,131000.0,NEAR OCEAN
+-116.98,32.71,18.0,2355.0,444.0,1277.0,433.0,3.4551,121400.0,<1H OCEAN
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+-116.94,32.87,24.0,2824.0,441.0,1480.0,471.0,5.2614,177200.0,<1H OCEAN
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+-117.05,32.97,17.0,9911.0,1436.0,4763.0,1414.0,5.5882,194300.0,<1H OCEAN
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+-117.03,32.97,16.0,3936.0,694.0,1935.0,659.0,4.5625,231200.0,<1H OCEAN
+-117.03,32.96,16.0,3424.0,698.0,1940.0,645.0,4.121,182100.0,<1H OCEAN
+-116.99,32.96,17.0,5509.0,866.0,2748.0,817.0,4.8854,181300.0,<1H OCEAN
+-117.02,32.95,25.0,1909.0,334.0,1043.0,322.0,3.7784,160100.0,<1H OCEAN
+-117.03,32.95,19.0,4500.0,815.0,2456.0,782.0,4.5032,168900.0,<1H OCEAN
+-117.05,32.95,17.0,3039.0,555.0,1297.0,552.0,3.9531,178600.0,<1H OCEAN
+-117.05,32.95,17.0,4814.0,1091.0,3013.0,1078.0,3.2369,167800.0,<1H OCEAN
+-117.06,33.02,24.0,830.0,190.0,279.0,196.0,1.9176,121100.0,<1H OCEAN
+-117.06,33.01,24.0,2618.0,485.0,726.0,443.0,3.5192,159100.0,<1H OCEAN
+-117.07,33.01,25.0,2120.0,381.0,588.0,359.0,3.1187,169400.0,<1H OCEAN
+-117.07,33.02,17.0,2863.0,665.0,715.0,467.0,2.6048,148200.0,<1H OCEAN
+-117.06,33.04,17.0,1785.0,255.0,667.0,277.0,5.7382,278000.0,<1H OCEAN
+-117.06,33.03,23.0,2023.0,309.0,678.0,340.0,7.0913,265400.0,<1H OCEAN
+-117.07,33.03,14.0,6665.0,1231.0,2026.0,1001.0,5.09,268500.0,<1H OCEAN
+-117.07,33.03,15.0,1095.0,158.0,361.0,176.0,6.8099,328200.0,<1H OCEAN
+-117.08,33.03,10.0,2296.0,450.0,818.0,405.0,4.3424,160600.0,<1H OCEAN
+-117.07,33.04,4.0,2271.0,578.0,926.0,391.0,3.6437,210100.0,<1H OCEAN
+-117.08,33.03,15.0,3023.0,623.0,1283.0,559.0,3.3724,137900.0,<1H OCEAN
+-117.08,33.03,17.0,987.0,142.0,463.0,152.0,5.8747,229300.0,<1H OCEAN
+-117.08,33.03,18.0,1339.0,284.0,761.0,290.0,5.3074,137200.0,<1H OCEAN
+-117.09,33.03,17.0,2786.0,396.0,1228.0,396.0,6.4211,220700.0,<1H OCEAN
+-117.08,33.04,10.0,2577.0,347.0,1193.0,365.0,6.53,264100.0,<1H OCEAN
+-117.15,33.02,4.0,15029.0,2279.0,5613.0,1696.0,7.2731,450400.0,NEAR OCEAN
+-117.1,32.97,17.0,3167.0,861.0,2098.0,828.0,2.4459,85800.0,<1H OCEAN
+-117.1,32.96,7.0,3619.0,770.0,1134.0,482.0,4.1279,167600.0,<1H OCEAN
+-117.05,33.05,6.0,7916.0,1293.0,2741.0,1204.0,5.6436,278600.0,<1H OCEAN
+-117.05,33.04,12.0,1840.0,254.0,580.0,234.0,6.7769,400000.0,<1H OCEAN
+-117.05,33.03,14.0,5180.0,1051.0,1639.0,991.0,4.5,222200.0,<1H OCEAN
+-117.05,33.03,16.0,87.0,20.0,32.0,21.0,4.3571,144600.0,<1H OCEAN
+-117.06,33.02,17.0,2635.0,389.0,994.0,359.0,5.8966,261500.0,<1H OCEAN
+-117.05,33.02,18.0,917.0,121.0,388.0,131.0,6.3517,260100.0,<1H OCEAN
+-117.01,33.04,13.0,4595.0,567.0,1643.0,544.0,7.7684,362300.0,<1H OCEAN
+-117.04,33.03,16.0,2852.0,435.0,1083.0,448.0,6.3761,296200.0,<1H OCEAN
+-117.01,32.99,8.0,3372.0,430.0,1536.0,448.0,8.4284,378300.0,<1H OCEAN
+-116.99,33.01,11.0,1412.0,185.0,529.0,166.0,7.7517,500001.0,<1H OCEAN
+-117.09,32.91,9.0,2012.0,316.0,802.0,289.0,6.5706,255700.0,<1H OCEAN
+-117.09,32.91,16.0,2005.0,266.0,827.0,270.0,7.0546,282200.0,<1H OCEAN
+-117.09,32.9,16.0,1989.0,290.0,814.0,291.0,6.2715,255100.0,<1H OCEAN
+-117.1,32.9,16.0,2994.0,445.0,1047.0,437.0,5.149,184300.0,<1H OCEAN
+-117.11,32.9,16.0,2043.0,388.0,705.0,352.0,4.4766,161500.0,<1H OCEAN
+-117.11,32.91,15.0,1840.0,235.0,855.0,241.0,7.5992,310600.0,<1H OCEAN
+-117.08,32.91,16.0,1653.0,228.0,690.0,224.0,6.5853,248400.0,<1H OCEAN
+-117.08,32.93,5.0,14944.0,2490.0,6600.0,2407.0,6.0857,308300.0,<1H OCEAN
+-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,327900.0,<1H OCEAN
+-117.07,33.01,5.0,5870.0,977.0,1917.0,842.0,5.1998,294100.0,<1H OCEAN
+-117.06,33.01,9.0,2470.0,417.0,904.0,427.0,4.4219,209200.0,<1H OCEAN
+-117.07,33.0,4.0,6242.0,1258.0,2211.0,1116.0,4.25,281600.0,<1H OCEAN
+-117.07,33.0,4.0,9153.0,1866.0,3775.0,1698.0,4.955,241500.0,<1H OCEAN
+-117.08,33.01,5.0,5659.0,931.0,2565.0,902.0,6.1949,238700.0,<1H OCEAN
+-117.09,32.99,16.0,2175.0,327.0,1037.0,326.0,5.1909,201400.0,<1H OCEAN
+-117.09,32.99,18.0,3215.0,588.0,1618.0,509.0,4.6028,216800.0,<1H OCEAN
+-117.09,32.98,23.0,1125.0,273.0,687.0,308.0,2.3182,268800.0,<1H OCEAN
+-117.12,32.96,16.0,3050.0,559.0,1444.0,512.0,5.2463,156300.0,<1H OCEAN
+-117.11,32.97,9.0,1531.0,242.0,850.0,240.0,6.0862,263600.0,<1H OCEAN
+-117.1,33.0,5.0,15502.0,2613.0,7417.0,2358.0,5.9094,261100.0,<1H OCEAN
+-117.11,32.95,11.0,4694.0,824.0,2223.0,783.0,4.9485,231800.0,<1H OCEAN
+-117.12,32.95,8.0,3670.0,536.0,1723.0,592.0,6.3542,218100.0,<1H OCEAN
+-117.12,32.96,15.0,2869.0,405.0,1526.0,402.0,6.0175,238300.0,<1H OCEAN
+-117.12,32.95,4.0,9018.0,1572.0,4438.0,1498.0,4.988,263700.0,<1H OCEAN
+-117.08,32.97,3.0,17466.0,3336.0,7644.0,2895.0,5.4584,246500.0,<1H OCEAN
+-117.06,32.97,17.0,4754.0,877.0,2412.0,832.0,4.3548,192300.0,<1H OCEAN
+-117.25,33.06,6.0,9859.0,1448.0,4194.0,1401.0,6.439,296200.0,NEAR OCEAN
+-117.25,33.05,16.0,2794.0,476.0,1387.0,442.0,4.3286,213400.0,NEAR OCEAN
+-117.26,33.05,14.0,2323.0,373.0,1057.0,372.0,6.2513,240900.0,NEAR OCEAN
+-117.26,33.06,11.0,2660.0,352.0,1226.0,366.0,7.6832,319800.0,NEAR OCEAN
+-117.24,33.05,15.0,3029.0,555.0,1559.0,546.0,5.3129,169200.0,NEAR OCEAN
+-117.24,33.05,11.0,5827.0,882.0,2588.0,842.0,6.4027,344200.0,NEAR OCEAN
+-117.2,33.07,5.0,10394.0,1617.0,4496.0,1553.0,5.9289,411300.0,NEAR OCEAN
+-117.16,33.06,16.0,1988.0,279.0,770.0,252.0,5.8661,404500.0,NEAR OCEAN
+-117.21,33.03,20.0,3370.0,433.0,1020.0,408.0,11.0911,500001.0,NEAR OCEAN
+-117.18,33.02,15.0,3540.0,453.0,1364.0,425.0,13.6623,500001.0,NEAR OCEAN
+-117.21,33.02,26.0,3194.0,454.0,1032.0,406.0,10.156,500001.0,NEAR OCEAN
+-117.23,33.01,18.0,3961.0,511.0,1541.0,470.0,11.1118,500001.0,NEAR OCEAN
+-117.26,32.97,25.0,2582.0,495.0,1088.0,471.0,6.4651,500001.0,NEAR OCEAN
+-117.26,32.96,36.0,1721.0,264.0,710.0,282.0,10.1768,500001.0,NEAR OCEAN
+-117.26,32.95,34.0,1651.0,273.0,650.0,271.0,5.6582,500001.0,NEAR OCEAN
+-117.26,32.95,22.0,5484.0,1227.0,1947.0,1012.0,4.4375,500001.0,NEAR OCEAN
+-117.3,32.96,30.0,1226.0,205.0,380.0,151.0,4.2875,500001.0,NEAR OCEAN
+-117.25,33.01,16.0,3892.0,520.0,1454.0,524.0,7.7317,396000.0,NEAR OCEAN
+-117.24,33.0,16.0,2512.0,356.0,795.0,353.0,7.5975,369100.0,NEAR OCEAN
+-117.23,32.99,17.0,2718.0,326.0,1011.0,319.0,15.0001,500001.0,NEAR OCEAN
+-117.25,32.99,10.0,4926.0,749.0,1478.0,634.0,7.472,439900.0,NEAR OCEAN
+-117.25,33.0,14.0,2518.0,458.0,931.0,414.0,5.8393,485300.0,NEAR OCEAN
+-117.26,33.0,31.0,2695.0,491.0,1059.0,451.0,4.7841,393500.0,NEAR OCEAN
+-117.27,33.0,36.0,2426.0,454.0,1085.0,420.0,5.1523,387800.0,NEAR OCEAN
+-117.31,33.0,30.0,1631.0,310.0,665.0,297.0,6.8443,492500.0,NEAR OCEAN
+-117.26,32.99,16.0,2127.0,512.0,1532.0,499.0,2.7348,231300.0,NEAR OCEAN
+-117.27,32.99,21.0,3318.0,578.0,1273.0,538.0,5.5922,382100.0,NEAR OCEAN
+-117.26,32.98,12.0,3900.0,977.0,1690.0,892.0,4.125,226900.0,NEAR OCEAN
+-117.31,32.98,17.0,2789.0,648.0,849.0,345.0,4.1012,244700.0,NEAR OCEAN
+-117.27,32.98,17.0,1853.0,392.0,351.0,208.0,5.2742,230700.0,NEAR OCEAN
+-117.32,33.01,29.0,3584.0,712.0,1619.0,667.0,4.125,394400.0,NEAR OCEAN
+-117.28,33.02,21.0,2736.0,585.0,1251.0,576.0,4.2356,347700.0,NEAR OCEAN
+-117.27,33.02,13.0,5723.0,1242.0,2450.0,1140.0,4.7179,376700.0,NEAR OCEAN
+-117.26,33.04,18.0,2229.0,346.0,1088.0,352.0,6.3525,278300.0,NEAR OCEAN
+-117.26,33.04,16.0,3109.0,450.0,1433.0,453.0,6.6319,269600.0,NEAR OCEAN
+-117.24,33.04,13.0,3498.0,663.0,1412.0,618.0,3.212,147600.0,NEAR OCEAN
+-117.25,33.03,6.0,3416.0,493.0,1319.0,467.0,6.9326,324600.0,NEAR OCEAN
+-117.27,33.03,25.0,1787.0,311.0,1108.0,311.0,3.9826,215800.0,NEAR OCEAN
+-117.27,33.03,16.0,2240.0,443.0,1104.0,416.0,3.5313,148700.0,NEAR OCEAN
+-117.26,33.02,9.0,4632.0,759.0,1724.0,685.0,6.3712,369800.0,NEAR OCEAN
+-117.27,33.03,19.0,2899.0,499.0,1356.0,512.0,4.87,220900.0,NEAR OCEAN
+-117.27,33.02,21.0,2144.0,340.0,928.0,344.0,5.798,286100.0,NEAR OCEAN
+-117.29,33.05,28.0,1146.0,338.0,672.0,292.0,3.1667,300000.0,NEAR OCEAN
+-117.28,33.04,12.0,4459.0,928.0,2471.0,888.0,3.5179,252700.0,NEAR OCEAN
+-117.27,33.04,27.0,1839.0,392.0,1302.0,404.0,3.55,214600.0,NEAR OCEAN
+-117.29,33.04,30.0,2750.0,555.0,1281.0,520.0,4.7333,286900.0,NEAR OCEAN
+-117.33,33.03,31.0,1171.0,321.0,603.0,267.0,2.8611,314300.0,NEAR OCEAN
+-117.3,33.07,14.0,2670.0,426.0,1034.0,407.0,6.4247,295100.0,NEAR OCEAN
+-117.29,33.08,18.0,3225.0,515.0,1463.0,476.0,5.7787,346700.0,NEAR OCEAN
+-117.27,33.08,7.0,2949.0,447.0,1335.0,426.0,6.0922,342400.0,NEAR OCEAN
+-117.29,33.06,20.0,2110.0,335.0,1008.0,325.0,6.1509,338700.0,NEAR OCEAN
+-117.28,33.06,8.0,4172.0,1022.0,2585.0,941.0,4.0118,245800.0,NEAR OCEAN
+-117.27,33.06,7.0,3686.0,733.0,1612.0,672.0,3.197,367100.0,NEAR OCEAN
+-117.27,33.05,15.0,3333.0,808.0,1371.0,737.0,2.9083,122400.0,NEAR OCEAN
+-117.3,33.08,24.0,2628.0,527.0,1389.0,520.0,4.0,343200.0,NEAR OCEAN
+-117.34,33.06,17.0,2718.0,518.0,815.0,403.0,4.3182,357100.0,NEAR OCEAN
+-117.31,33.07,21.0,2035.0,534.0,948.0,467.0,3.2984,369400.0,NEAR OCEAN
+-117.3,33.07,16.0,3147.0,765.0,2165.0,690.0,3.5585,284800.0,NEAR OCEAN
+-117.3,33.06,24.0,2171.0,511.0,870.0,442.0,3.194,276300.0,NEAR OCEAN
+-117.3,33.06,31.0,2128.0,520.0,1049.0,485.0,4.027,290000.0,NEAR OCEAN
+-117.3,33.05,34.0,1797.0,458.0,775.0,391.0,3.2308,331300.0,NEAR OCEAN
+-117.33,33.17,11.0,10923.0,2041.0,4773.0,1858.0,4.0791,281300.0,NEAR OCEAN
+-117.34,33.16,31.0,2851.0,458.0,1286.0,467.0,4.5694,243700.0,NEAR OCEAN
+-117.33,33.16,29.0,3559.0,552.0,1533.0,545.0,4.0585,245500.0,NEAR OCEAN
+-117.32,33.15,15.0,13245.0,2212.0,5495.0,2060.0,5.4904,262100.0,NEAR OCEAN
+-117.32,33.12,25.0,2670.0,527.0,936.0,461.0,2.7717,354000.0,NEAR OCEAN
+-117.31,33.1,15.0,2392.0,446.0,747.0,421.0,3.5341,500001.0,NEAR OCEAN
+-117.29,33.13,4.0,617.0,105.0,224.0,105.0,3.9205,183000.0,NEAR OCEAN
+-117.31,33.11,7.0,7974.0,1703.0,2904.0,1550.0,4.1282,188100.0,NEAR OCEAN
+-117.29,33.12,4.0,1380.0,322.0,755.0,286.0,4.7961,168800.0,NEAR OCEAN
+-117.29,33.1,6.0,6091.0,1018.0,2064.0,957.0,5.1837,259800.0,NEAR OCEAN
+-117.28,33.1,13.0,2644.0,422.0,1197.0,399.0,6.5338,267900.0,NEAR OCEAN
+-117.35,33.17,16.0,4595.0,1341.0,2849.0,1197.0,2.478,185600.0,NEAR OCEAN
+-117.34,33.16,24.0,1006.0,277.0,610.0,246.0,2.25,187500.0,NEAR OCEAN
+-117.34,33.15,19.0,5710.0,1423.0,4163.0,1406.0,3.0306,178500.0,NEAR OCEAN
+-117.35,33.16,22.0,1331.0,305.0,580.0,193.0,3.975,500001.0,NEAR OCEAN
+-117.35,33.16,10.0,1684.0,515.0,902.0,449.0,3.7891,206300.0,NEAR OCEAN
+-117.34,33.15,17.0,4505.0,1140.0,2111.0,1062.0,3.3536,283300.0,NEAR OCEAN
+-117.36,33.18,26.0,5550.0,1153.0,2372.0,1058.0,2.5509,181800.0,NEAR OCEAN
+-117.36,33.18,39.0,1546.0,291.0,833.0,308.0,2.8893,185400.0,NEAR OCEAN
+-117.35,33.17,36.0,1977.0,423.0,812.0,387.0,3.625,198000.0,NEAR OCEAN
+-117.36,33.17,24.0,2046.0,442.0,812.0,367.0,2.3182,500001.0,NEAR OCEAN
+-117.37,33.18,19.0,1931.0,509.0,855.0,394.0,2.6979,266700.0,NEAR OCEAN
+-117.37,33.19,23.0,4104.0,1274.0,4729.0,1187.0,1.8214,173800.0,NEAR OCEAN
+-117.37,33.19,33.0,2205.0,453.0,1138.0,439.0,2.8819,208600.0,NEAR OCEAN
+-117.37,33.19,18.0,975.0,382.0,650.0,286.0,1.9562,192500.0,NEAR OCEAN
+-117.37,33.19,38.0,861.0,213.0,486.0,204.0,4.1875,185000.0,NEAR OCEAN
+-117.38,33.19,35.0,928.0,264.0,538.0,248.0,2.4583,197900.0,NEAR OCEAN
+-117.38,33.14,14.0,5039.0,1373.0,1298.0,696.0,3.209,313300.0,NEAR OCEAN
+-117.38,33.19,26.0,4123.0,1145.0,1703.0,895.0,1.9891,500000.0,NEAR OCEAN
+-117.38,33.2,17.0,1877.0,581.0,1288.0,426.0,1.9386,106300.0,NEAR OCEAN
+-117.37,33.2,19.0,928.0,317.0,845.0,319.0,1.6318,187500.0,NEAR OCEAN
+-117.38,33.19,17.0,353.0,112.0,359.0,118.0,1.5625,162500.0,NEAR OCEAN
+-117.38,33.2,26.0,1427.0,386.0,974.0,317.0,1.3903,184400.0,NEAR OCEAN
+-117.36,33.2,19.0,1926.0,557.0,1190.0,483.0,1.3269,166100.0,NEAR OCEAN
+-117.36,33.2,19.0,2129.0,562.0,1323.0,525.0,2.9539,169900.0,NEAR OCEAN
+-117.36,33.2,26.0,2447.0,482.0,1405.0,486.0,3.2917,150800.0,NEAR OCEAN
+-117.35,33.2,23.0,3297.0,728.0,1793.0,622.0,2.5754,169700.0,NEAR OCEAN
+-117.35,33.21,24.0,1586.0,262.0,912.0,298.0,4.25,150300.0,NEAR OCEAN
+-117.34,33.21,23.0,2062.0,376.0,1302.0,379.0,4.0109,145700.0,NEAR OCEAN
+-117.35,33.2,32.0,1251.0,220.0,700.0,232.0,3.9875,142900.0,NEAR OCEAN
+-117.34,33.21,12.0,5963.0,1372.0,3015.0,1124.0,2.7386,216100.0,NEAR OCEAN
+-117.35,33.19,28.0,2823.0,476.0,1189.0,433.0,5.1733,198100.0,NEAR OCEAN
+-117.34,33.19,23.0,3546.0,553.0,1533.0,518.0,5.276,224500.0,NEAR OCEAN
+-117.33,33.19,15.0,3672.0,845.0,1827.0,796.0,2.9716,173600.0,NEAR OCEAN
+-117.34,33.19,19.0,3575.0,525.0,1654.0,559.0,5.7409,274100.0,NEAR OCEAN
+-117.29,33.24,5.0,3109.0,634.0,1823.0,578.0,3.1875,153800.0,<1H OCEAN
+-117.3,33.23,13.0,3619.0,791.0,1759.0,806.0,2.765,98500.0,<1H OCEAN
+-117.32,33.23,24.0,2580.0,604.0,982.0,569.0,1.6402,169300.0,NEAR OCEAN
+-117.31,33.24,6.0,1580.0,288.0,792.0,265.0,4.0469,162400.0,<1H OCEAN
+-117.32,33.22,15.0,4784.0,1039.0,1810.0,986.0,2.4375,108900.0,NEAR OCEAN
+-117.33,33.22,21.0,2868.0,602.0,855.0,559.0,2.7846,91200.0,NEAR OCEAN
+-117.32,33.22,16.0,1057.0,232.0,316.0,221.0,2.7417,91700.0,NEAR OCEAN
+-117.33,33.21,17.0,1246.0,300.0,424.0,288.0,2.2882,85800.0,NEAR OCEAN
+-117.3,33.22,4.0,14960.0,2988.0,6666.0,2612.0,3.7568,184100.0,NEAR OCEAN
+-117.31,33.19,11.0,20944.0,3753.0,8738.0,3441.0,4.3762,215500.0,NEAR OCEAN
+-117.29,33.2,16.0,2150.0,461.0,1428.0,407.0,2.4754,157300.0,NEAR OCEAN
+-117.31,33.18,16.0,1835.0,430.0,599.0,399.0,2.0147,87700.0,NEAR OCEAN
+-117.29,33.19,18.0,6235.0,1233.0,4127.0,1162.0,3.0704,151600.0,NEAR OCEAN
+-117.28,33.2,20.0,4835.0,854.0,2983.0,834.0,4.3428,152100.0,NEAR OCEAN
+-117.37,33.22,35.0,2204.0,482.0,1435.0,462.0,3.676,125600.0,NEAR OCEAN
+-117.35,33.23,4.0,1837.0,287.0,934.0,277.0,3.8958,189800.0,NEAR OCEAN
+-117.35,33.21,18.0,2971.0,606.0,2051.0,493.0,2.675,117100.0,NEAR OCEAN
+-117.38,33.21,31.0,1502.0,367.0,1514.0,342.0,2.6442,103300.0,NEAR OCEAN
+-117.37,33.2,29.0,1315.0,311.0,1425.0,306.0,2.0272,99600.0,NEAR OCEAN
+-117.28,33.28,13.0,6131.0,1040.0,4049.0,940.0,3.8156,150700.0,<1H OCEAN
+-117.25,33.3,14.0,2513.0,351.0,1151.0,357.0,6.3054,359000.0,<1H OCEAN
+-117.26,33.26,9.0,4609.0,798.0,2582.0,746.0,4.3429,173900.0,<1H OCEAN
+-117.3,33.26,23.0,1678.0,275.0,1227.0,264.0,4.1713,133800.0,<1H OCEAN
+-117.3,33.25,22.0,2329.0,419.0,1456.0,381.0,3.7933,131000.0,<1H OCEAN
+-117.31,33.25,14.0,3483.0,764.0,2140.0,687.0,3.125,102300.0,<1H OCEAN
+-117.31,33.25,13.0,3075.0,630.0,1843.0,674.0,2.8558,97100.0,<1H OCEAN
+-117.32,33.25,7.0,2499.0,420.0,1314.0,398.0,4.85,186900.0,<1H OCEAN
+-117.32,33.25,7.0,8206.0,1523.0,4399.0,1423.0,3.6301,170900.0,<1H OCEAN
+-117.34,33.23,11.0,3737.0,757.0,2212.0,727.0,3.1062,141000.0,NEAR OCEAN
+-117.33,33.23,15.0,2919.0,592.0,1130.0,579.0,2.5872,155600.0,NEAR OCEAN
+-117.33,33.23,15.0,1905.0,416.0,1258.0,388.0,3.33,127900.0,NEAR OCEAN
+-117.33,33.24,13.0,4543.0,881.0,2298.0,870.0,2.9386,143400.0,NEAR OCEAN
+-117.42,33.35,14.0,25135.0,4819.0,35682.0,4769.0,2.5729,134400.0,<1H OCEAN
+-117.24,33.34,17.0,2866.0,442.0,1354.0,431.0,4.5764,257300.0,<1H OCEAN
+-117.22,33.36,16.0,3165.0,482.0,1351.0,452.0,4.605,263300.0,<1H OCEAN
+-117.22,33.31,12.0,2924.0,433.0,1193.0,394.0,6.2475,331300.0,<1H OCEAN
+-117.21,33.34,10.0,5294.0,817.0,2312.0,810.0,5.4563,325700.0,<1H OCEAN
+-117.19,33.34,15.0,3310.0,488.0,1104.0,460.0,6.1009,314400.0,<1H OCEAN
+-117.17,33.34,15.0,3313.0,679.0,1022.0,564.0,2.7986,189900.0,<1H OCEAN
+-117.2,33.29,12.0,6358.0,1182.0,2778.0,1020.0,4.0357,295900.0,<1H OCEAN
+-117.17,33.28,16.0,1921.0,312.0,862.0,280.0,5.1786,376800.0,<1H OCEAN
+-117.25,33.38,16.0,3536.0,765.0,2007.0,687.0,3.0,146700.0,<1H OCEAN
+-117.24,33.4,16.0,2704.0,463.0,1322.0,424.0,3.7857,227000.0,<1H OCEAN
+-117.23,33.38,18.0,3339.0,704.0,1727.0,652.0,2.8393,173200.0,<1H OCEAN
+-117.24,33.38,16.0,2792.0,525.0,1696.0,516.0,3.668,171200.0,<1H OCEAN
+-117.25,33.38,17.0,1614.0,431.0,1031.0,389.0,2.0956,134400.0,<1H OCEAN
+-117.25,33.39,22.0,2699.0,543.0,1425.0,491.0,2.375,137300.0,<1H OCEAN
+-117.26,33.37,7.0,2221.0,548.0,1440.0,501.0,2.2368,154600.0,<1H OCEAN
+-117.25,33.37,8.0,1755.0,530.0,1687.0,511.0,1.995,146900.0,<1H OCEAN
+-117.24,33.37,14.0,4687.0,793.0,2436.0,779.0,4.5391,180900.0,<1H OCEAN
+-117.24,33.36,11.0,2786.0,480.0,1250.0,450.0,4.5,222600.0,<1H OCEAN
+-117.25,33.36,6.0,3725.0,960.0,2833.0,915.0,2.3214,247000.0,<1H OCEAN
+-117.34,33.46,14.0,1902.0,338.0,848.0,304.0,5.5395,273300.0,<1H OCEAN
+-117.19,33.41,16.0,3031.0,554.0,1301.0,518.0,4.0882,296100.0,<1H OCEAN
+-117.14,33.39,17.0,2889.0,587.0,1931.0,510.0,3.8547,208300.0,<1H OCEAN
+-117.2,33.38,14.0,5392.0,821.0,2350.0,810.0,5.0507,291500.0,<1H OCEAN
+-117.1,33.36,19.0,3518.0,658.0,2091.0,610.0,3.2614,168800.0,<1H OCEAN
+-116.95,33.31,16.0,2921.0,639.0,1838.0,540.0,2.2393,117000.0,<1H OCEAN
+-117.03,33.32,14.0,1088.0,209.0,601.0,193.0,3.8438,243800.0,<1H OCEAN
+-117.05,33.29,17.0,1800.0,312.0,891.0,281.0,7.0177,267600.0,<1H OCEAN
+-117.05,33.26,14.0,3103.0,569.0,1704.0,539.0,3.7644,264700.0,<1H OCEAN
+-117.12,33.27,11.0,3016.0,601.0,1727.0,541.0,4.9375,232800.0,<1H OCEAN
+-117.0,33.29,17.0,2073.0,313.0,573.0,221.0,8.2531,419200.0,<1H OCEAN
+-116.98,33.26,12.0,5898.0,1002.0,3129.0,945.0,4.7647,254100.0,<1H OCEAN
+-116.99,33.2,17.0,2980.0,539.0,1531.0,505.0,3.1553,250000.0,<1H OCEAN
+-116.9,33.22,11.0,4132.0,773.0,2012.0,703.0,3.1906,234500.0,<1H OCEAN
+-117.14,33.23,11.0,4068.0,829.0,918.0,500.0,3.1272,281300.0,<1H OCEAN
+-117.11,33.23,13.0,5819.0,919.0,2228.0,866.0,4.9335,298100.0,<1H OCEAN
+-117.08,33.23,14.0,3337.0,571.0,1385.0,512.0,4.15,272200.0,<1H OCEAN
+-117.2,33.24,12.0,4992.0,,2106.0,801.0,6.2079,307300.0,<1H OCEAN
+-117.15,33.2,16.0,2690.0,459.0,1253.0,393.0,4.0328,294600.0,<1H OCEAN
+-117.2,33.2,16.0,4409.0,629.0,1875.0,609.0,5.543,286400.0,<1H OCEAN
+-117.22,33.22,17.0,3675.0,672.0,1693.0,597.0,3.3882,190800.0,<1H OCEAN
+-117.22,33.22,16.0,2134.0,643.0,1555.0,560.0,1.7217,175000.0,<1H OCEAN
+-117.22,33.22,15.0,1430.0,343.0,704.0,322.0,1.9571,162500.0,<1H OCEAN
+-117.23,33.24,26.0,1991.0,330.0,1014.0,304.0,4.3068,240100.0,<1H OCEAN
+-117.24,33.23,13.0,3756.0,648.0,1767.0,614.0,4.0776,196000.0,<1H OCEAN
+-117.24,33.23,21.0,1718.0,308.0,1194.0,312.0,3.4359,150900.0,<1H OCEAN
+-117.23,33.23,13.0,2899.0,657.0,1946.0,579.0,2.9875,172000.0,<1H OCEAN
+-117.23,33.22,18.0,2334.0,573.0,962.0,557.0,1.808,97000.0,<1H OCEAN
+-117.23,33.22,16.0,3224.0,729.0,1036.0,608.0,2.0246,148800.0,<1H OCEAN
+-117.24,33.22,20.0,1962.0,334.0,1173.0,349.0,4.1316,162500.0,<1H OCEAN
+-117.24,33.21,9.0,2486.0,626.0,1938.0,525.0,2.1293,151400.0,<1H OCEAN
+-117.23,33.21,34.0,544.0,108.0,348.0,127.0,4.125,164600.0,<1H OCEAN
+-117.25,33.25,6.0,6160.0,993.0,2997.0,1029.0,4.6187,205000.0,<1H OCEAN
+-117.27,33.23,5.0,20908.0,3933.0,9690.0,3510.0,4.1405,198500.0,<1H OCEAN
+-117.27,33.22,5.0,2283.0,337.0,999.0,325.0,5.0249,196700.0,<1H OCEAN
+-117.27,33.22,16.0,1420.0,311.0,470.0,313.0,1.8849,90800.0,<1H OCEAN
+-117.28,33.22,13.0,2832.0,542.0,1065.0,531.0,2.3844,98600.0,<1H OCEAN
+-117.27,33.21,5.0,5764.0,996.0,3161.0,1012.0,4.4531,177500.0,<1H OCEAN
+-117.25,33.22,26.0,2010.0,347.0,1160.0,331.0,3.9815,142600.0,<1H OCEAN
+-117.25,33.22,19.0,2167.0,443.0,1654.0,435.0,3.5,135800.0,<1H OCEAN
+-117.26,33.21,26.0,1906.0,408.0,1325.0,427.0,3.0197,136000.0,<1H OCEAN
+-117.28,33.2,11.0,1472.0,261.0,1012.0,285.0,4.21,175600.0,NEAR OCEAN
+-117.27,33.2,23.0,2145.0,379.0,1360.0,404.0,4.2054,150700.0,<1H OCEAN
+-117.26,33.2,13.0,3163.0,725.0,1675.0,629.0,2.8214,121900.0,<1H OCEAN
+-117.27,33.2,34.0,1852.0,322.0,978.0,332.0,4.3542,156900.0,<1H OCEAN
+-117.27,33.19,8.0,973.0,289.0,663.0,209.0,2.724,139300.0,NEAR OCEAN
+-117.28,33.19,5.0,2697.0,639.0,1633.0,580.0,3.4456,165800.0,NEAR OCEAN
+-117.25,33.21,9.0,1944.0,488.0,1992.0,453.0,2.066,127200.0,<1H OCEAN
+-117.24,33.21,19.0,1872.0,489.0,1859.0,446.0,2.1875,121700.0,<1H OCEAN
+-117.24,33.21,18.0,1846.0,419.0,1581.0,387.0,3.0982,111300.0,<1H OCEAN
+-117.24,33.2,25.0,1631.0,415.0,1045.0,386.0,2.4505,147500.0,<1H OCEAN
+-117.24,33.2,26.0,1701.0,404.0,989.0,367.0,2.5119,171700.0,<1H OCEAN
+-117.25,33.2,22.0,2361.0,618.0,1472.0,596.0,2.0625,124500.0,<1H OCEAN
+-117.25,33.2,10.0,2050.0,473.0,1302.0,471.0,2.7961,131300.0,<1H OCEAN
+-117.25,33.21,13.0,1203.0,292.0,1035.0,293.0,2.6339,117000.0,<1H OCEAN
+-117.23,33.21,21.0,1934.0,386.0,861.0,381.0,3.6181,213800.0,<1H OCEAN
+-117.22,33.21,19.0,4400.0,828.0,1901.0,735.0,3.6375,198800.0,<1H OCEAN
+-117.22,33.2,31.0,1736.0,277.0,801.0,292.0,4.4844,205500.0,<1H OCEAN
+-117.23,33.2,29.0,3372.0,720.0,1770.0,693.0,3.5109,166000.0,<1H OCEAN
+-117.23,33.2,21.0,2284.0,360.0,999.0,356.0,4.8929,212500.0,<1H OCEAN
+-117.21,33.2,22.0,3337.0,518.0,1288.0,466.0,5.04,253700.0,<1H OCEAN
+-117.22,33.19,16.0,3004.0,656.0,1948.0,606.0,2.7019,216900.0,<1H OCEAN
+-117.27,33.18,4.0,3371.0,773.0,1481.0,627.0,2.9133,215700.0,NEAR OCEAN
+-117.26,33.19,4.0,2342.0,595.0,1518.0,545.0,2.9469,216100.0,NEAR OCEAN
+-117.26,33.19,2.0,2629.0,509.0,1044.0,522.0,4.2361,158500.0,NEAR OCEAN
+-117.25,33.19,18.0,1891.0,306.0,830.0,279.0,4.5764,207000.0,<1H OCEAN
+-117.24,33.19,19.0,1569.0,351.0,1035.0,352.0,2.9191,159400.0,<1H OCEAN
+-117.23,33.19,22.0,2554.0,447.0,1147.0,422.0,3.6346,192500.0,<1H OCEAN
+-117.24,33.18,19.0,3337.0,565.0,1646.0,554.0,5.0195,200200.0,<1H OCEAN
+-117.3,33.17,6.0,7880.0,1533.0,3760.0,1460.0,4.1807,182600.0,NEAR OCEAN
+-117.32,33.17,18.0,2143.0,299.0,828.0,283.0,4.2383,239000.0,NEAR OCEAN
+-117.31,33.17,7.0,2349.0,312.0,809.0,282.0,5.552,283900.0,NEAR OCEAN
+-117.31,33.16,4.0,5846.0,894.0,2282.0,801.0,5.5956,247800.0,NEAR OCEAN
+-117.31,33.16,17.0,1704.0,263.0,781.0,281.0,5.6605,224400.0,NEAR OCEAN
+-117.29,33.18,15.0,3780.0,792.0,1632.0,721.0,2.7644,111400.0,NEAR OCEAN
+-117.29,33.18,17.0,821.0,176.0,436.0,168.0,3.1667,160600.0,NEAR OCEAN
+-117.28,33.18,16.0,3002.0,591.0,842.0,538.0,2.1205,157300.0,NEAR OCEAN
+-117.28,33.18,14.0,676.0,118.0,384.0,126.0,6.2096,178100.0,NEAR OCEAN
+-117.26,33.18,9.0,4540.0,793.0,2235.0,746.0,4.5781,225600.0,NEAR OCEAN
+-117.27,33.15,4.0,23915.0,4135.0,10877.0,3958.0,4.6357,244900.0,NEAR OCEAN
+-117.29,33.15,11.0,2560.0,445.0,952.0,448.0,4.0625,87500.0,NEAR OCEAN
+-117.24,33.17,4.0,9998.0,1874.0,3925.0,1672.0,4.2826,237500.0,<1H OCEAN
+-117.22,33.17,6.0,1487.0,362.0,810.0,322.0,3.625,135700.0,<1H OCEAN
+-117.23,33.16,4.0,3066.0,625.0,1164.0,582.0,4.0,228100.0,NEAR OCEAN
+-117.23,33.16,2.0,4624.0,946.0,2091.0,808.0,3.6736,214500.0,NEAR OCEAN
+-117.22,33.18,13.0,4273.0,886.0,2328.0,801.0,3.3444,183900.0,<1H OCEAN
+-117.21,33.17,16.0,1787.0,361.0,1446.0,362.0,3.75,163800.0,<1H OCEAN
+-117.21,33.19,21.0,3765.0,612.0,1722.0,593.0,4.8152,218500.0,<1H OCEAN
+-117.19,33.18,7.0,3561.0,722.0,1921.0,657.0,4.1128,209700.0,<1H OCEAN
+-117.21,33.16,13.0,2937.0,698.0,1246.0,579.0,2.6487,196000.0,<1H OCEAN
+-117.2,33.16,13.0,4503.0,1137.0,3094.0,1091.0,2.3159,91600.0,<1H OCEAN
+-117.2,33.15,11.0,4091.0,864.0,1927.0,765.0,3.0139,199000.0,<1H OCEAN
+-117.2,33.14,19.0,2025.0,414.0,1663.0,403.0,3.8147,139200.0,<1H OCEAN
+-117.22,33.14,5.0,4576.0,848.0,2314.0,705.0,5.0123,210400.0,NEAR OCEAN
+-117.21,33.14,12.0,4839.0,954.0,1708.0,952.0,2.8586,163300.0,<1H OCEAN
+-117.21,33.13,15.0,1889.0,368.0,754.0,409.0,2.2278,132800.0,NEAR OCEAN
+-117.17,33.18,25.0,596.0,115.0,426.0,137.0,3.0221,214300.0,<1H OCEAN
+-117.18,33.16,15.0,5923.0,1206.0,3943.0,1006.0,3.1793,159900.0,<1H OCEAN
+-117.15,33.16,5.0,4750.0,962.0,2726.0,905.0,3.5839,158500.0,<1H OCEAN
+-117.14,33.16,16.0,1660.0,,733.0,214.0,5.6874,202700.0,<1H OCEAN
+-117.13,33.15,15.0,2241.0,381.0,997.0,390.0,3.4833,193200.0,<1H OCEAN
+-117.14,33.15,17.0,1149.0,182.0,702.0,192.0,5.5696,168400.0,<1H OCEAN
+-117.14,33.15,16.0,1129.0,198.0,758.0,178.0,5.0346,174600.0,<1H OCEAN
+-117.15,33.14,15.0,1070.0,208.0,470.0,217.0,2.3062,158900.0,<1H OCEAN
+-117.13,33.15,16.0,3907.0,671.0,1759.0,663.0,3.1776,172600.0,<1H OCEAN
+-117.13,33.14,16.0,1649.0,278.0,993.0,277.0,4.8526,170700.0,<1H OCEAN
+-117.13,33.14,5.0,2618.0,539.0,1320.0,512.0,4.1053,171400.0,<1H OCEAN
+-117.12,33.14,16.0,1710.0,272.0,1025.0,267.0,4.1641,163600.0,<1H OCEAN
+-117.12,33.14,12.0,2363.0,408.0,1211.0,396.0,3.8967,172600.0,<1H OCEAN
+-117.13,33.14,12.0,2258.0,456.0,1147.0,433.0,4.0495,153900.0,<1H OCEAN
+-117.19,33.14,12.0,3652.0,923.0,1677.0,728.0,2.3267,92000.0,<1H OCEAN
+-117.18,33.15,7.0,6225.0,1683.0,5410.0,1580.0,2.32,117500.0,<1H OCEAN
+-117.21,33.13,19.0,3068.0,596.0,912.0,554.0,3.775,168000.0,NEAR OCEAN
+-117.2,33.12,18.0,4372.0,736.0,1473.0,675.0,5.1194,247800.0,NEAR OCEAN
+-117.21,33.12,4.0,3261.0,689.0,926.0,561.0,4.3672,258900.0,NEAR OCEAN
+-117.18,33.11,16.0,3470.0,601.0,1197.0,552.0,5.1814,279900.0,NEAR OCEAN
+-117.25,33.12,8.0,8552.0,1437.0,3335.0,1323.0,5.311,255800.0,NEAR OCEAN
+-117.24,33.11,10.0,3487.0,545.0,1410.0,557.0,6.0336,240300.0,NEAR OCEAN
+-117.23,33.1,4.0,1862.0,291.0,685.0,248.0,7.745,237400.0,NEAR OCEAN
+-117.25,33.1,14.0,3676.0,720.0,1176.0,614.0,3.9464,171900.0,NEAR OCEAN
+-117.26,33.09,22.0,2398.0,407.0,349.0,169.0,7.0423,500001.0,NEAR OCEAN
+-117.26,33.09,13.0,3730.0,761.0,1335.0,603.0,4.1667,227100.0,NEAR OCEAN
+-117.23,33.09,7.0,5320.0,855.0,2015.0,768.0,6.3373,279600.0,NEAR OCEAN
+-117.25,33.08,13.0,3651.0,465.0,1311.0,435.0,7.5402,340300.0,NEAR OCEAN
+-117.25,33.08,14.0,7208.0,1012.0,3097.0,1014.0,6.617,285200.0,NEAR OCEAN
+-117.26,33.08,12.0,5080.0,814.0,1958.0,716.0,5.3905,299600.0,NEAR OCEAN
+-117.09,33.13,9.0,5685.0,1442.0,3773.0,1250.0,3.0426,129900.0,<1H OCEAN
+-117.08,33.14,15.0,1497.0,250.0,827.0,239.0,4.3846,154200.0,<1H OCEAN
+-117.08,33.14,11.0,1430.0,292.0,921.0,294.0,4.2357,160900.0,<1H OCEAN
+-117.07,33.14,16.0,2546.0,429.0,1683.0,408.0,4.7426,160600.0,<1H OCEAN
+-117.07,33.15,17.0,1893.0,297.0,936.0,287.0,5.1842,157700.0,<1H OCEAN
+-117.06,33.15,24.0,2155.0,379.0,1158.0,360.0,4.7941,147500.0,<1H OCEAN
+-117.11,33.19,15.0,3154.0,488.0,1656.0,429.0,5.0461,222400.0,<1H OCEAN
+-117.03,33.18,17.0,5391.0,886.0,2732.0,830.0,5.1771,212800.0,<1H OCEAN
+-117.06,33.17,4.0,5465.0,974.0,2844.0,950.0,4.4477,174800.0,<1H OCEAN
+-117.1,33.17,12.0,2465.0,412.0,1226.0,428.0,5.4819,183800.0,<1H OCEAN
+-117.08,33.16,11.0,6341.0,1030.0,2697.0,977.0,4.8554,206700.0,<1H OCEAN
+-117.07,33.15,15.0,2994.0,522.0,1231.0,503.0,3.2024,180400.0,<1H OCEAN
+-117.08,33.14,19.0,2629.0,494.0,1444.0,503.0,3.5462,156800.0,<1H OCEAN
+-117.09,33.15,13.0,3958.0,865.0,1981.0,840.0,3.4764,137500.0,<1H OCEAN
+-117.07,33.13,17.0,6817.0,1632.0,4526.0,1474.0,2.6152,135300.0,<1H OCEAN
+-117.07,33.13,33.0,555.0,165.0,612.0,176.0,2.1786,137500.0,<1H OCEAN
+-117.06,33.14,27.0,3819.0,674.0,2447.0,717.0,3.8185,137200.0,<1H OCEAN
+-117.05,33.13,20.0,7746.0,2035.0,5370.0,1838.0,2.3762,98500.0,<1H OCEAN
+-117.04,33.15,15.0,13814.0,2888.0,6583.0,2789.0,2.8247,150000.0,<1H OCEAN
+-117.05,33.14,16.0,4552.0,1166.0,2737.0,1051.0,2.25,136300.0,<1H OCEAN
+-117.06,33.13,12.0,8742.0,2114.0,4854.0,1957.0,2.8015,143500.0,<1H OCEAN
+-117.08,33.13,17.0,8466.0,2628.0,7014.0,2267.0,2.1437,113700.0,<1H OCEAN
+-117.08,33.12,43.0,107.0,44.0,107.0,48.0,0.7054,137500.0,<1H OCEAN
+-117.11,33.15,14.0,8374.0,1407.0,2916.0,1295.0,4.7019,191100.0,<1H OCEAN
+-117.1,33.15,5.0,3159.0,685.0,1398.0,581.0,3.1467,161100.0,<1H OCEAN
+-117.12,33.15,7.0,2810.0,464.0,1564.0,457.0,4.4655,182800.0,<1H OCEAN
+-117.14,33.18,11.0,5546.0,974.0,2300.0,970.0,3.7109,199800.0,<1H OCEAN
+-117.1,33.14,7.0,10665.0,2576.0,4917.0,2424.0,2.3171,159500.0,<1H OCEAN
+-117.11,33.14,10.0,3208.0,636.0,1395.0,582.0,3.4455,190500.0,<1H OCEAN
+-117.14,33.12,7.0,6126.0,1032.0,2662.0,923.0,4.9005,264000.0,<1H OCEAN
+-117.13,33.13,17.0,3164.0,652.0,1123.0,699.0,2.082,80000.0,<1H OCEAN
+-117.11,33.12,46.0,52.0,13.0,59.0,13.0,3.875,200000.0,<1H OCEAN
+-117.1,33.12,12.0,961.0,342.0,315.0,201.0,0.813,275000.0,<1H OCEAN
+-117.11,33.11,17.0,2641.0,627.0,1167.0,647.0,2.2875,132400.0,<1H OCEAN
+-117.14,33.07,12.0,9302.0,1603.0,4074.0,1504.0,4.3513,199600.0,<1H OCEAN
+-117.12,33.07,45.0,1032.0,235.0,363.0,177.0,3.6389,186600.0,<1H OCEAN
+-117.1,33.07,16.0,2402.0,336.0,1080.0,365.0,8.6803,347300.0,<1H OCEAN
+-117.07,33.07,8.0,2756.0,343.0,1045.0,340.0,8.5957,444100.0,<1H OCEAN
+-117.1,33.09,5.0,12045.0,2162.0,5640.0,1997.0,4.4375,353000.0,<1H OCEAN
+-117.08,33.08,23.0,3400.0,501.0,1383.0,488.0,4.9844,249100.0,<1H OCEAN
+-117.09,33.1,21.0,2876.0,539.0,1387.0,499.0,3.8292,177000.0,<1H OCEAN
+-117.08,33.09,23.0,3792.0,624.0,1988.0,658.0,4.7566,178300.0,<1H OCEAN
+-117.09,33.12,11.0,567.0,184.0,620.0,163.0,2.5284,122500.0,<1H OCEAN
+-117.08,33.11,31.0,1356.0,324.0,1301.0,331.0,2.5331,115100.0,<1H OCEAN
+-117.08,33.11,28.0,2094.0,585.0,1556.0,563.0,2.2,127700.0,<1H OCEAN
+-117.09,33.11,32.0,1713.0,321.0,891.0,286.0,3.1429,171600.0,<1H OCEAN
+-117.08,33.12,37.0,1060.0,268.0,823.0,229.0,1.8363,145500.0,<1H OCEAN
+-117.07,33.11,31.0,2055.0,473.0,1326.0,427.0,3.0915,139900.0,<1H OCEAN
+-117.08,33.11,31.0,1832.0,444.0,1669.0,463.0,2.2146,116700.0,<1H OCEAN
+-117.08,33.12,33.0,674.0,208.0,565.0,188.0,1.875,114300.0,<1H OCEAN
+-117.07,33.12,21.0,4578.0,927.0,2818.0,900.0,3.1458,187700.0,<1H OCEAN
+-117.07,33.12,32.0,2474.0,499.0,1224.0,461.0,2.7216,146300.0,<1H OCEAN
+-117.07,33.12,12.0,2453.0,599.0,1251.0,529.0,2.4122,127000.0,<1H OCEAN
+-117.07,33.11,17.0,5565.0,1237.0,3004.0,1139.0,3.0054,142300.0,<1H OCEAN
+-117.06,33.09,11.0,7483.0,1276.0,3516.0,1261.0,4.0484,262500.0,<1H OCEAN
+-117.03,33.13,15.0,7000.0,1185.0,3555.0,1118.0,4.7022,172800.0,<1H OCEAN
+-116.97,33.13,10.0,5149.0,851.0,2177.0,783.0,6.7957,287500.0,<1H OCEAN
+-117.05,33.13,17.0,2385.0,372.0,1118.0,369.0,4.2813,169900.0,<1H OCEAN
+-117.05,33.11,18.0,4393.0,642.0,2095.0,677.0,5.4786,223500.0,<1H OCEAN
+-117.05,33.13,22.0,2427.0,390.0,1099.0,362.0,5.2323,167500.0,<1H OCEAN
+-117.05,33.1,13.0,5516.0,746.0,2119.0,662.0,6.1868,320200.0,<1H OCEAN
+-117.03,33.12,25.0,3142.0,446.0,1286.0,419.0,5.4663,248300.0,<1H OCEAN
+-117.04,33.09,16.0,4677.0,581.0,1902.0,566.0,6.1834,335600.0,<1H OCEAN
+-116.93,33.06,16.0,3490.0,545.0,1628.0,535.0,4.8836,239900.0,<1H OCEAN
+-116.89,32.99,14.0,2816.0,501.0,1448.0,452.0,5.0278,210900.0,<1H OCEAN
+-116.95,32.96,18.0,2087.0,353.0,992.0,329.0,4.5,222600.0,<1H OCEAN
+-116.84,33.08,15.0,2755.0,519.0,1474.0,460.0,4.0408,225900.0,<1H OCEAN
+-116.77,33.08,13.0,1406.0,260.0,737.0,279.0,5.5842,239100.0,<1H OCEAN
+-116.78,33.0,7.0,12480.0,1946.0,5102.0,1697.0,5.5102,221000.0,<1H OCEAN
+-116.84,33.01,5.0,5673.0,855.0,2592.0,797.0,5.4155,199200.0,<1H OCEAN
+-116.88,33.05,11.0,7217.0,1583.0,4197.0,1502.0,2.8827,166700.0,<1H OCEAN
+-116.88,33.02,16.0,3204.0,541.0,1818.0,529.0,5.2596,171500.0,<1H OCEAN
+-116.9,33.03,11.0,3213.0,634.0,1975.0,579.0,3.475,167200.0,<1H OCEAN
+-116.86,33.05,17.0,9044.0,1689.0,5030.0,1596.0,3.6348,164500.0,<1H OCEAN
+-116.86,33.02,17.0,401.0,68.0,251.0,69.0,4.6518,170200.0,<1H OCEAN
+-116.84,33.02,11.0,1227.0,202.0,645.0,198.0,5.6674,209800.0,<1H OCEAN
+-116.74,33.33,17.0,4190.0,946.0,1802.0,673.0,2.4744,158200.0,INLAND
+-116.68,33.16,26.0,1820.0,374.0,1001.0,324.0,2.1797,156300.0,INLAND
+-116.6,33.06,23.0,1731.0,365.0,612.0,258.0,2.7813,172900.0,INLAND
+-116.58,33.09,36.0,992.0,224.0,334.0,126.0,3.0089,134400.0,INLAND
+-116.56,33.05,15.0,1985.0,361.0,536.0,209.0,4.125,148200.0,INLAND
+-116.61,33.04,11.0,2522.0,538.0,616.0,269.0,3.875,198100.0,INLAND
+-116.66,33.09,24.0,1378.0,272.0,532.0,188.0,1.5909,221900.0,INLAND
+-116.67,32.97,16.0,349.0,74.0,120.0,43.0,5.359,193800.0,<1H OCEAN
+-116.52,32.9,18.0,4454.0,852.0,1754.0,656.0,4.57,189900.0,INLAND
+-116.34,33.36,24.0,2746.0,514.0,731.0,295.0,3.3214,176400.0,INLAND
+-116.32,33.28,19.0,1791.0,367.0,327.0,185.0,3.3625,100000.0,INLAND
+-116.26,33.07,17.0,934.0,284.0,452.0,184.0,1.9875,83700.0,INLAND
+-116.28,32.84,18.0,382.0,128.0,194.0,69.0,2.5179,58800.0,INLAND
+-116.37,33.19,12.0,4890.0,1152.0,1289.0,570.0,2.5795,98700.0,INLAND
+-116.58,32.69,19.0,4085.0,876.0,2133.0,718.0,2.919,116500.0,INLAND
+-116.45,32.65,22.0,2680.0,643.0,1644.0,516.0,2.1949,127100.0,INLAND
+-116.35,32.74,16.0,2595.0,606.0,1046.0,367.0,1.7137,110700.0,INLAND
+-116.2,32.64,28.0,1608.0,409.0,567.0,254.0,1.4648,61800.0,INLAND
+-116.75,32.85,17.0,4863.0,845.0,2266.0,769.0,4.2321,217400.0,<1H OCEAN
+-116.79,32.84,12.0,4281.0,786.0,1891.0,721.0,3.5769,231800.0,<1H OCEAN
+-116.76,32.84,16.0,3311.0,702.0,1627.0,624.0,3.1196,187200.0,<1H OCEAN
+-116.77,32.82,16.0,3688.0,817.0,1969.0,767.0,2.875,222900.0,<1H OCEAN
+-116.75,32.82,17.0,3348.0,481.0,1222.0,443.0,6.6361,308600.0,<1H OCEAN
+-116.8,32.8,11.0,3874.0,565.0,1672.0,546.0,6.1481,274600.0,<1H OCEAN
+-116.62,32.86,18.0,4115.0,847.0,2032.0,745.0,4.0159,169100.0,<1H OCEAN
+-116.66,32.79,13.0,843.0,,918.0,152.0,6.2152,240600.0,<1H OCEAN
+-116.87,32.75,15.0,2053.0,321.0,993.0,309.0,5.5164,248900.0,<1H OCEAN
+-116.91,32.73,8.0,4630.0,624.0,2048.0,575.0,6.4745,300300.0,<1H OCEAN
+-116.87,32.72,13.0,3268.0,491.0,1431.0,503.0,5.7652,259900.0,<1H OCEAN
+-116.89,32.67,9.0,2652.0,393.0,1355.0,362.0,6.2578,293100.0,<1H OCEAN
+-116.76,32.74,14.0,4085.0,751.0,2129.0,688.0,4.7367,214500.0,<1H OCEAN
+-116.79,32.61,19.0,2652.0,520.0,1421.0,491.0,3.5227,206100.0,<1H OCEAN
+-122.41,37.81,25.0,1178.0,545.0,592.0,441.0,3.6728,500001.0,NEAR BAY
+-122.41,37.81,31.0,3991.0,1311.0,2305.0,1201.0,1.8981,500001.0,NEAR BAY
+-122.42,37.81,52.0,1314.0,317.0,473.0,250.0,4.3472,500001.0,NEAR BAY
+-122.42,37.8,52.0,2852.0,581.0,838.0,510.0,8.0755,500001.0,NEAR BAY
+-122.42,37.8,52.0,4985.0,1355.0,1848.0,1255.0,4.9211,500001.0,NEAR BAY
+-122.42,37.8,50.0,2494.0,731.0,958.0,712.0,3.2356,500001.0,NEAR BAY
+-122.42,37.8,52.0,741.0,170.0,277.0,165.0,4.4712,500001.0,NEAR BAY
+-122.41,37.8,52.0,2583.0,672.0,1335.0,613.0,3.1477,500001.0,NEAR BAY
+-122.41,37.8,52.0,2618.0,611.0,1328.0,559.0,4.1607,350000.0,NEAR BAY
+-122.41,37.8,52.0,3278.0,775.0,1279.0,709.0,5.4378,500001.0,NEAR BAY
+-122.41,37.8,52.0,812.0,252.0,629.0,247.0,2.5875,500001.0,NEAR BAY
+-122.41,37.8,52.0,4088.0,946.0,1906.0,863.0,3.6065,433300.0,NEAR BAY
+-122.41,37.8,52.0,1288.0,309.0,437.0,272.0,6.3245,500001.0,NEAR BAY
+-122.4,37.8,52.0,1860.0,575.0,679.0,448.0,4.775,500001.0,NEAR BAY
+-122.4,37.8,52.0,2094.0,568.0,920.0,503.0,4.2015,412500.0,NEAR BAY
+-122.4,37.81,12.0,1349.0,349.0,536.0,334.0,7.7852,250000.0,NEAR BAY
+-122.41,37.8,52.0,2450.0,741.0,1415.0,664.0,2.8229,375000.0,NEAR BAY
+-122.4,37.8,52.0,1642.0,570.0,1432.0,513.0,1.9063,300000.0,NEAR BAY
+-122.41,37.8,52.0,1394.0,395.0,1700.0,400.0,2.75,168800.0,NEAR BAY
+-122.41,37.8,52.0,1724.0,416.0,1016.0,395.0,3.3839,400000.0,NEAR BAY
+-122.41,37.8,52.0,1866.0,748.0,2957.0,710.0,1.8295,243800.0,NEAR BAY
+-122.41,37.8,30.0,1821.0,738.0,1648.0,684.0,0.8836,450000.0,NEAR BAY
+-122.41,37.8,52.0,3697.0,837.0,1446.0,711.0,5.866,500001.0,NEAR BAY
+-122.41,37.8,52.0,2892.0,751.0,1785.0,733.0,3.5746,350000.0,NEAR BAY
+-122.41,37.79,52.0,3598.0,1011.0,2062.0,966.0,2.9871,380000.0,NEAR BAY
+-122.42,37.8,52.0,2797.0,685.0,1156.0,651.0,4.3472,500001.0,NEAR BAY
+-122.42,37.8,52.0,3823.0,1040.0,1830.0,977.0,4.2458,450000.0,NEAR BAY
+-122.42,37.8,52.0,3321.0,1115.0,1576.0,1034.0,2.0987,458300.0,NEAR BAY
+-122.42,37.8,52.0,1777.0,486.0,932.0,427.0,3.3643,420000.0,NEAR BAY
+-122.42,37.8,52.0,3067.0,870.0,2122.0,850.0,2.5603,287500.0,NEAR BAY
+-122.42,37.79,52.0,3457.0,1021.0,2286.0,994.0,2.565,225000.0,NEAR BAY
+-122.42,37.79,52.0,3364.0,1100.0,2112.0,1045.0,2.1343,400000.0,NEAR BAY
+-122.42,37.79,52.0,3511.0,1232.0,2452.0,1131.0,2.5013,275000.0,NEAR BAY
+-122.41,37.79,52.0,2909.0,851.0,1711.0,830.0,3.0296,500001.0,NEAR BAY
+-122.41,37.79,52.0,3302.0,869.0,1178.0,727.0,3.3681,500001.0,NEAR BAY
+-122.41,37.79,52.0,2161.0,544.0,904.0,431.0,3.5066,350000.0,NEAR BAY
+-122.41,37.8,52.0,1999.0,642.0,1846.0,620.0,1.9145,225000.0,NEAR BAY
+-122.41,37.79,52.0,2302.0,938.0,1515.0,861.0,1.3668,55000.0,NEAR BAY
+-122.41,37.8,52.0,3260.0,1535.0,3260.0,1457.0,0.9,500001.0,NEAR BAY
+-122.39,37.8,25.0,4561.0,1474.0,1525.0,1169.0,4.5581,500001.0,NEAR BAY
+-122.4,37.79,52.0,1185.0,660.0,1007.0,623.0,1.4552,450000.0,NEAR BAY
+-122.41,37.79,52.0,1436.0,738.0,1688.0,662.0,1.5156,237500.0,NEAR BAY
+-122.41,37.79,52.0,3610.0,1286.0,1504.0,1047.0,3.2059,500001.0,NEAR BAY
+-122.41,37.79,52.0,6016.0,2509.0,3436.0,2119.0,2.5166,275000.0,NEAR BAY
+-122.42,37.79,52.0,2737.0,1241.0,1761.0,1029.0,1.8068,225000.0,NEAR BAY
+-122.41,37.79,52.0,5783.0,2747.0,4518.0,2538.0,1.724,225000.0,NEAR BAY
+-122.42,37.78,26.0,812.0,507.0,628.0,445.0,2.3304,500001.0,NEAR BAY
+-122.42,37.78,27.0,1728.0,884.0,1211.0,752.0,0.8543,500001.0,NEAR BAY
+-122.43,37.81,39.0,3275.0,837.0,1137.0,725.0,3.7679,500001.0,NEAR BAY
+-122.44,37.8,52.0,3830.0,,1310.0,963.0,3.4801,500001.0,NEAR BAY
+-122.44,37.8,52.0,1724.0,412.0,540.0,319.0,4.2857,500001.0,NEAR BAY
+-122.43,37.81,52.0,4309.0,942.0,1297.0,798.0,4.6781,500001.0,NEAR BAY
+-122.45,37.81,52.0,1375.0,322.0,287.0,184.0,3.9028,500001.0,NEAR BAY
+-122.44,37.8,52.0,2869.0,594.0,500.0,335.0,5.0376,500001.0,NEAR BAY
+-122.44,37.8,52.0,3257.0,735.0,1045.0,620.0,4.5523,500001.0,NEAR BAY
+-122.44,37.8,52.0,1580.0,470.0,714.0,448.0,3.2447,500001.0,NEAR BAY
+-122.44,37.8,52.0,1006.0,291.0,445.0,257.0,2.7717,500000.0,NEAR BAY
+-122.44,37.8,52.0,3149.0,719.0,1145.0,658.0,4.625,500001.0,NEAR BAY
+-122.44,37.8,52.0,3161.0,472.0,842.0,410.0,7.9761,500001.0,NEAR BAY
+-122.44,37.8,52.0,2865.0,593.0,1029.0,577.0,5.2539,500001.0,NEAR BAY
+-122.44,37.8,52.0,1603.0,487.0,727.0,464.0,3.9856,500001.0,NEAR BAY
+-122.43,37.8,52.0,3172.0,848.0,1259.0,806.0,4.1047,466700.0,NEAR BAY
+-122.43,37.8,52.0,2788.0,813.0,1302.0,764.0,4.199,400000.0,NEAR BAY
+-122.43,37.8,52.0,2994.0,821.0,1240.0,779.0,3.3715,500000.0,NEAR BAY
+-122.43,37.8,52.0,1976.0,726.0,1045.0,669.0,3.6893,475000.0,NEAR BAY
+-122.43,37.8,52.0,1006.0,251.0,349.0,233.0,3.2235,500000.0,NEAR BAY
+-122.43,37.8,52.0,1380.0,322.0,553.0,288.0,4.0417,500001.0,NEAR BAY
+-122.42,37.8,52.0,2657.0,772.0,1014.0,685.0,4.038,500001.0,NEAR BAY
+-122.43,37.8,52.0,2696.0,572.0,925.0,552.0,5.0365,500000.0,NEAR BAY
+-122.43,37.8,52.0,2520.0,649.0,959.0,607.0,5.7934,500001.0,NEAR BAY
+-122.43,37.8,52.0,2802.0,622.0,954.0,572.0,4.5399,500001.0,NEAR BAY
+-122.42,37.8,52.0,4079.0,1112.0,1466.0,1024.0,4.5913,500001.0,NEAR BAY
+-122.42,37.79,48.0,4506.0,1342.0,1980.0,1239.0,4.0156,500001.0,NEAR BAY
+-122.43,37.79,52.0,3565.0,892.0,1377.0,852.0,3.8068,500001.0,NEAR BAY
+-122.43,37.79,52.0,3486.0,847.0,1248.0,813.0,7.2623,500001.0,NEAR BAY
+-122.43,37.79,52.0,6186.0,1566.0,2065.0,1374.0,5.8543,500001.0,NEAR BAY
+-122.44,37.79,52.0,1979.0,359.0,648.0,370.0,5.3124,500001.0,NEAR BAY
+-122.44,37.79,52.0,1335.0,151.0,402.0,157.0,10.8783,500001.0,NEAR BAY
+-122.44,37.79,52.0,2045.0,353.0,722.0,327.0,8.0755,500001.0,NEAR BAY
+-122.44,37.79,52.0,1447.0,186.0,483.0,181.0,15.0001,500001.0,NEAR BAY
+-122.45,37.79,52.0,2196.0,280.0,668.0,291.0,10.0914,500001.0,NEAR BAY
+-122.45,37.79,52.0,3069.0,579.0,1107.0,536.0,5.5634,500001.0,NEAR BAY
+-122.45,37.79,52.0,1734.0,482.0,731.0,429.0,1.4804,425000.0,NEAR BAY
+-122.45,37.79,52.0,1457.0,215.0,495.0,208.0,10.7097,500001.0,NEAR BAY
+-122.46,37.79,52.0,899.0,96.0,304.0,110.0,14.2959,500001.0,NEAR BAY
+-122.46,37.79,52.0,2106.0,373.0,743.0,348.0,5.2909,500001.0,NEAR BAY
+-122.44,37.79,52.0,1817.0,535.0,800.0,487.0,3.975,500001.0,NEAR BAY
+-122.44,37.79,52.0,3640.0,840.0,1525.0,796.0,4.4375,500001.0,NEAR BAY
+-122.44,37.79,52.0,3785.0,808.0,1371.0,799.0,6.4209,500001.0,NEAR BAY
+-122.43,37.79,52.0,3522.0,938.0,1319.0,887.0,4.3986,500001.0,NEAR BAY
+-122.43,37.79,52.0,3219.0,969.0,1152.0,830.0,4.2042,500001.0,NEAR BAY
+-122.42,37.79,52.0,2511.0,895.0,1202.0,804.0,2.6607,87500.0,NEAR BAY
+-122.42,37.79,6.0,670.0,301.0,655.0,284.0,3.4423,117500.0,NEAR BAY
+-122.43,37.79,50.0,3312.0,1095.0,1475.0,997.0,2.7165,500001.0,NEAR BAY
+-122.43,37.79,52.0,3020.0,842.0,1294.0,769.0,3.4375,500001.0,NEAR BAY
+-122.43,37.79,25.0,1637.0,394.0,649.0,379.0,5.0049,460000.0,NEAR BAY
+-122.44,37.79,52.0,1903.0,461.0,831.0,433.0,4.4464,500001.0,NEAR BAY
+-122.44,37.79,52.0,2083.0,491.0,1224.0,483.0,4.0882,468800.0,NEAR BAY
+-122.44,37.79,52.0,1726.0,384.0,614.0,356.0,3.6812,500000.0,NEAR BAY
+-122.44,37.78,52.0,2695.0,657.0,1243.0,573.0,2.8569,372200.0,NEAR BAY
+-122.45,37.78,45.0,2747.0,699.0,1320.0,693.0,3.1576,333300.0,NEAR BAY
+-122.45,37.79,46.0,2009.0,464.0,761.0,453.0,3.7188,500001.0,NEAR BAY
+-122.45,37.78,52.0,3975.0,716.0,1515.0,691.0,5.0156,500001.0,NEAR BAY
+-122.43,37.79,24.0,2459.0,1001.0,1362.0,957.0,2.6782,450000.0,NEAR BAY
+-122.43,37.78,10.0,2380.0,843.0,1245.0,789.0,1.3062,220000.0,NEAR BAY
+-122.44,37.78,39.0,1181.0,310.0,901.0,281.0,1.4866,237500.0,NEAR BAY
+-122.45,37.78,52.0,1345.0,291.0,560.0,294.0,3.7159,494400.0,NEAR BAY
+-122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,355300.0,NEAR BAY
+-122.46,37.78,47.0,1682.0,379.0,837.0,375.0,5.2806,400000.0,NEAR BAY
+-122.44,37.78,37.0,1235.0,314.0,481.0,297.0,3.6875,492300.0,NEAR BAY
+-122.44,37.78,52.0,3510.0,791.0,1703.0,657.0,2.8654,280000.0,NEAR BAY
+-122.44,37.78,44.0,1545.0,334.0,561.0,326.0,3.875,412500.0,NEAR BAY
+-122.45,37.78,43.0,1452.0,397.0,897.0,393.0,4.1319,322700.0,NEAR BAY
+-122.45,37.78,48.0,1013.0,194.0,464.0,205.0,3.2011,428300.0,NEAR BAY
+-122.45,37.78,52.0,2033.0,438.0,2198.0,418.0,3.6667,418400.0,NEAR BAY
+-122.44,37.78,16.0,883.0,236.0,601.0,219.0,2.151,146900.0,NEAR BAY
+-122.43,37.78,49.0,2246.0,587.0,1277.0,546.0,2.9792,350000.0,NEAR BAY
+-122.44,37.78,52.0,3017.0,851.0,1588.0,800.0,3.3882,471400.0,NEAR BAY
+-122.44,37.78,52.0,2747.0,736.0,1309.0,653.0,2.943,341700.0,NEAR BAY
+-122.44,37.78,52.0,1118.0,279.0,514.0,284.0,2.4196,346200.0,NEAR BAY
+-122.44,37.78,31.0,1364.0,386.0,707.0,379.0,3.1607,293800.0,NEAR BAY
+-122.43,37.78,26.0,3587.0,1034.0,1821.0,936.0,2.6392,287500.0,NEAR BAY
+-122.43,37.78,2.0,1205.0,468.0,577.0,363.0,3.6437,275000.0,NEAR BAY
+-122.42,37.78,19.0,4065.0,1645.0,2079.0,1470.0,3.1462,187500.0,NEAR BAY
+-122.42,37.78,17.0,1257.0,339.0,1093.0,384.0,1.8438,72500.0,NEAR BAY
+-122.43,37.78,17.0,2728.0,908.0,1670.0,893.0,1.077,115000.0,NEAR BAY
+-122.43,37.78,24.0,2037.0,696.0,1371.0,585.0,0.9355,112500.0,NEAR BAY
+-122.42,37.78,52.0,989.0,425.0,634.0,341.0,2.4414,275000.0,NEAR BAY
+-122.42,37.78,52.0,1254.0,469.0,895.0,456.0,2.1516,187500.0,NEAR BAY
+-122.43,37.78,29.0,1310.0,364.0,1009.0,379.0,1.3844,177500.0,NEAR BAY
+-122.43,37.78,52.0,1952.0,628.0,1284.0,576.0,2.105,316700.0,NEAR BAY
+-122.43,37.78,52.0,4014.0,1069.0,2070.0,927.0,2.8202,442900.0,NEAR BAY
+-122.43,37.77,52.0,3944.0,1072.0,1913.0,973.0,2.9567,425000.0,NEAR BAY
+-122.44,37.78,52.0,2911.0,753.0,1696.0,676.0,2.5721,475000.0,NEAR BAY
+-122.44,37.77,52.0,2705.0,647.0,1355.0,628.0,2.0161,364300.0,NEAR BAY
+-122.45,37.77,52.0,2339.0,548.0,1090.0,507.0,3.3679,350000.0,NEAR BAY
+-122.45,37.77,52.0,3188.0,708.0,1526.0,664.0,3.3068,500001.0,NEAR BAY
+-122.45,37.77,52.0,1722.0,465.0,885.0,437.0,3.0906,500001.0,NEAR BAY
+-122.44,37.77,52.0,3475.0,807.0,1518.0,777.0,3.6186,500001.0,NEAR BAY
+-122.45,37.77,52.0,2296.0,509.0,1039.0,472.0,4.1417,500000.0,NEAR BAY
+-122.45,37.77,52.0,2191.0,627.0,1100.0,585.0,3.0409,500000.0,NEAR BAY
+-122.45,37.77,52.0,2645.0,626.0,1275.0,553.0,3.35,492900.0,NEAR BAY
+-122.43,37.77,52.0,3563.0,832.0,1712.0,787.0,3.3702,335700.0,NEAR BAY
+-122.43,37.77,52.0,1760.0,366.0,742.0,318.0,4.445,400000.0,NEAR BAY
+-122.44,37.77,52.0,2002.0,520.0,939.0,501.0,3.2239,488900.0,NEAR BAY
+-122.44,37.77,52.0,2994.0,736.0,1428.0,700.0,3.0766,438900.0,NEAR BAY
+-122.42,37.77,52.0,1086.0,349.0,589.0,361.0,2.5186,250000.0,NEAR BAY
+-122.42,37.77,52.0,1925.0,568.0,867.0,515.0,2.879,450000.0,NEAR BAY
+-122.43,37.77,52.0,1567.0,482.0,654.0,425.0,2.6914,366700.0,NEAR BAY
+-122.43,37.77,52.0,2514.0,729.0,1428.0,597.0,2.3977,412500.0,NEAR BAY
+-122.43,37.77,52.0,2416.0,620.0,1188.0,591.0,2.3887,337500.0,NEAR BAY
+-122.43,37.77,52.0,1862.0,472.0,872.0,471.0,3.2981,222700.0,NEAR BAY
+-122.43,37.77,52.0,4397.0,1116.0,1939.0,1053.0,2.7587,354500.0,NEAR BAY
+-122.43,37.77,52.0,2685.0,629.0,1170.0,614.0,3.6894,418800.0,NEAR BAY
+-122.44,37.77,52.0,2537.0,559.0,849.0,530.0,5.1788,476900.0,NEAR BAY
+-122.44,37.77,52.0,5604.0,1268.0,2023.0,1196.0,4.4085,400000.0,NEAR BAY
+-122.44,37.76,38.0,2202.0,452.0,833.0,435.0,6.8939,455900.0,NEAR BAY
+-122.44,37.77,52.0,3225.0,667.0,1494.0,619.0,4.4875,500001.0,NEAR BAY
+-122.44,37.77,52.0,3505.0,745.0,1374.0,714.0,4.3667,500001.0,NEAR BAY
+-122.45,37.76,50.0,2518.0,507.0,979.0,516.0,4.6912,500001.0,NEAR BAY
+-122.45,37.76,52.0,1457.0,292.0,621.0,315.0,4.6477,450000.0,NEAR BAY
+-122.45,37.77,52.0,3095.0,682.0,1269.0,639.0,3.575,500001.0,NEAR BAY
+-122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,500001.0,NEAR BAY
+-122.41,37.78,52.0,1928.0,836.0,2124.0,739.0,1.1185,55000.0,NEAR BAY
+-122.41,37.78,52.0,1534.0,763.0,1520.0,614.0,1.4554,375000.0,NEAR BAY
+-122.41,37.78,52.0,254.0,72.0,153.0,29.0,3.8625,350000.0,NEAR BAY
+-122.41,37.77,52.0,361.0,76.0,168.0,55.0,3.2292,275000.0,NEAR BAY
+-122.41,37.77,52.0,1963.0,565.0,1628.0,524.0,2.6083,193800.0,NEAR BAY
+-122.4,37.78,32.0,352.0,132.0,313.0,105.0,2.5742,350000.0,NEAR BAY
+-122.41,37.77,52.0,849.0,276.0,582.0,222.0,3.4671,250000.0,NEAR BAY
+-122.41,37.78,52.0,1014.0,422.0,1055.0,382.0,1.8519,32500.0,NEAR BAY
+-122.39,37.78,3.0,3464.0,1179.0,1441.0,919.0,4.7105,275000.0,NEAR BAY
+-122.39,37.78,5.0,1405.0,515.0,725.0,392.0,3.6037,187500.0,NEAR BAY
+-122.39,37.79,52.0,94.0,24.0,113.0,27.0,4.6563,350000.0,NEAR BAY
+-122.37,37.81,26.0,5416.0,1045.0,4531.0,962.0,2.7909,250000.0,NEAR BAY
+-122.4,37.78,52.0,464.0,202.0,286.0,148.0,1.6125,112500.0,NEAR BAY
+-122.4,37.77,52.0,144.0,63.0,1061.0,68.0,4.3958,225000.0,NEAR BAY
+-122.42,37.77,52.0,759.0,323.0,421.0,255.0,2.0548,162500.0,NEAR BAY
+-122.42,37.77,52.0,1176.0,493.0,1136.0,436.0,1.375,312500.0,NEAR BAY
+-122.42,37.76,37.0,1291.0,588.0,1846.0,557.0,1.3365,225000.0,NEAR BAY
+-122.42,37.77,52.0,2185.0,656.0,1266.0,626.0,2.7794,350000.0,NEAR BAY
+-122.42,37.77,52.0,4226.0,1315.0,2619.0,1242.0,2.5755,325000.0,NEAR BAY
+-122.42,37.76,52.0,3587.0,1030.0,2259.0,979.0,2.5403,250000.0,NEAR BAY
+-122.43,37.77,52.0,2714.0,779.0,1438.0,733.0,3.6031,275000.0,NEAR BAY
+-122.43,37.76,52.0,1582.0,353.0,868.0,329.0,3.8261,250000.0,NEAR BAY
+-122.43,37.76,52.0,2250.0,566.0,1051.0,562.0,2.8458,350000.0,NEAR BAY
+-122.44,37.76,52.0,2959.0,683.0,1145.0,666.0,4.2222,361600.0,NEAR BAY
+-122.44,37.76,30.0,5089.0,1210.0,1935.0,1139.0,4.6053,386100.0,NEAR BAY
+-122.44,37.75,28.0,4930.0,1381.0,2232.0,1321.0,4.3232,316200.0,NEAR BAY
+-122.44,37.76,35.0,1581.0,422.0,580.0,388.0,4.05,423100.0,NEAR BAY
+-122.44,37.76,50.0,2589.0,569.0,945.0,544.0,5.2519,376600.0,NEAR BAY
+-122.45,37.76,51.0,2564.0,457.0,810.0,442.0,5.6235,500001.0,NEAR BAY
+-122.44,37.76,52.0,1968.0,472.0,784.0,430.0,3.3702,370000.0,NEAR BAY
+-122.44,37.76,52.0,2110.0,454.0,816.0,438.0,3.9079,370000.0,NEAR BAY
+-122.44,37.76,52.0,2509.0,496.0,855.0,478.0,5.0731,405400.0,NEAR BAY
+-122.43,37.76,52.0,3771.0,1017.0,1575.0,921.0,3.5655,427300.0,NEAR BAY
+-122.43,37.76,52.0,2242.0,459.0,751.0,464.0,4.75,500001.0,NEAR BAY
+-122.43,37.76,52.0,2356.0,501.0,909.0,481.0,4.2569,455400.0,NEAR BAY
+-122.43,37.76,52.0,3708.0,849.0,1531.0,822.0,3.3565,386400.0,NEAR BAY
+-122.42,37.76,52.0,4407.0,1192.0,2280.0,1076.0,3.3937,270000.0,NEAR BAY
+-122.42,37.76,52.0,4001.0,1084.0,2129.0,1037.0,3.5052,391200.0,NEAR BAY
+-122.42,37.76,52.0,2088.0,487.0,1082.0,488.0,2.6803,490000.0,NEAR BAY
+-122.42,37.76,52.0,1190.0,400.0,1270.0,332.0,2.0329,225000.0,NEAR BAY
+-122.42,37.76,52.0,2038.0,629.0,2007.0,596.0,2.5701,266700.0,NEAR BAY
+-122.42,37.76,52.0,1494.0,610.0,1630.0,590.0,1.65,265000.0,NEAR BAY
+-122.42,37.76,46.0,2150.0,817.0,2075.0,807.0,1.3824,212500.0,NEAR BAY
+-122.42,37.75,52.0,1855.0,611.0,1715.0,614.0,2.1289,250000.0,NEAR BAY
+-122.42,37.75,52.0,1207.0,302.0,1008.0,269.0,3.3816,262500.0,NEAR BAY
+-122.42,37.75,52.0,801.0,272.0,639.0,259.0,2.1971,275000.0,NEAR BAY
+-122.42,37.75,52.0,1609.0,510.0,1155.0,439.0,2.2328,250000.0,NEAR BAY
+-122.42,37.75,52.0,1974.0,525.0,935.0,465.0,2.7173,300000.0,NEAR BAY
+-122.42,37.75,52.0,2112.0,528.0,1227.0,513.0,3.5536,400000.0,NEAR BAY
+-122.42,37.75,52.0,2708.0,762.0,1460.0,741.0,2.9052,400000.0,NEAR BAY
+-122.42,37.75,52.0,1564.0,396.0,1162.0,374.0,3.0,275000.0,NEAR BAY
+-122.43,37.75,52.0,2700.0,595.0,1181.0,575.0,3.575,396800.0,NEAR BAY
+-122.43,37.75,52.0,1970.0,495.0,871.0,474.0,4.0625,355600.0,NEAR BAY
+-122.43,37.75,52.0,2459.0,507.0,1012.0,475.0,4.0568,387900.0,NEAR BAY
+-122.43,37.76,52.0,2332.0,434.0,861.0,406.0,4.4318,437500.0,NEAR BAY
+-122.43,37.75,52.0,2285.0,509.0,839.0,456.0,4.7946,355600.0,NEAR BAY
+-122.44,37.75,52.0,3114.0,637.0,1144.0,591.0,4.0,375000.0,NEAR BAY
+-122.44,37.75,52.0,2082.0,425.0,801.0,411.0,4.2708,368900.0,NEAR BAY
+-122.43,37.75,52.0,2721.0,581.0,1043.0,519.0,3.7545,383700.0,NEAR BAY
+-122.44,37.75,46.0,1519.0,291.0,573.0,289.0,4.2667,338800.0,NEAR BAY
+-122.44,37.75,52.0,1573.0,334.0,725.0,338.0,5.0505,380400.0,NEAR BAY
+-122.43,37.75,52.0,1615.0,393.0,633.0,378.0,3.5114,347500.0,NEAR BAY
+-122.43,37.75,52.0,3521.0,767.0,1415.0,687.0,4.875,362200.0,NEAR BAY
+-122.43,37.75,52.0,2960.0,623.0,1191.0,589.0,3.95,347700.0,NEAR BAY
+-122.42,37.75,52.0,2164.0,533.0,1122.0,469.0,3.2632,306000.0,NEAR BAY
+-122.42,37.74,52.0,2713.0,624.0,1370.0,594.0,4.6547,325700.0,NEAR BAY
+-122.42,37.74,52.0,1786.0,427.0,856.0,394.0,3.0833,328100.0,NEAR BAY
+-122.43,37.74,52.0,2229.0,498.0,1079.0,472.0,5.0196,324300.0,NEAR BAY
+-122.43,37.75,52.0,2155.0,468.0,962.0,490.0,3.775,325900.0,NEAR BAY
+-122.43,37.75,40.0,4850.0,977.0,1824.0,952.0,5.0519,356100.0,NEAR BAY
+-122.44,37.75,21.0,5457.0,1247.0,2304.0,1180.0,4.5469,409700.0,NEAR BAY
+-122.44,37.74,23.0,6291.0,1269.0,2818.0,1198.0,4.2672,391900.0,NEAR BAY
+-122.44,37.74,52.0,2074.0,366.0,909.0,394.0,4.8382,294900.0,NEAR BAY
+-122.44,37.74,23.0,184.0,44.0,118.0,40.0,4.5375,350000.0,NEAR BAY
+-122.43,37.74,52.0,3328.0,653.0,1260.0,614.0,4.7437,331000.0,NEAR BAY
+-122.43,37.74,52.0,2637.0,539.0,1159.0,497.0,3.8846,333100.0,NEAR BAY
+-122.43,37.74,52.0,1514.0,314.0,724.0,301.0,5.3292,300900.0,NEAR BAY
+-122.43,37.73,52.0,1142.0,224.0,494.0,206.0,5.0602,298900.0,NEAR BAY
+-122.43,37.73,52.0,1029.0,205.0,461.0,212.0,5.0782,310800.0,NEAR BAY
+-122.38,37.76,52.0,248.0,68.0,124.0,51.0,1.4886,450000.0,NEAR BAY
+-122.39,37.76,52.0,624.0,170.0,410.0,148.0,4.0042,208300.0,NEAR BAY
+-122.39,37.76,52.0,157.0,28.0,88.0,27.0,3.675,162500.0,NEAR BAY
+-122.39,37.76,52.0,1877.0,427.0,712.0,398.0,3.9722,290900.0,NEAR BAY
+-122.39,37.76,52.0,2316.0,468.0,1047.0,476.0,4.5057,321600.0,NEAR BAY
+-122.39,37.76,52.0,3390.0,691.0,1645.0,596.0,3.7051,253700.0,NEAR BAY
+-122.4,37.75,44.0,6848.0,1584.0,3269.0,1383.0,2.8679,243300.0,NEAR BAY
+-122.4,37.76,52.0,4265.0,912.0,1555.0,836.0,4.119,298300.0,NEAR BAY
+-122.4,37.76,52.0,1495.0,311.0,506.0,275.0,4.4375,320000.0,NEAR BAY
+-122.4,37.76,52.0,1185.0,246.0,480.0,253.0,4.4074,277300.0,NEAR BAY
+-122.41,37.76,52.0,1427.0,281.0,620.0,236.0,1.9944,262500.0,NEAR BAY
+-122.4,37.76,52.0,1529.0,385.0,1347.0,348.0,2.9312,239100.0,NEAR BAY
+-122.41,37.76,52.0,3452.0,784.0,2987.0,753.0,2.8135,260300.0,NEAR BAY
+-122.41,37.76,52.0,2064.0,496.0,1726.0,466.0,3.4028,233300.0,NEAR BAY
+-122.41,37.76,52.0,492.0,139.0,316.0,168.0,3.0865,225000.0,NEAR BAY
+-122.41,37.76,52.0,351.0,81.0,308.0,75.0,2.6667,325000.0,NEAR BAY
+-122.41,37.76,52.0,2479.0,515.0,1816.0,496.0,3.0774,300000.0,NEAR BAY
+-122.41,37.76,52.0,2605.0,678.0,2071.0,611.0,3.2964,265000.0,NEAR BAY
+-122.4,37.75,52.0,1182.0,307.0,1029.0,306.0,2.0577,214600.0,NEAR BAY
+-122.41,37.75,52.0,1057.0,276.0,837.0,292.0,2.4531,229000.0,NEAR BAY
+-122.41,37.75,52.0,1919.0,404.0,1483.0,421.0,3.4063,253900.0,NEAR BAY
+-122.41,37.75,52.0,1892.0,415.0,1442.0,371.0,4.2891,230000.0,NEAR BAY
+-122.41,37.75,52.0,1678.0,386.0,1220.0,357.0,2.5809,255300.0,NEAR BAY
+-122.41,37.75,52.0,2164.0,606.0,2034.0,513.0,2.0325,178100.0,NEAR BAY
+-122.41,37.75,52.0,2452.0,623.0,1932.0,549.0,2.3903,236100.0,NEAR BAY
+-122.41,37.75,9.0,1282.0,334.0,1176.0,305.0,2.6538,206300.0,NEAR BAY
+-122.39,37.74,42.0,4110.0,846.0,2147.0,674.0,2.5694,201000.0,NEAR BAY
+-122.39,37.73,43.0,4864.0,972.0,3134.0,959.0,4.3393,217300.0,NEAR BAY
+-122.4,37.73,45.0,3490.0,712.0,2337.0,781.0,3.4472,225400.0,NEAR BAY
+-122.4,37.74,45.0,2462.0,509.0,1587.0,450.0,2.59,211800.0,NEAR BAY
+-122.38,37.73,18.0,4037.0,990.0,2722.0,834.0,1.4282,140400.0,NEAR BAY
+-122.38,37.73,15.0,6804.0,1664.0,4737.0,1581.0,1.4133,203400.0,NEAR BAY
+-122.39,37.74,45.0,1462.0,308.0,924.0,302.0,2.1767,185300.0,NEAR BAY
+-122.38,37.73,20.0,120.0,27.0,55.0,19.0,2.625,187500.0,NEAR BAY
+-122.38,37.73,40.0,543.0,,259.0,89.0,2.2167,193800.0,NEAR BAY
+-122.38,37.73,38.0,1388.0,276.0,871.0,265.0,2.1667,193800.0,NEAR BAY
+-122.39,37.73,46.0,1517.0,299.0,879.0,309.0,2.2222,195100.0,NEAR BAY
+-122.39,37.73,52.0,1931.0,329.0,1025.0,293.0,2.9063,192000.0,NEAR BAY
+-122.39,37.73,52.0,1070.0,224.0,567.0,207.0,2.8603,189000.0,NEAR BAY
+-122.4,37.73,48.0,1489.0,326.0,1115.0,356.0,2.6364,199300.0,NEAR BAY
+-122.39,37.72,28.0,1609.0,340.0,1064.0,290.0,1.1125,206300.0,NEAR BAY
+-122.39,37.72,45.0,2893.0,570.0,1923.0,535.0,3.6607,192300.0,NEAR BAY
+-122.39,37.72,52.0,135.0,34.0,93.0,26.0,2.1484,181300.0,NEAR BAY
+-122.41,37.75,52.0,3065.0,622.0,1405.0,606.0,3.7813,275900.0,NEAR BAY
+-122.41,37.74,38.0,1754.0,382.0,928.0,354.0,4.1417,270800.0,NEAR BAY
+-122.41,37.74,34.0,1403.0,262.0,839.0,255.0,4.7031,255200.0,NEAR BAY
+-122.41,37.75,52.0,2524.0,559.0,1430.0,476.0,3.4073,254700.0,NEAR BAY
+-122.41,37.75,52.0,2515.0,576.0,1209.0,540.0,3.5912,284900.0,NEAR BAY
+-122.41,37.74,48.0,409.0,86.0,148.0,70.0,3.6687,335000.0,NEAR BAY
+-122.41,37.74,52.0,831.0,175.0,415.0,159.0,1.9464,249000.0,NEAR BAY
+-122.41,37.74,52.0,1842.0,339.0,1032.0,357.0,5.5563,250800.0,NEAR BAY
+-122.42,37.74,52.0,2019.0,418.0,999.0,448.0,4.2212,271300.0,NEAR BAY
+-122.42,37.74,52.0,1916.0,432.0,889.0,424.0,4.0391,279900.0,NEAR BAY
+-122.42,37.74,52.0,1674.0,346.0,734.0,335.0,3.8864,281300.0,NEAR BAY
+-122.42,37.74,52.0,1271.0,353.0,1076.0,324.0,2.9911,263900.0,NEAR BAY
+-122.42,37.75,52.0,2163.0,607.0,1447.0,546.0,3.3555,275000.0,NEAR BAY
+-122.41,37.74,43.0,1663.0,330.0,935.0,335.0,4.1552,240900.0,NEAR BAY
+-122.41,37.74,47.0,1728.0,398.0,1178.0,315.0,3.2813,229600.0,NEAR BAY
+-122.41,37.74,52.0,2058.0,399.0,1208.0,399.0,3.6429,230000.0,NEAR BAY
+-122.42,37.73,50.0,3426.0,769.0,2261.0,671.0,2.888,246400.0,NEAR BAY
+-122.42,37.74,52.0,1651.0,351.0,973.0,366.0,3.4583,240900.0,NEAR BAY
+-122.42,37.74,52.0,2084.0,550.0,1438.0,516.0,2.3087,258600.0,NEAR BAY
+-122.42,37.74,52.0,1540.0,370.0,1136.0,363.0,4.3125,243000.0,NEAR BAY
+-122.42,37.73,52.0,3230.0,654.0,1765.0,611.0,3.3333,292300.0,NEAR BAY
+-122.43,37.73,52.0,1583.0,347.0,935.0,341.0,4.6786,263200.0,NEAR BAY
+-122.43,37.73,49.0,1435.0,322.0,1008.0,329.0,4.0,264000.0,NEAR BAY
+-122.43,37.73,52.0,1386.0,276.0,729.0,274.0,3.6694,275500.0,NEAR BAY
+-122.43,37.72,48.0,1289.0,280.0,782.0,235.0,3.6719,259800.0,NEAR BAY
+-122.44,37.72,52.0,1775.0,347.0,1102.0,367.0,4.3125,267200.0,NEAR BAY
+-122.44,37.73,52.0,2381.0,492.0,1485.0,447.0,4.3898,270000.0,NEAR BAY
+-122.44,37.73,52.0,866.0,205.0,587.0,171.0,5.0224,261900.0,NEAR BAY
+-122.42,37.73,46.0,1819.0,411.0,1534.0,406.0,4.0132,229400.0,NEAR BAY
+-122.42,37.73,35.0,1871.0,342.0,1055.0,310.0,4.625,279300.0,NEAR BAY
+-122.42,37.73,35.0,1791.0,322.0,988.0,304.0,4.5769,254500.0,NEAR BAY
+-122.43,37.73,52.0,1985.0,401.0,1337.0,424.0,4.1071,240900.0,NEAR BAY
+-122.41,37.73,42.0,2604.0,573.0,1703.0,507.0,3.4231,230200.0,NEAR BAY
+-122.4,37.73,50.0,1947.0,411.0,1170.0,384.0,3.4769,238700.0,NEAR BAY
+-122.4,37.73,42.0,1413.0,406.0,1027.0,362.0,2.3625,233000.0,NEAR BAY
+-122.41,37.73,52.0,1931.0,358.0,1092.0,356.0,3.7835,271300.0,NEAR BAY
+-122.41,37.73,41.0,2115.0,378.0,1168.0,365.0,4.0642,272500.0,NEAR BAY
+-122.42,37.73,48.0,1474.0,308.0,998.0,330.0,4.0781,250300.0,NEAR BAY
+-122.4,37.72,47.0,1465.0,306.0,1119.0,315.0,4.2672,219400.0,NEAR BAY
+-122.4,37.72,37.0,971.0,248.0,647.0,208.0,2.1187,239300.0,NEAR BAY
+-122.41,37.73,33.0,2789.0,567.0,1682.0,552.0,3.8643,276200.0,NEAR BAY
+-122.41,37.72,35.0,2104.0,434.0,1225.0,410.0,4.8214,242900.0,NEAR BAY
+-122.41,37.72,32.0,1650.0,316.0,904.0,295.0,4.0583,236200.0,NEAR BAY
+-122.42,37.72,37.0,2638.0,546.0,1789.0,521.0,4.0071,244700.0,NEAR BAY
+-122.43,37.72,50.0,2912.0,562.0,1989.0,537.0,3.6667,252600.0,NEAR BAY
+-122.43,37.72,49.0,3427.0,696.0,2363.0,661.0,3.6885,254000.0,NEAR BAY
+-122.43,37.72,52.0,2206.0,478.0,1583.0,456.0,3.7105,250500.0,NEAR BAY
+-122.44,37.72,52.0,2890.0,571.0,1769.0,541.0,3.8274,252000.0,NEAR BAY
+-122.43,37.72,52.0,3351.0,719.0,2101.0,706.0,3.0107,242000.0,NEAR BAY
+-122.43,37.73,52.0,3602.0,738.0,2270.0,647.0,3.8934,251800.0,NEAR BAY
+-122.43,37.73,52.0,1494.0,306.0,1463.0,360.0,3.1786,222600.0,NEAR BAY
+-122.44,37.72,49.0,1557.0,405.0,1173.0,385.0,3.4605,265000.0,NEAR BAY
+-122.44,37.72,48.0,2675.0,585.0,1773.0,540.0,3.9565,268500.0,NEAR BAY
+-122.45,37.72,52.0,1729.0,319.0,890.0,300.0,4.3036,261800.0,NEAR BAY
+-122.44,37.72,52.0,1380.0,272.0,847.0,284.0,3.7143,260000.0,NEAR BAY
+-122.45,37.71,46.0,2559.0,506.0,1562.0,498.0,4.3846,270600.0,NEAR OCEAN
+-122.45,37.71,52.0,1658.0,322.0,1086.0,326.0,3.8583,261600.0,NEAR OCEAN
+-122.45,37.71,41.0,1578.0,351.0,1159.0,299.0,3.9167,243600.0,NEAR OCEAN
+-122.46,37.71,52.0,1580.0,337.0,1425.0,330.0,4.0547,246200.0,NEAR OCEAN
+-122.46,37.71,47.0,1527.0,283.0,1102.0,282.0,4.0,231600.0,NEAR OCEAN
+-122.43,37.71,35.0,2878.0,564.0,1633.0,528.0,4.5,266900.0,NEAR BAY
+-122.43,37.71,52.0,1508.0,278.0,1138.0,304.0,4.0234,266500.0,NEAR BAY
+-122.43,37.71,52.0,1410.0,286.0,879.0,282.0,3.1908,255600.0,NEAR BAY
+-122.44,37.72,52.0,1507.0,282.0,929.0,281.0,3.8958,247700.0,NEAR BAY
+-122.44,37.71,52.0,2711.0,591.0,1848.0,524.0,3.9567,251500.0,NEAR BAY
+-122.44,37.71,46.0,1230.0,247.0,895.0,257.0,5.3913,248900.0,NEAR BAY
+-122.44,37.71,31.0,2370.0,441.0,1524.0,470.0,5.0201,264100.0,NEAR BAY
+-122.45,37.71,34.0,3131.0,669.0,2204.0,600.0,3.5536,251000.0,NEAR OCEAN
+-122.4,37.72,40.0,1948.0,413.0,1434.0,396.0,3.0313,219100.0,NEAR BAY
+-122.4,37.71,40.0,1883.0,397.0,1411.0,438.0,3.0469,238000.0,NEAR BAY
+-122.41,37.71,47.0,2289.0,481.0,1697.0,465.0,3.4773,226300.0,NEAR BAY
+-122.41,37.71,28.0,5015.0,1240.0,3900.0,1029.0,1.2269,181900.0,NEAR BAY
+-122.41,37.71,40.0,2054.0,433.0,1738.0,429.0,4.9926,213900.0,NEAR BAY
+-122.41,37.71,49.0,1852.0,429.0,1615.0,447.0,3.495,217800.0,NEAR BAY
+-122.4,37.72,41.0,1975.0,440.0,1528.0,424.0,3.8625,218300.0,NEAR BAY
+-122.4,37.72,47.0,1167.0,250.0,953.0,253.0,4.2727,241900.0,NEAR BAY
+-122.45,37.77,52.0,2602.0,,1330.0,647.0,3.5435,278600.0,NEAR BAY
+-122.46,37.76,52.0,2236.0,545.0,1186.0,532.0,3.4531,414300.0,NEAR BAY
+-122.46,37.77,52.0,1824.0,388.0,799.0,363.0,3.75,435700.0,NEAR BAY
+-122.46,37.76,52.0,1817.0,449.0,948.0,380.0,3.93,390000.0,NEAR BAY
+-122.45,37.76,31.0,5283.0,1330.0,2659.0,1269.0,3.5744,500000.0,NEAR BAY
+-122.46,37.76,28.0,1072.0,165.0,363.0,168.0,6.1636,367700.0,NEAR BAY
+-122.46,37.75,26.0,2192.0,438.0,954.0,456.0,4.5352,374200.0,NEAR BAY
+-122.47,37.76,52.0,2941.0,783.0,1545.0,726.0,2.9899,406500.0,NEAR BAY
+-122.47,37.76,52.0,2680.0,740.0,1587.0,713.0,2.5933,359600.0,NEAR BAY
+-122.47,37.76,49.0,2842.0,670.0,1396.0,648.0,3.2679,345700.0,NEAR BAY
+-122.47,37.76,52.0,2465.0,489.0,1170.0,498.0,4.0793,306700.0,NEAR BAY
+-122.47,37.76,48.0,2064.0,484.0,1055.0,467.0,2.8711,329600.0,NEAR BAY
+-122.47,37.76,40.0,3525.0,941.0,1675.0,857.0,3.2083,330000.0,NEAR BAY
+-122.47,37.76,52.0,4001.0,809.0,1886.0,756.0,3.3239,350000.0,NEAR BAY
+-122.47,37.76,39.0,3200.0,689.0,1391.0,618.0,3.6346,338000.0,NEAR BAY
+-122.47,37.75,45.0,2399.0,426.0,911.0,423.0,4.4312,361000.0,NEAR BAY
+-122.47,37.75,51.0,2413.0,431.0,1095.0,437.0,4.0089,357000.0,NEAR BAY
+-122.47,37.75,49.0,2747.0,472.0,1281.0,448.0,5.482,366300.0,NEAR BAY
+-122.47,37.76,34.0,2807.0,487.0,1152.0,445.0,5.1893,420300.0,NEAR BAY
+-122.47,37.76,48.0,2464.0,459.0,1179.0,458.0,4.4946,358600.0,NEAR BAY
+-122.46,37.75,52.0,1590.0,236.0,622.0,232.0,5.8151,500001.0,NEAR BAY
+-122.46,37.75,52.0,1207.0,152.0,465.0,162.0,10.7569,500001.0,NEAR BAY
+-122.47,37.75,51.0,2713.0,396.0,1090.0,401.0,9.3603,500001.0,NEAR BAY
+-122.47,37.75,46.0,3238.0,544.0,1293.0,470.0,6.1592,381700.0,NEAR BAY
+-122.47,37.75,52.0,1598.0,285.0,689.0,265.0,4.6071,337400.0,NEAR BAY
+-122.47,37.74,52.0,1538.0,305.0,819.0,319.0,4.0846,333600.0,NEAR BAY
+-122.45,37.75,36.0,2303.0,381.0,862.0,371.0,6.0274,349000.0,NEAR BAY
+-122.45,37.75,36.0,1997.0,356.0,772.0,348.0,4.95,322600.0,NEAR BAY
+-122.45,37.75,35.0,1363.0,302.0,1786.0,301.0,3.0804,313400.0,NEAR BAY
+-122.46,37.75,52.0,1849.0,287.0,695.0,258.0,6.5372,394000.0,NEAR BAY
+-122.45,37.74,52.0,1596.0,276.0,642.0,273.0,4.375,349500.0,NEAR BAY
+-122.46,37.74,51.0,1905.0,291.0,707.0,284.0,6.2561,431000.0,NEAR BAY
+-122.45,37.74,46.0,6429.0,1093.0,2535.0,1109.0,5.0887,335100.0,NEAR BAY
+-122.44,37.73,43.0,3700.0,684.0,1488.0,623.0,5.5622,313600.0,NEAR BAY
+-122.45,37.74,38.0,5688.0,930.0,2263.0,908.0,6.203,346800.0,NEAR BAY
+-122.46,37.74,52.0,2180.0,326.0,856.0,326.0,5.3961,416900.0,NEAR BAY
+-122.46,37.74,52.0,2053.0,281.0,791.0,287.0,10.959,500001.0,NEAR BAY
+-122.47,37.74,52.0,2055.0,265.0,735.0,252.0,8.1189,500001.0,NEAR BAY
+-122.47,37.74,52.0,3797.0,668.0,1633.0,658.0,5.6787,363600.0,NEAR BAY
+-122.47,37.74,52.0,3688.0,640.0,1605.0,567.0,4.9537,365600.0,NEAR BAY
+-122.46,37.73,52.0,2673.0,349.0,876.0,338.0,7.8476,500001.0,NEAR BAY
+-122.46,37.73,52.0,3547.0,506.0,1276.0,491.0,8.0069,426800.0,NEAR BAY
+-122.46,37.72,52.0,2951.0,406.0,1115.0,397.0,6.7228,405200.0,NEAR OCEAN
+-122.47,37.73,52.0,2134.0,277.0,936.0,285.0,5.9245,484600.0,NEAR OCEAN
+-122.47,37.73,52.0,2151.0,280.0,762.0,274.0,10.7309,500001.0,NEAR OCEAN
+-122.47,37.73,50.0,1653.0,252.0,641.0,224.0,10.6605,500001.0,NEAR OCEAN
+-122.47,37.72,46.0,1836.0,319.0,767.0,302.0,5.9114,399000.0,NEAR OCEAN
+-122.46,37.73,52.0,2401.0,346.0,812.0,328.0,6.8322,394100.0,NEAR BAY
+-122.45,37.73,52.0,2510.0,438.0,1153.0,407.0,5.1238,335100.0,NEAR BAY
+-122.46,37.73,52.0,2857.0,469.0,1431.0,496.0,5.2088,344200.0,NEAR BAY
+-122.44,37.73,39.0,1912.0,,970.0,406.0,4.7813,275500.0,NEAR BAY
+-122.44,37.73,52.0,2838.0,567.0,1411.0,526.0,3.8304,261400.0,NEAR BAY
+-122.45,37.73,52.0,1350.0,241.0,752.0,246.0,3.2448,266200.0,NEAR BAY
+-122.45,37.73,52.0,2035.0,424.0,1193.0,430.0,5.0634,264200.0,NEAR BAY
+-122.44,37.73,46.0,3581.0,758.0,1670.0,703.0,4.1932,269200.0,NEAR BAY
+-122.45,37.72,52.0,982.0,197.0,653.0,171.0,4.2167,231900.0,NEAR BAY
+-122.45,37.72,46.0,1406.0,235.0,771.0,239.0,4.7143,219300.0,NEAR BAY
+-122.45,37.72,47.0,1773.0,345.0,1083.0,315.0,4.475,221200.0,NEAR BAY
+-122.45,37.72,51.0,2690.0,554.0,1795.0,539.0,3.6581,225000.0,NEAR BAY
+-122.46,37.72,47.0,1723.0,389.0,1216.0,399.0,3.3208,238600.0,NEAR OCEAN
+-122.46,37.72,49.0,1207.0,255.0,658.0,220.0,4.0859,228600.0,NEAR OCEAN
+-122.46,37.72,48.0,1690.0,339.0,962.0,317.0,3.2875,221500.0,NEAR OCEAN
+-122.46,37.72,45.0,2399.0,419.0,1225.0,399.0,4.0855,244100.0,NEAR OCEAN
+-122.46,37.72,39.0,2254.0,,1388.0,404.0,2.9688,232000.0,NEAR OCEAN
+-122.47,37.71,44.0,2547.0,511.0,1577.0,516.0,4.1939,237900.0,NEAR OCEAN
+-122.47,37.71,42.0,1961.0,427.0,1211.0,409.0,3.5156,239400.0,NEAR OCEAN
+-122.47,37.72,43.0,968.0,199.0,434.0,162.0,2.5333,239300.0,NEAR OCEAN
+-122.47,37.72,46.0,1453.0,306.0,817.0,310.0,3.0,246700.0,NEAR OCEAN
+-122.47,37.72,49.0,1690.0,307.0,770.0,294.0,4.5913,259700.0,NEAR OCEAN
+-122.45,37.72,45.0,964.0,173.0,613.0,201.0,2.9119,228900.0,NEAR BAY
+-122.45,37.71,45.0,2253.0,431.0,1382.0,392.0,4.2562,221600.0,NEAR OCEAN
+-122.46,37.71,52.0,1642.0,351.0,1138.0,340.0,4.1406,219500.0,NEAR OCEAN
+-122.46,37.71,49.0,1711.0,348.0,1138.0,325.0,2.875,225000.0,NEAR OCEAN
+-122.46,37.72,37.0,1833.0,388.0,1093.0,363.0,3.0703,211800.0,NEAR OCEAN
+-122.48,37.76,48.0,2660.0,616.0,1491.0,602.0,3.9758,348600.0,NEAR BAY
+-122.48,37.76,48.0,2304.0,558.0,1273.0,512.0,3.275,332100.0,NEAR BAY
+-122.48,37.76,52.0,2684.0,574.0,1395.0,549.0,3.9097,323800.0,NEAR BAY
+-122.48,37.76,50.0,2236.0,484.0,1171.0,467.0,4.0977,322100.0,NEAR BAY
+-122.48,37.76,52.0,1845.0,336.0,1015.0,337.0,4.1397,331300.0,NEAR BAY
+-122.48,37.76,52.0,3260.0,653.0,1594.0,632.0,4.4094,336100.0,NEAR BAY
+-122.49,37.76,52.0,1382.0,230.0,708.0,279.0,5.8096,339800.0,NEAR BAY
+-122.49,37.76,52.0,2564.0,502.0,1092.0,459.0,3.5302,329600.0,NEAR BAY
+-122.49,37.76,52.0,2245.0,425.0,1091.0,409.0,3.5909,331200.0,NEAR BAY
+-122.49,37.76,52.0,1792.0,305.0,782.0,287.0,4.0391,332700.0,NEAR BAY
+-122.49,37.76,48.0,1351.0,270.0,650.0,265.0,3.5278,339800.0,NEAR BAY
+-122.49,37.76,49.0,1724.0,295.0,795.0,297.0,4.3977,353600.0,NEAR BAY
+-122.49,37.76,49.0,1637.0,304.0,729.0,281.0,4.3281,323100.0,NEAR BAY
+-122.48,37.75,51.0,2095.0,410.0,1126.0,429.0,4.4,318400.0,NEAR BAY
+-122.48,37.75,52.0,2515.0,494.0,1583.0,477.0,4.3393,317600.0,NEAR BAY
+-122.48,37.74,52.0,2453.0,508.0,1056.0,453.0,3.6859,311800.0,NEAR OCEAN
+-122.48,37.75,49.0,2203.0,407.0,1052.0,405.0,4.4375,329200.0,NEAR BAY
+-122.48,37.75,48.0,2555.0,548.0,1285.0,482.0,3.7734,314700.0,NEAR BAY
+-122.48,37.75,52.0,2074.0,401.0,1136.0,409.0,4.7703,331000.0,NEAR BAY
+-122.49,37.75,48.0,2181.0,419.0,1041.0,379.0,3.7361,320200.0,NEAR OCEAN
+-122.49,37.75,47.0,2140.0,425.0,1105.0,401.0,3.7054,308500.0,NEAR OCEAN
+-122.49,37.75,45.0,2341.0,461.0,1092.0,438.0,4.8036,297800.0,NEAR OCEAN
+-122.49,37.75,43.0,2044.0,393.0,979.0,378.0,3.9205,319100.0,NEAR OCEAN
+-122.49,37.75,48.0,2387.0,424.0,1041.0,408.0,3.7562,321200.0,NEAR OCEAN
+-122.49,37.75,52.0,2226.0,385.0,1177.0,416.0,4.8516,323800.0,NEAR OCEAN
+-122.49,37.74,52.0,2189.0,433.0,1147.0,420.0,3.4583,321300.0,NEAR OCEAN
+-122.48,37.74,52.0,2285.0,435.0,1211.0,442.0,4.0208,323100.0,NEAR OCEAN
+-122.48,37.74,52.0,2166.0,423.0,1072.0,370.0,4.131,314300.0,NEAR OCEAN
+-122.48,37.74,52.0,2841.0,517.0,1372.0,517.0,3.9236,335000.0,NEAR OCEAN
+-122.49,37.73,48.0,1190.0,182.0,497.0,199.0,6.2642,438500.0,NEAR OCEAN
+-122.49,37.74,48.0,1186.0,213.0,487.0,207.0,3.8333,340800.0,NEAR OCEAN
+-122.49,37.74,52.0,2442.0,449.0,1188.0,436.0,4.3909,317700.0,NEAR OCEAN
+-122.49,37.74,52.0,2302.0,457.0,1154.0,424.0,4.5744,315200.0,NEAR OCEAN
+-122.48,37.73,52.0,1597.0,240.0,566.0,231.0,5.1681,500001.0,NEAR OCEAN
+-122.48,37.73,47.0,2382.0,392.0,867.0,376.0,5.2598,371500.0,NEAR OCEAN
+-122.49,37.73,39.0,1937.0,336.0,742.0,307.0,5.1991,369400.0,NEAR OCEAN
+-122.49,37.73,37.0,1399.0,224.0,530.0,235.0,3.9219,433300.0,NEAR OCEAN
+-122.49,37.73,36.0,1821.0,292.0,742.0,298.0,5.6204,406200.0,NEAR OCEAN
+-122.48,37.73,38.0,3195.0,828.0,2410.0,778.0,3.1359,350000.0,NEAR OCEAN
+-122.47,37.72,47.0,1176.0,286.0,564.0,258.0,3.2059,350000.0,NEAR OCEAN
+-122.48,37.71,43.0,3850.0,1018.0,1497.0,829.0,3.5296,400000.0,NEAR OCEAN
+-122.48,37.72,45.0,1405.0,338.0,733.0,342.0,4.1116,187500.0,NEAR OCEAN
+-122.48,37.72,46.0,2403.0,638.0,1281.0,603.0,3.2321,112500.0,NEAR OCEAN
+-122.5,37.76,52.0,2018.0,422.0,1142.0,463.0,3.7083,307700.0,NEAR OCEAN
+-122.5,37.76,43.0,2108.0,456.0,1299.0,447.0,3.1406,316200.0,NEAR OCEAN
+-122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,295600.0,NEAR OCEAN
+-122.5,37.76,48.0,1408.0,295.0,891.0,269.0,3.8333,296300.0,NEAR OCEAN
+-122.5,37.76,46.0,1491.0,285.0,841.0,306.0,4.5329,278800.0,NEAR OCEAN
+-122.5,37.75,45.0,1672.0,344.0,838.0,314.0,4.1419,291500.0,NEAR OCEAN
+-122.5,37.75,43.0,2373.0,481.0,1247.0,454.0,4.0985,283200.0,NEAR OCEAN
+-122.51,37.76,43.0,2345.0,624.0,1439.0,614.0,2.8448,268900.0,NEAR OCEAN
+-122.51,37.76,43.0,2527.0,619.0,1332.0,558.0,3.0465,274200.0,NEAR OCEAN
+-122.51,37.76,40.0,2320.0,562.0,1499.0,521.0,3.2792,260800.0,NEAR OCEAN
+-122.5,37.76,46.0,2226.0,480.0,1272.0,468.0,4.2644,284100.0,NEAR OCEAN
+-122.5,37.76,45.0,1673.0,377.0,1078.0,393.0,3.3393,272300.0,NEAR OCEAN
+-122.5,37.75,45.0,1620.0,,941.0,328.0,4.3859,270200.0,NEAR OCEAN
+-122.5,37.75,44.0,1819.0,,1137.0,354.0,3.4919,271800.0,NEAR OCEAN
+-122.54,37.76,45.0,1592.0,325.0,920.0,322.0,3.96,272200.0,NEAR OCEAN
+-122.5,37.75,44.0,1739.0,343.0,872.0,330.0,2.9632,286300.0,NEAR OCEAN
+-122.5,37.74,40.0,2310.0,445.0,1266.0,490.0,3.7969,297800.0,NEAR OCEAN
+-122.5,37.74,45.0,1771.0,349.0,1098.0,342.0,3.7552,296600.0,NEAR OCEAN
+-122.49,37.74,44.0,1472.0,275.0,820.0,310.0,5.6826,300000.0,NEAR OCEAN
+-122.5,37.74,44.0,2374.0,496.0,1087.0,426.0,3.5,275700.0,NEAR OCEAN
+-122.5,37.74,44.0,2527.0,518.0,1434.0,444.0,3.875,275700.0,NEAR OCEAN
+-122.5,37.75,46.0,2298.0,457.0,1429.0,477.0,4.0217,272400.0,NEAR OCEAN
+-122.5,37.74,44.0,2792.0,615.0,1640.0,579.0,4.0625,272800.0,NEAR OCEAN
+-122.5,37.74,42.0,1667.0,395.0,1041.0,387.0,3.9583,273700.0,NEAR OCEAN
+-122.5,37.74,44.0,2082.0,470.0,1154.0,403.0,4.3611,268100.0,NEAR OCEAN
+-122.54,37.74,42.0,2006.0,415.0,1230.0,435.0,4.1786,271100.0,NEAR OCEAN
+-122.46,37.79,52.0,2005.0,359.0,847.0,356.0,4.1029,500001.0,NEAR BAY
+-122.46,37.78,52.0,2165.0,580.0,1067.0,530.0,2.9293,350000.0,NEAR BAY
+-122.46,37.78,52.0,2594.0,622.0,1421.0,593.0,3.0265,350000.0,NEAR BAY
+-122.46,37.79,52.0,2059.0,416.0,999.0,402.0,3.7419,500001.0,NEAR BAY
+-122.46,37.78,52.0,3429.0,773.0,1584.0,696.0,3.7887,500001.0,NEAR BAY
+-122.47,37.78,51.0,1485.0,386.0,880.0,385.0,2.7431,307100.0,NEAR BAY
+-122.47,37.78,52.0,2635.0,587.0,1302.0,577.0,3.7292,416700.0,NEAR BAY
+-122.47,37.79,52.0,2844.0,623.0,1380.0,596.0,4.75,500001.0,NEAR BAY
+-122.47,37.79,52.0,437.0,105.0,194.0,87.0,2.8125,500001.0,NEAR BAY
+-122.47,37.79,52.0,2383.0,477.0,990.0,464.0,3.9688,483300.0,NEAR BAY
+-122.47,37.78,52.0,2388.0,507.0,1078.0,494.0,3.5221,443300.0,NEAR BAY
+-122.47,37.78,52.0,1941.0,436.0,955.0,425.0,4.1339,396400.0,NEAR BAY
+-122.48,37.78,48.0,2835.0,728.0,1674.0,684.0,3.129,375000.0,NEAR BAY
+-122.48,37.79,52.0,4683.0,1055.0,2246.0,975.0,4.1148,457800.0,NEAR BAY
+-122.48,37.78,44.0,3371.0,794.0,1738.0,753.0,3.1653,335300.0,NEAR BAY
+-122.49,37.78,32.0,3028.0,815.0,1704.0,718.0,3.2028,322900.0,NEAR BAY
+-122.49,37.78,46.0,3304.0,792.0,1783.0,777.0,3.6148,352200.0,NEAR BAY
+-122.48,37.79,52.0,1647.0,236.0,546.0,227.0,9.1881,500001.0,NEAR BAY
+-122.49,37.79,52.0,3146.0,478.0,1143.0,455.0,6.1407,500001.0,NEAR BAY
+-122.49,37.79,52.0,2488.0,281.0,805.0,295.0,10.7058,500001.0,NEAR BAY
+-122.46,37.78,52.0,4140.0,984.0,2030.0,892.0,3.4236,376800.0,NEAR BAY
+-122.46,37.78,52.0,2632.0,542.0,1364.0,544.0,3.4605,441700.0,NEAR BAY
+-122.46,37.78,52.0,2051.0,552.0,1400.0,510.0,3.2396,375000.0,NEAR BAY
+-122.46,37.78,52.0,3088.0,727.0,1636.0,662.0,2.8553,360700.0,NEAR BAY
+-122.46,37.77,52.0,3193.0,688.0,2099.0,681.0,3.9375,402900.0,NEAR BAY
+-122.47,37.77,52.0,2241.0,443.0,1042.0,377.0,4.1635,398400.0,NEAR BAY
+-122.47,37.78,52.0,2275.0,412.0,1166.0,424.0,4.0652,421300.0,NEAR BAY
+-122.47,37.78,52.0,2169.0,522.0,1220.0,505.0,3.1989,446900.0,NEAR BAY
+-122.47,37.78,52.0,2951.0,647.0,1448.0,591.0,3.1392,422400.0,NEAR BAY
+-122.47,37.78,52.0,3021.0,569.0,1479.0,514.0,4.0208,414600.0,NEAR BAY
+-122.47,37.78,52.0,2042.0,378.0,1153.0,408.0,4.1856,404700.0,NEAR BAY
+-122.47,37.77,52.0,3143.0,635.0,1350.0,623.0,3.8571,366700.0,NEAR BAY
+-122.48,37.78,52.0,3047.0,641.0,1427.0,620.0,3.4883,337200.0,NEAR BAY
+-122.48,37.78,52.0,2666.0,515.0,1362.0,494.0,4.218,393800.0,NEAR BAY
+-122.48,37.77,52.0,2556.0,595.0,1202.0,568.0,3.8899,348500.0,NEAR BAY
+-122.48,37.78,50.0,2159.0,437.0,1111.0,417.0,3.5588,346400.0,NEAR BAY
+-122.48,37.78,52.0,2910.0,611.0,1508.0,515.0,3.5865,311400.0,NEAR BAY
+-122.49,37.78,47.0,2695.0,643.0,1505.0,644.0,3.0877,329100.0,NEAR BAY
+-122.49,37.78,52.0,3440.0,722.0,1663.0,665.0,3.0278,356300.0,NEAR BAY
+-122.49,37.77,52.0,2342.0,458.0,1170.0,458.0,3.7036,369200.0,NEAR BAY
+-122.5,37.77,52.0,2433.0,454.0,1070.0,420.0,4.125,359500.0,NEAR BAY
+-122.49,37.78,52.0,2050.0,439.0,1109.0,437.0,2.6719,318500.0,NEAR BAY
+-122.49,37.78,42.0,2723.0,579.0,1419.0,519.0,3.6429,328400.0,NEAR BAY
+-122.49,37.78,49.0,2176.0,441.0,1040.0,448.0,4.2414,500001.0,NEAR BAY
+-122.5,37.78,50.0,1922.0,427.0,1049.0,443.0,3.5833,348500.0,NEAR BAY
+-122.5,37.77,52.0,1769.0,414.0,1032.0,380.0,3.9954,324700.0,NEAR BAY
+-122.5,37.77,52.0,2299.0,441.0,1252.0,415.0,5.0562,336700.0,NEAR BAY
+-122.5,37.77,52.0,2739.0,569.0,1312.0,531.0,3.5833,322900.0,NEAR BAY
+-122.5,37.78,46.0,2646.0,607.0,1418.0,563.0,3.7167,332800.0,NEAR BAY
+-122.51,37.78,45.0,2564.0,499.0,1056.0,460.0,4.7328,351100.0,NEAR BAY
+-122.51,37.78,47.0,2496.0,494.0,1201.0,454.0,4.0353,342200.0,NEAR BAY
+-122.55,37.79,32.0,2131.0,625.0,1229.0,572.0,2.9201,322200.0,NEAR OCEAN
+-122.47,37.81,45.0,6927.0,1258.0,4715.0,1165.0,3.4051,500001.0,NEAR BAY
+-122.5,37.79,52.0,8.0,1.0,13.0,1.0,15.0001,500001.0,NEAR BAY
+-122.54,37.72,17.0,2975.0,968.0,1453.0,828.0,3.527,318900.0,NEAR OCEAN
+-122.42,37.72,42.0,4219.0,1125.0,3549.0,993.0,1.2387,212800.0,NEAR BAY
+-122.36,37.72,10.0,479.0,125.0,355.0,108.0,2.7083,180400.0,NEAR BAY
+-122.39,37.74,52.0,126.0,24.0,37.0,27.0,10.2264,225000.0,NEAR BAY
+-122.4,37.75,26.0,54.0,9.0,23.0,9.0,6.1359,225000.0,NEAR BAY
+-122.38,37.71,47.0,1088.0,190.0,558.0,166.0,4.2708,207100.0,NEAR BAY
+-122.4,37.71,47.0,1649.0,328.0,1183.0,356.0,3.3625,223700.0,NEAR BAY
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+-121.28,37.95,46.0,1026.0,330.0,1109.0,333.0,1.2904,63300.0,INLAND
+-121.29,37.96,52.0,888.0,324.0,630.0,258.0,1.2411,112500.0,INLAND
+-121.29,37.96,52.0,287.0,119.0,154.0,85.0,0.8738,75000.0,INLAND
+-121.29,37.95,16.0,761.0,306.0,438.0,282.0,0.7714,87500.0,INLAND
+-121.3,37.95,9.0,674.0,242.0,575.0,193.0,2.2024,45000.0,INLAND
+-121.29,37.95,52.0,107.0,79.0,167.0,53.0,0.7917,22500.0,INLAND
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+-121.31,37.96,48.0,1112.0,227.0,583.0,216.0,2.3393,77600.0,INLAND
+-121.29,37.97,52.0,1610.0,480.0,1025.0,440.0,1.2962,110200.0,INLAND
+-121.29,37.96,48.0,1778.0,541.0,1237.0,462.0,1.3438,103100.0,INLAND
+-121.29,37.96,50.0,1669.0,558.0,1340.0,484.0,1.3191,92300.0,INLAND
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+-121.31,37.96,52.0,1938.0,332.0,788.0,320.0,3.6094,118400.0,INLAND
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+-120.9,35.69,14.0,5020.0,909.0,2105.0,796.0,3.8158,248700.0,<1H OCEAN
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+-120.69,35.62,35.0,3451.0,713.0,1550.0,653.0,2.9167,161700.0,<1H OCEAN
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+-120.67,35.62,6.0,12779.0,2441.0,6085.0,2157.0,3.8661,168100.0,<1H OCEAN
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+-121.14,35.55,13.0,5383.0,1070.0,1880.0,796.0,3.8019,271200.0,NEAR OCEAN
+-121.12,35.58,16.0,4109.0,798.0,1298.0,626.0,3.4799,320800.0,NEAR OCEAN
+-120.92,35.4,23.0,2059.0,354.0,636.0,278.0,3.6908,278800.0,NEAR OCEAN
+-120.85,35.38,27.0,3493.0,909.0,1481.0,666.0,2.3075,184200.0,NEAR OCEAN
+-120.86,35.39,23.0,1664.0,355.0,629.0,279.0,2.7344,188300.0,NEAR OCEAN
+-120.86,35.4,21.0,2787.0,641.0,1106.0,501.0,2.7043,186200.0,NEAR OCEAN
+-120.87,35.41,16.0,2168.0,444.0,782.0,374.0,3.0187,278100.0,NEAR OCEAN
+-120.94,35.42,18.0,3418.0,686.0,970.0,453.0,3.7738,279400.0,NEAR OCEAN
+-120.95,35.44,30.0,6346.0,1410.0,1769.0,887.0,2.6864,283600.0,NEAR OCEAN
+-120.85,35.37,21.0,1033.0,195.0,588.0,187.0,2.8173,226900.0,NEAR OCEAN
+-120.83,35.36,28.0,4323.0,886.0,1650.0,705.0,2.7266,266800.0,NEAR OCEAN
+-120.84,35.35,27.0,2863.0,711.0,930.0,533.0,2.6205,221100.0,NEAR OCEAN
+-120.84,35.37,34.0,3279.0,714.0,1397.0,646.0,2.5552,200000.0,NEAR OCEAN
+-120.89,35.37,29.0,2046.0,588.0,846.0,410.0,1.65,227300.0,NEAR OCEAN
+-120.84,35.33,15.0,3276.0,670.0,1520.0,613.0,3.6412,207800.0,NEAR OCEAN
+-120.83,35.33,14.0,4155.0,787.0,2112.0,755.0,4.4766,192700.0,NEAR OCEAN
+-120.82,35.32,12.0,3522.0,683.0,1780.0,662.0,3.3958,215800.0,NEAR OCEAN
+-120.83,35.32,11.0,3252.0,701.0,1814.0,660.0,3.2226,183200.0,NEAR OCEAN
+-120.84,35.32,15.0,2419.0,538.0,1279.0,522.0,3.4762,189600.0,NEAR OCEAN
+-120.9,35.33,16.0,1576.0,287.0,595.0,262.0,3.588,266300.0,NEAR OCEAN
+-120.84,35.32,17.0,4197.0,802.0,1656.0,732.0,3.526,183900.0,NEAR OCEAN
+-120.84,35.31,23.0,3100.0,603.0,1515.0,609.0,2.8493,196100.0,NEAR OCEAN
+-120.84,35.3,15.0,2062.0,327.0,781.0,316.0,4.9359,317700.0,NEAR OCEAN
+-120.82,35.31,16.0,3924.0,699.0,1325.0,638.0,2.5172,293900.0,NEAR OCEAN
+-120.8,35.33,20.0,2200.0,393.0,996.0,365.0,3.587,330000.0,NEAR OCEAN
+-121.1,35.6,20.0,3389.0,704.0,1309.0,520.0,3.2112,204500.0,NEAR OCEAN
+-120.65,35.29,36.0,1940.0,315.0,850.0,298.0,3.1818,249600.0,NEAR OCEAN
+-120.66,35.29,23.0,1932.0,487.0,1380.0,472.0,1.9647,253600.0,NEAR OCEAN
+-120.66,35.29,16.0,2272.0,629.0,1689.0,649.0,1.7031,195000.0,NEAR OCEAN
+-120.67,35.3,19.0,1540.0,715.0,1799.0,635.0,0.7025,500001.0,NEAR OCEAN
+-120.65,35.32,20.0,626.0,212.0,3574.0,261.0,1.0298,300000.0,NEAR OCEAN
+-120.62,35.28,28.0,3952.0,592.0,1469.0,571.0,6.3144,328800.0,NEAR OCEAN
+-120.65,35.29,29.0,1785.0,481.0,1344.0,472.0,1.4492,222900.0,NEAR OCEAN
+-120.65,35.28,32.0,896.0,240.0,548.0,231.0,2.5455,165900.0,NEAR OCEAN
+-120.65,35.27,27.0,2034.0,341.0,768.0,316.0,4.2411,258900.0,NEAR OCEAN
+-120.65,35.27,15.0,2365.0,538.0,1446.0,490.0,2.5129,225900.0,NEAR OCEAN
+-120.64,35.26,21.0,3298.0,716.0,1862.0,687.0,2.1507,221500.0,NEAR OCEAN
+-120.63,35.27,23.0,1630.0,253.0,704.0,263.0,5.156,251300.0,NEAR OCEAN
+-120.66,35.29,39.0,2163.0,652.0,1153.0,599.0,2.084,233300.0,NEAR OCEAN
+-120.66,35.28,31.0,2773.0,844.0,1358.0,794.0,1.4036,209600.0,NEAR OCEAN
+-120.66,35.28,46.0,2054.0,502.0,1170.0,494.0,2.1786,206300.0,NEAR OCEAN
+-120.65,35.27,52.0,2254.0,642.0,1237.0,590.0,2.6208,227100.0,NEAR OCEAN
+-120.66,35.27,46.0,2217.0,544.0,1107.0,527.0,2.8009,192600.0,NEAR OCEAN
+-120.66,35.27,33.0,1664.0,455.0,1077.0,461.0,1.6875,174200.0,NEAR OCEAN
+-120.66,35.27,17.0,2719.0,589.0,1386.0,570.0,3.7337,208200.0,NEAR OCEAN
+-120.66,35.26,15.0,5540.0,1319.0,2383.0,1165.0,2.2656,226200.0,NEAR OCEAN
+-120.67,35.3,32.0,4202.0,986.0,2309.0,956.0,2.2165,231700.0,NEAR OCEAN
+-120.7,35.31,24.0,3504.0,521.0,1490.0,506.0,4.6719,337000.0,NEAR OCEAN
+-120.68,35.29,37.0,1354.0,293.0,753.0,290.0,3.25,225000.0,NEAR OCEAN
+-120.69,35.28,26.0,4225.0,886.0,1795.0,704.0,2.2847,247000.0,NEAR OCEAN
+-120.67,35.29,44.0,2236.0,411.0,1036.0,437.0,3.0833,219300.0,NEAR OCEAN
+-120.69,35.26,20.0,1248.0,231.0,722.0,225.0,4.625,221800.0,NEAR OCEAN
+-120.7,35.28,14.0,3768.0,682.0,1884.0,664.0,4.6071,239900.0,NEAR OCEAN
+-120.71,35.27,9.0,2568.0,421.0,1149.0,398.0,5.4287,331600.0,NEAR OCEAN
+-120.68,35.26,26.0,1704.0,315.0,918.0,310.0,3.2464,208000.0,NEAR OCEAN
+-120.69,35.25,15.0,4210.0,899.0,1933.0,867.0,2.794,262500.0,NEAR OCEAN
+-120.7,35.32,46.0,118.0,17.0,6532.0,13.0,4.2639,350000.0,NEAR OCEAN
+-120.52,35.24,5.0,4413.0,804.0,2003.0,725.0,5.0267,253300.0,<1H OCEAN
+-120.68,35.25,16.0,4208.0,897.0,1634.0,806.0,2.2868,233700.0,NEAR OCEAN
+-120.69,35.34,16.0,164.0,30.0,542.0,32.0,1.6563,42500.0,NEAR OCEAN
+-120.81,35.19,14.0,3414.0,802.0,1236.0,632.0,3.7635,336200.0,NEAR OCEAN
+-120.66,35.2,13.0,5138.0,713.0,1838.0,645.0,5.9676,380000.0,NEAR OCEAN
+-120.7,35.14,17.0,5805.0,1097.0,1919.0,932.0,3.5352,357800.0,NEAR OCEAN
+-120.68,35.14,34.0,3100.0,617.0,1155.0,542.0,3.0938,245900.0,NEAR OCEAN
+-120.66,35.13,41.0,2666.0,751.0,940.0,507.0,1.9653,236100.0,<1H OCEAN
+-120.63,35.13,16.0,2680.0,704.0,975.0,619.0,1.7878,55000.0,<1H OCEAN
+-120.64,35.15,7.0,7922.0,1442.0,2863.0,1197.0,4.849,275000.0,<1H OCEAN
+-120.59,35.13,8.0,6638.0,1054.0,2710.0,966.0,4.6776,295500.0,<1H OCEAN
+-120.56,35.13,15.0,5818.0,924.0,2324.0,845.0,4.4033,267600.0,<1H OCEAN
+-120.57,35.12,39.0,1656.0,333.0,866.0,317.0,2.8824,195200.0,<1H OCEAN
+-120.57,35.11,18.0,2920.0,556.0,1068.0,552.0,3.5242,156800.0,<1H OCEAN
+-120.59,35.11,25.0,3642.0,726.0,1729.0,673.0,3.155,205400.0,<1H OCEAN
+-120.6,35.12,22.0,3342.0,644.0,1342.0,593.0,3.4509,217700.0,<1H OCEAN
+-120.61,35.12,16.0,1671.0,354.0,935.0,340.0,2.5792,163800.0,<1H OCEAN
+-120.59,35.12,27.0,3055.0,677.0,1407.0,610.0,2.1702,179700.0,<1H OCEAN
+-120.6,35.11,17.0,2495.0,524.0,1292.0,501.0,2.2625,153000.0,<1H OCEAN
+-120.59,35.11,20.0,3098.0,571.0,1449.0,611.0,3.5744,197800.0,<1H OCEAN
+-120.61,35.12,31.0,1486.0,345.0,823.0,322.0,2.6974,165400.0,<1H OCEAN
+-120.61,35.13,16.0,3431.0,721.0,1777.0,701.0,2.7301,190400.0,<1H OCEAN
+-120.61,35.12,12.0,3430.0,793.0,1840.0,720.0,2.9821,162000.0,<1H OCEAN
+-120.61,35.11,11.0,3733.0,831.0,1839.0,739.0,3.3062,158500.0,<1H OCEAN
+-120.65,35.12,19.0,2949.0,662.0,1425.0,548.0,2.9615,178100.0,<1H OCEAN
+-120.62,35.13,26.0,3971.0,803.0,1792.0,723.0,2.7128,209900.0,<1H OCEAN
+-120.62,35.11,18.0,2241.0,544.0,1521.0,509.0,2.0292,155800.0,<1H OCEAN
+-120.62,35.12,22.0,1240.0,294.0,768.0,288.0,2.655,160000.0,<1H OCEAN
+-120.66,35.1,19.0,1583.0,392.0,704.0,269.0,2.1042,268300.0,<1H OCEAN
+-120.61,35.1,14.0,2919.0,691.0,1896.0,577.0,2.4003,142100.0,<1H OCEAN
+-120.61,35.1,17.0,2799.0,637.0,2015.0,592.0,3.0536,143600.0,<1H OCEAN
+-120.6,35.1,16.0,3290.0,686.0,1497.0,655.0,2.6875,178200.0,<1H OCEAN
+-120.58,35.0,37.0,523.0,119.0,374.0,95.0,1.4726,106300.0,<1H OCEAN
+-120.61,35.06,13.0,2364.0,421.0,1257.0,380.0,4.6167,273100.0,<1H OCEAN
+-120.56,35.07,14.0,6788.0,1216.0,2866.0,1036.0,3.3603,280200.0,<1H OCEAN
+-120.52,35.06,11.0,1317.0,234.0,655.0,243.0,4.3611,329700.0,<1H OCEAN
+-120.3,35.1,16.0,2819.0,479.0,1068.0,365.0,4.5461,270800.0,<1H OCEAN
+-120.43,35.17,16.0,947.0,163.0,477.0,137.0,3.851,315000.0,<1H OCEAN
+-120.57,35.18,16.0,5209.0,917.0,2284.0,809.0,4.0403,346100.0,<1H OCEAN
+-120.48,35.05,24.0,2314.0,468.0,1549.0,463.0,2.8203,152600.0,<1H OCEAN
+-120.47,35.04,29.0,1315.0,279.0,926.0,249.0,2.9375,144800.0,<1H OCEAN
+-120.5,35.03,10.0,10463.0,1756.0,4660.0,1715.0,3.5682,277300.0,<1H OCEAN
+-120.48,35.02,17.0,2721.0,477.0,1672.0,492.0,2.9798,204800.0,<1H OCEAN
+-120.69,35.52,26.0,2758.0,571.0,1291.0,522.0,2.925,181400.0,<1H OCEAN
+-120.68,35.51,17.0,1701.0,298.0,941.0,293.0,4.3218,209100.0,<1H OCEAN
+-120.68,35.5,19.0,3369.0,673.0,1834.0,646.0,3.7672,173800.0,<1H OCEAN
+-120.67,35.5,15.0,2752.0,546.0,1422.0,545.0,3.2813,175000.0,<1H OCEAN
+-120.66,35.5,19.0,1861.0,364.0,1040.0,363.0,3.3125,163900.0,<1H OCEAN
+-120.66,35.49,17.0,4422.0,945.0,2307.0,885.0,2.8285,171300.0,<1H OCEAN
+-120.65,35.48,19.0,2310.0,471.0,1341.0,441.0,3.225,166900.0,<1H OCEAN
+-120.64,35.46,6.0,5876.0,1406.0,2877.0,1304.0,2.5437,146400.0,<1H OCEAN
+-120.69,35.49,16.0,2666.0,450.0,1203.0,429.0,4.1375,222400.0,<1H OCEAN
+-120.68,35.48,15.0,2608.0,525.0,1351.0,502.0,2.7798,205800.0,<1H OCEAN
+-120.67,35.48,18.0,2339.0,443.0,1097.0,416.0,3.3438,176100.0,<1H OCEAN
+-120.66,35.47,18.0,2474.0,449.0,1269.0,431.0,3.9063,184800.0,<1H OCEAN
+-120.66,35.46,17.0,3748.0,609.0,1860.0,612.0,4.5179,225600.0,<1H OCEAN
+-120.7,35.55,10.0,3979.0,761.0,1834.0,671.0,3.5,172100.0,<1H OCEAN
+-120.76,35.52,7.0,9613.0,1666.0,4487.0,1653.0,3.6667,250600.0,<1H OCEAN
+-120.71,35.5,12.0,3098.0,453.0,1433.0,434.0,5.2508,292900.0,<1H OCEAN
+-120.56,35.48,12.0,4161.0,731.0,1609.0,615.0,5.0947,267500.0,<1H OCEAN
+-119.93,35.2,29.0,1649.0,342.0,671.0,264.0,3.0602,69800.0,INLAND
+-120.49,35.35,17.0,3043.0,608.0,1457.0,545.0,3.1641,158600.0,<1H OCEAN
+-120.65,35.41,15.0,6725.0,1111.0,3139.0,1029.0,4.1875,261600.0,<1H OCEAN
+-120.64,35.47,8.0,416.0,121.0,936.0,97.0,2.1154,117200.0,<1H OCEAN
+-122.4,37.68,36.0,3595.0,815.0,1649.0,755.0,3.3816,253400.0,NEAR BAY
+-122.4,37.68,41.0,2267.0,486.0,1045.0,459.0,4.1146,272200.0,NEAR BAY
+-122.32,37.69,48.0,592.0,122.0,340.0,143.0,5.966,315200.0,NEAR BAY
+-122.41,37.7,23.0,1817.0,400.0,1376.0,382.0,2.4113,214200.0,NEAR BAY
+-122.42,37.71,44.0,2080.0,489.0,1781.0,478.0,3.6827,215300.0,NEAR BAY
+-122.43,37.71,24.0,4299.0,857.0,2249.0,788.0,4.6098,290400.0,NEAR BAY
+-122.43,37.7,19.0,1733.0,354.0,959.0,348.0,4.7708,281700.0,NEAR BAY
+-122.44,37.7,6.0,3523.0,664.0,1705.0,608.0,4.9318,258100.0,NEAR OCEAN
+-122.45,37.7,46.0,2193.0,499.0,1814.0,489.0,4.0125,230100.0,NEAR OCEAN
+-122.45,37.71,50.0,1441.0,283.0,1159.0,286.0,4.5417,233700.0,NEAR OCEAN
+-122.45,37.71,49.0,2244.0,442.0,1948.0,423.0,4.7639,251500.0,NEAR OCEAN
+-122.45,37.7,16.0,6457.0,1336.0,4375.0,1231.0,5.1788,267000.0,NEAR OCEAN
+-122.46,37.7,37.0,1028.0,275.0,904.0,261.0,3.5035,238600.0,NEAR OCEAN
+-122.46,37.69,35.0,1983.0,385.0,1577.0,414.0,4.0833,266700.0,NEAR OCEAN
+-122.46,37.7,37.0,3029.0,738.0,2436.0,700.0,3.3214,243200.0,NEAR OCEAN
+-122.47,37.7,45.0,3290.0,693.0,2466.0,666.0,3.6588,238600.0,NEAR OCEAN
+-122.46,37.71,44.0,364.0,102.0,339.0,98.0,2.483,214300.0,NEAR OCEAN
+-122.46,37.71,45.0,1799.0,394.0,1436.0,389.0,3.65,239900.0,NEAR OCEAN
+-122.46,37.7,42.0,876.0,216.0,713.0,203.0,3.84,235900.0,NEAR OCEAN
+-122.47,37.7,44.0,2034.0,423.0,1491.0,373.0,4.5341,236500.0,NEAR OCEAN
+-122.47,37.71,37.0,1046.0,251.0,822.0,239.0,3.5,224400.0,NEAR OCEAN
+-122.46,37.71,39.0,2076.0,482.0,1738.0,445.0,3.1958,232100.0,NEAR OCEAN
+-122.48,37.7,33.0,4167.0,1398.0,2923.0,1314.0,3.049,307000.0,NEAR OCEAN
+-122.48,37.7,33.0,4492.0,,3477.0,1537.0,3.0546,297900.0,NEAR OCEAN
+-122.48,37.71,39.0,3615.0,632.0,1571.0,615.0,5.1149,314200.0,NEAR OCEAN
+-122.48,37.71,29.0,1048.0,150.0,455.0,152.0,6.1278,417600.0,NEAR OCEAN
+-122.54,37.7,36.0,3988.0,732.0,1793.0,708.0,4.2472,292500.0,NEAR OCEAN
+-122.49,37.67,35.0,5275.0,903.0,2892.0,842.0,4.6771,266400.0,NEAR OCEAN
+-122.49,37.68,35.0,2405.0,461.0,1583.0,471.0,5.0659,238000.0,NEAR OCEAN
+-122.49,37.67,29.0,3795.0,675.0,2494.0,696.0,5.2848,260300.0,NEAR OCEAN
+-122.49,37.7,36.0,1946.0,340.0,828.0,313.0,5.2811,287700.0,NEAR OCEAN
+-122.49,37.69,36.0,1344.0,258.0,782.0,265.0,4.5,275600.0,NEAR OCEAN
+-122.48,37.69,33.0,2347.0,512.0,1259.0,481.0,3.4492,264300.0,NEAR OCEAN
+-122.49,37.69,35.0,2644.0,456.0,1465.0,430.0,4.9375,277000.0,NEAR OCEAN
+-122.49,37.69,35.0,2576.0,443.0,1273.0,433.0,4.7391,272800.0,NEAR OCEAN
+-122.47,37.7,47.0,737.0,126.0,370.0,136.0,3.775,281300.0,NEAR OCEAN
+-122.47,37.69,27.0,2447.0,720.0,2104.0,657.0,3.449,239100.0,NEAR OCEAN
+-122.47,37.69,30.0,837.0,213.0,606.0,199.0,4.875,258800.0,NEAR OCEAN
+-122.48,37.69,42.0,2993.0,512.0,1594.0,546.0,4.4821,252400.0,NEAR OCEAN
+-122.48,37.69,43.0,2661.0,455.0,1384.0,456.0,4.2421,257500.0,NEAR OCEAN
+-122.46,37.69,26.0,4302.0,1125.0,3320.0,1100.0,3.4375,277700.0,NEAR OCEAN
+-122.46,37.68,23.0,2812.0,769.0,1983.0,681.0,2.9413,229400.0,NEAR OCEAN
+-122.47,37.69,35.0,1720.0,421.0,1452.0,425.0,3.5909,256100.0,NEAR OCEAN
+-122.47,37.69,34.0,1954.0,357.0,1130.0,367.0,4.6447,304500.0,NEAR OCEAN
+-122.47,37.68,31.0,4077.0,777.0,2544.0,738.0,4.5337,306700.0,NEAR OCEAN
+-122.48,37.68,31.0,3506.0,653.0,2296.0,645.0,5.5647,268700.0,NEAR OCEAN
+-122.48,37.67,15.0,2897.0,728.0,2340.0,720.0,3.3906,303700.0,NEAR OCEAN
+-122.48,37.67,31.0,2609.0,433.0,1746.0,464.0,5.1054,294500.0,NEAR OCEAN
+-122.49,37.68,34.0,3718.0,676.0,2510.0,632.0,5.3311,270800.0,NEAR OCEAN
+-122.48,37.67,14.0,3395.0,1059.0,2258.0,945.0,2.964,319700.0,NEAR OCEAN
+-122.45,37.69,17.0,2359.0,501.0,884.0,504.0,3.0625,87500.0,NEAR OCEAN
+-122.45,37.67,35.0,491.0,98.0,274.0,97.0,4.4286,238600.0,NEAR OCEAN
+-122.47,37.67,20.0,5689.0,992.0,3752.0,1002.0,5.5845,304300.0,NEAR OCEAN
+-122.47,37.66,18.0,4172.0,806.0,3226.0,790.0,5.7535,297900.0,NEAR OCEAN
+-122.46,37.67,16.0,3372.0,1101.0,2049.0,1021.0,4.1303,146500.0,NEAR OCEAN
+-122.46,37.66,15.0,6082.0,1284.0,3861.0,1198.0,5.4221,284700.0,NEAR OCEAN
+-122.46,37.65,21.0,2751.0,502.0,2027.0,491.0,5.2573,322900.0,NEAR OCEAN
+-122.45,37.67,36.0,1664.0,326.0,963.0,322.0,4.7813,246400.0,NEAR OCEAN
+-122.45,37.66,35.0,2738.0,509.0,1545.0,493.0,5.3446,263300.0,NEAR OCEAN
+-122.46,37.66,36.0,2535.0,451.0,1390.0,436.0,5.3398,260900.0,NEAR OCEAN
+-122.45,37.66,36.0,5456.0,926.0,2761.0,916.0,4.7755,280700.0,NEAR OCEAN
+-122.44,37.65,38.0,5277.0,1008.0,2695.0,997.0,3.9722,276200.0,NEAR OCEAN
+-122.43,37.66,29.0,3541.0,786.0,2259.0,770.0,4.3039,278400.0,NEAR OCEAN
+-122.44,37.66,21.0,5108.0,1510.0,3288.0,1405.0,3.1927,252600.0,NEAR OCEAN
+-122.44,37.66,36.0,1447.0,276.0,799.0,275.0,4.7639,265600.0,NEAR OCEAN
+-122.44,37.67,35.0,1814.0,365.0,1025.0,384.0,4.425,268400.0,NEAR OCEAN
+-122.42,37.67,42.0,2274.0,429.0,1255.0,397.0,5.1205,226300.0,NEAR OCEAN
+-122.41,37.66,37.0,2155.0,446.0,1255.0,428.0,3.8438,250700.0,NEAR OCEAN
+-122.42,37.66,41.0,2189.0,414.0,1063.0,409.0,4.7361,302600.0,NEAR OCEAN
+-122.42,37.66,28.0,3520.0,672.0,1746.0,602.0,4.9236,273500.0,NEAR OCEAN
+-122.42,37.66,36.0,725.0,121.0,335.0,140.0,4.125,327600.0,NEAR OCEAN
+-122.41,37.66,32.0,1385.0,356.0,1096.0,353.0,4.475,246700.0,NEAR OCEAN
+-122.41,37.66,34.0,1075.0,318.0,906.0,294.0,3.0052,242500.0,NEAR OCEAN
+-122.41,37.66,40.0,1294.0,308.0,1177.0,301.0,3.6667,218800.0,NEAR OCEAN
+-122.41,37.66,37.0,694.0,188.0,658.0,225.0,4.6103,237500.0,NEAR OCEAN
+-122.41,37.66,44.0,431.0,195.0,682.0,212.0,3.2833,233300.0,NEAR OCEAN
+-122.41,37.65,32.0,3436.0,868.0,2583.0,817.0,3.5039,232400.0,NEAR OCEAN
+-122.42,37.66,26.0,3253.0,932.0,2246.0,855.0,2.6631,244000.0,NEAR OCEAN
+-122.43,37.66,43.0,1769.0,387.0,1102.0,377.0,4.5493,281500.0,NEAR OCEAN
+-122.42,37.65,39.0,4402.0,894.0,2941.0,887.0,3.8565,239800.0,NEAR OCEAN
+-122.43,37.64,34.0,8400.0,1812.0,4101.0,1717.0,4.1033,301000.0,NEAR OCEAN
+-122.43,37.64,42.0,4091.0,757.0,1861.0,771.0,4.207,272700.0,NEAR OCEAN
+-122.45,37.64,19.0,6326.0,1025.0,3444.0,984.0,6.2498,353300.0,NEAR OCEAN
+-122.46,37.64,26.0,2806.0,375.0,1617.0,396.0,5.3922,353700.0,NEAR OCEAN
+-122.46,37.65,16.0,8676.0,1633.0,5130.0,1574.0,4.8096,262000.0,NEAR OCEAN
+-122.46,37.64,17.0,3523.0,669.0,2150.0,666.0,4.5938,251200.0,NEAR OCEAN
+-122.47,37.65,27.0,8103.0,1655.0,5023.0,1605.0,4.6452,236200.0,NEAR OCEAN
+-122.53,37.66,25.0,7778.0,1493.0,4674.0,1451.0,5.4694,272400.0,NEAR OCEAN
+-122.53,37.65,20.0,4582.0,1124.0,2325.0,1040.0,4.0556,275000.0,NEAR OCEAN
+-122.48,37.65,39.0,3348.0,666.0,1817.0,668.0,4.2593,227400.0,NEAR OCEAN
+-122.49,37.63,31.0,3109.0,621.0,1472.0,618.0,5.155,263900.0,NEAR OCEAN
+-122.49,37.63,34.0,696.0,145.0,398.0,162.0,3.525,254100.0,NEAR OCEAN
+-122.49,37.63,31.0,1256.0,328.0,785.0,297.0,3.2446,234600.0,NEAR OCEAN
+-122.53,37.63,27.0,2589.0,658.0,1386.0,608.0,2.9087,228200.0,NEAR OCEAN
+-122.48,37.64,7.0,120.0,21.0,50.0,27.0,12.5,281000.0,NEAR OCEAN
+-122.47,37.61,34.0,4551.0,837.0,2208.0,834.0,5.4364,279300.0,NEAR OCEAN
+-122.54,37.62,35.0,1481.0,277.0,747.0,254.0,4.4286,262100.0,NEAR OCEAN
+-122.49,37.59,35.0,2683.0,475.0,1498.0,484.0,5.1282,262500.0,NEAR OCEAN
+-122.5,37.59,36.0,1521.0,253.0,736.0,241.0,4.3542,237500.0,NEAR OCEAN
+-122.5,37.6,35.0,2197.0,369.0,971.0,326.0,4.25,241700.0,NEAR OCEAN
+-122.55,37.59,31.0,1331.0,245.0,598.0,225.0,4.1827,345500.0,NEAR OCEAN
+-122.51,37.58,20.0,64.0,21.0,59.0,21.0,2.2375,450000.0,NEAR OCEAN
+-122.49,37.6,33.0,3507.0,669.0,1697.0,660.0,4.0795,270600.0,NEAR OCEAN
+-122.48,37.59,29.0,5889.0,959.0,2784.0,923.0,5.3991,273000.0,NEAR OCEAN
+-122.48,37.57,34.0,4648.0,806.0,2282.0,814.0,4.5556,249000.0,NEAR OCEAN
+-122.46,37.59,21.0,12902.0,2118.0,6160.0,2082.0,5.7653,325800.0,NEAR OCEAN
+-122.46,37.63,22.0,6728.0,1382.0,3783.0,1310.0,5.0479,280400.0,NEAR OCEAN
+-122.45,37.62,26.0,3507.0,512.0,1712.0,509.0,6.7206,344600.0,NEAR OCEAN
+-122.45,37.63,28.0,4946.0,848.0,2683.0,824.0,5.748,302100.0,NEAR OCEAN
+-122.44,37.63,35.0,5113.0,959.0,3004.0,964.0,4.7625,281300.0,NEAR OCEAN
+-122.43,37.63,34.0,4135.0,687.0,2154.0,742.0,4.9732,342300.0,NEAR OCEAN
+-122.43,37.61,21.0,10252.0,2595.0,4790.0,2428.0,4.1692,344500.0,NEAR OCEAN
+-122.41,37.62,49.0,1464.0,302.0,636.0,259.0,4.25,284100.0,NEAR OCEAN
+-122.41,37.61,46.0,2975.0,643.0,1479.0,577.0,3.8214,273600.0,NEAR OCEAN
+-122.42,37.61,37.0,1866.0,300.0,822.0,305.0,4.7,341300.0,NEAR OCEAN
+-122.42,37.62,39.0,1355.0,214.0,682.0,246.0,6.3443,324700.0,NEAR OCEAN
+-122.42,37.62,40.0,1545.0,264.0,756.0,282.0,4.4643,308100.0,NEAR OCEAN
+-122.42,37.61,17.0,1040.0,432.0,669.0,405.0,4.1513,137500.0,NEAR OCEAN
+-122.42,37.63,46.0,1811.0,337.0,796.0,333.0,3.43,292900.0,NEAR OCEAN
+-122.42,37.62,43.0,2367.0,409.0,1141.0,400.0,4.8295,319000.0,NEAR OCEAN
+-122.42,37.62,36.0,1017.0,165.0,407.0,159.0,4.8,306800.0,NEAR OCEAN
+-122.42,37.62,36.0,1538.0,256.0,671.0,247.0,4.4091,317900.0,NEAR OCEAN
+-122.41,37.62,39.0,3119.0,758.0,1807.0,696.0,3.2216,242700.0,NEAR OCEAN
+-122.4,37.62,32.0,3586.0,921.0,2249.0,911.0,3.1058,253000.0,NEAR OCEAN
+-122.41,37.63,39.0,4220.0,1055.0,2720.0,1046.0,2.639,242500.0,NEAR OCEAN
+-122.42,37.64,41.0,98.0,20.0,68.0,19.0,2.225,212500.0,NEAR OCEAN
+-122.43,37.63,15.0,2748.0,997.0,1447.0,901.0,3.5214,144200.0,NEAR OCEAN
+-122.42,37.63,46.0,66.0,11.0,30.0,12.0,2.375,275000.0,NEAR OCEAN
+-122.41,37.63,37.0,1252.0,275.0,878.0,287.0,4.2262,228500.0,NEAR OCEAN
+-122.41,37.63,35.0,865.0,226.0,602.0,217.0,3.0,229100.0,NEAR OCEAN
+-122.4,37.62,44.0,1619.0,362.0,1064.0,335.0,4.0238,224200.0,NEAR OCEAN
+-122.41,37.64,38.0,1204.0,268.0,921.0,247.0,4.4464,215400.0,NEAR OCEAN
+-122.4,37.61,35.0,2084.0,549.0,1077.0,545.0,3.1628,318400.0,NEAR OCEAN
+-122.38,37.6,33.0,2577.0,590.0,1867.0,566.0,3.3632,265100.0,NEAR OCEAN
+-122.39,37.6,36.0,1770.0,499.0,1225.0,459.0,2.56,273100.0,NEAR OCEAN
+-122.41,37.61,42.0,1602.0,262.0,705.0,255.0,5.7398,336400.0,NEAR OCEAN
+-122.41,37.61,43.0,1934.0,303.0,847.0,300.0,4.7381,347400.0,NEAR OCEAN
+-122.41,37.6,31.0,4424.0,834.0,1915.0,817.0,4.1364,412000.0,NEAR OCEAN
+-122.42,37.6,34.0,3562.0,565.0,1542.0,563.0,5.8783,405100.0,NEAR OCEAN
+-122.41,37.6,26.0,2754.0,402.0,1128.0,395.0,6.3719,466900.0,NEAR OCEAN
+-122.41,37.59,34.0,3931.0,622.0,1717.0,621.0,6.2946,450000.0,NEAR OCEAN
+-122.41,37.59,40.0,2401.0,383.0,894.0,356.0,5.6493,422400.0,NEAR OCEAN
+-122.4,37.6,30.0,5351.0,1134.0,2558.0,1074.0,3.5817,369300.0,NEAR OCEAN
+-122.4,37.6,52.0,1380.0,203.0,530.0,210.0,6.221,420300.0,NEAR OCEAN
+-122.39,37.6,44.0,2304.0,384.0,986.0,379.0,4.652,387100.0,NEAR OCEAN
+-122.39,37.6,34.0,707.0,,381.0,156.0,4.375,340900.0,NEAR OCEAN
+-122.39,37.59,32.0,4497.0,,1846.0,715.0,6.1323,500001.0,NEAR OCEAN
+-122.4,37.59,22.0,2754.0,477.0,1163.0,479.0,6.2306,500001.0,NEAR OCEAN
+-122.38,37.59,31.0,3052.0,844.0,1581.0,788.0,3.0744,457700.0,NEAR OCEAN
+-122.38,37.59,44.0,2089.0,348.0,837.0,317.0,4.6628,459200.0,NEAR OCEAN
+-122.39,37.58,36.0,6026.0,852.0,2314.0,892.0,7.8997,500001.0,NEAR OCEAN
+-122.4,37.58,26.0,3281.0,,1145.0,480.0,6.358,500001.0,NEAR OCEAN
+-122.39,37.59,33.0,2064.0,299.0,813.0,303.0,6.0374,500001.0,NEAR OCEAN
+-122.39,37.57,35.0,520.0,83.0,185.0,76.0,6.4865,450000.0,NEAR OCEAN
+-122.37,37.6,26.0,15.0,3.0,11.0,3.0,5.048,350000.0,NEAR OCEAN
+-122.37,37.59,39.0,4645.0,1196.0,2156.0,1113.0,3.4412,353800.0,NEAR OCEAN
+-122.38,37.59,49.0,1657.0,266.0,613.0,270.0,5.7837,378100.0,NEAR OCEAN
+-122.37,37.59,52.0,2272.0,403.0,963.0,376.0,5.7245,500000.0,NEAR OCEAN
+-122.37,37.58,52.0,2188.0,361.0,917.0,357.0,4.4,500000.0,NEAR OCEAN
+-122.38,37.58,52.0,1704.0,226.0,671.0,243.0,8.4704,500001.0,NEAR OCEAN
+-122.38,37.58,52.0,2039.0,299.0,772.0,303.0,6.471,500001.0,NEAR OCEAN
+-122.36,37.58,52.0,3084.0,595.0,1324.0,571.0,5.0756,374200.0,NEAR OCEAN
+-122.36,37.58,37.0,3325.0,734.0,1468.0,692.0,4.0987,434000.0,NEAR OCEAN
+-122.37,37.58,43.0,2506.0,432.0,967.0,428.0,4.7404,500001.0,NEAR OCEAN
+-122.37,37.58,52.0,1900.0,290.0,665.0,276.0,4.5486,500001.0,NEAR OCEAN
+-122.34,37.59,44.0,1395.0,269.0,736.0,288.0,5.6206,386400.0,NEAR OCEAN
+-122.33,37.58,40.0,2362.0,468.0,992.0,425.0,4.7917,359900.0,NEAR OCEAN
+-122.34,37.58,50.0,2784.0,743.0,1622.0,698.0,3.8413,372200.0,NEAR OCEAN
+-122.35,37.58,52.0,2495.0,458.0,1081.0,471.0,4.0855,410800.0,NEAR OCEAN
+-122.36,37.59,20.0,2638.0,854.0,1352.0,718.0,3.5125,350600.0,NEAR OCEAN
+-122.35,37.58,30.0,5039.0,1564.0,2129.0,1536.0,3.3469,345000.0,NEAR OCEAN
+-122.35,37.58,26.0,854.0,246.0,396.0,231.0,2.8393,375000.0,NEAR OCEAN
+-122.34,37.57,39.0,2647.0,616.0,1254.0,555.0,4.2407,433800.0,NEAR OCEAN
+-122.35,37.57,52.0,2059.0,345.0,800.0,308.0,4.97,500001.0,NEAR OCEAN
+-122.37,37.58,34.0,2697.0,313.0,810.0,279.0,12.4291,500001.0,NEAR OCEAN
+-122.36,37.57,35.0,1774.0,205.0,588.0,207.0,10.7339,500001.0,NEAR OCEAN
+-122.36,37.56,32.0,4684.0,540.0,1512.0,511.0,15.0001,500001.0,NEAR OCEAN
+-122.37,37.56,21.0,7189.0,874.0,2440.0,846.0,11.6833,500001.0,NEAR OCEAN
+-122.34,37.56,39.0,3562.0,391.0,1139.0,391.0,12.6417,500001.0,NEAR OCEAN
+-122.34,37.55,25.0,4470.0,518.0,1507.0,504.0,13.3913,500001.0,NEAR OCEAN
+-122.36,37.54,23.0,6184.0,747.0,2165.0,700.0,10.1675,500001.0,NEAR OCEAN
+-122.35,37.56,52.0,1659.0,191.0,519.0,201.0,14.4219,500001.0,NEAR OCEAN
+-122.34,37.57,52.0,2635.0,408.0,967.0,374.0,7.0422,500001.0,NEAR OCEAN
+-122.34,37.57,52.0,2547.0,373.0,876.0,359.0,8.2598,500001.0,NEAR OCEAN
+-122.35,37.57,52.0,2170.0,269.0,784.0,274.0,10.4286,500001.0,NEAR OCEAN
+-122.34,37.57,28.0,3751.0,949.0,1691.0,846.0,3.9728,300000.0,NEAR OCEAN
+-122.33,37.57,43.0,2543.0,621.0,1301.0,606.0,3.1111,318400.0,NEAR OCEAN
+-122.33,37.57,27.0,3085.0,876.0,1453.0,896.0,3.4333,290000.0,NEAR OCEAN
+-122.33,37.58,27.0,5144.0,1481.0,2518.0,1447.0,3.4836,287900.0,NEAR OCEAN
+-122.33,37.58,28.0,2784.0,736.0,1534.0,685.0,3.38,285400.0,NEAR OCEAN
+-122.31,37.6,34.0,3225.0,726.0,1958.0,656.0,3.6811,273000.0,NEAR BAY
+-122.31,37.58,44.0,1990.0,442.0,1141.0,424.0,3.9696,258300.0,NEAR BAY
+-122.31,37.57,45.0,1165.0,236.0,845.0,251.0,4.1875,267300.0,NEAR OCEAN
+-122.33,37.58,43.0,1772.0,422.0,1573.0,401.0,2.7474,233100.0,NEAR OCEAN
+-122.32,37.57,42.0,2574.0,614.0,2377.0,588.0,3.2891,237900.0,NEAR OCEAN
+-122.32,37.57,33.0,3384.0,819.0,2626.0,793.0,3.2285,234800.0,NEAR OCEAN
+-122.32,37.57,52.0,499.0,148.0,318.0,145.0,2.9934,256300.0,NEAR OCEAN
+-122.31,37.57,42.0,3157.0,676.0,1603.0,629.0,3.7422,292600.0,NEAR OCEAN
+-122.32,37.56,44.0,537.0,173.0,355.0,194.0,2.8571,250000.0,NEAR OCEAN
+-122.33,37.57,20.0,2126.0,643.0,1112.0,597.0,3.625,283300.0,NEAR OCEAN
+-122.32,37.56,9.0,1150.0,287.0,377.0,243.0,3.8317,237500.0,NEAR OCEAN
+-122.33,37.56,34.0,6394.0,1619.0,2400.0,1496.0,3.4902,500001.0,NEAR OCEAN
+-122.32,37.56,49.0,2016.0,299.0,691.0,288.0,5.549,500001.0,NEAR OCEAN
+-122.32,37.56,26.0,2339.0,704.0,1283.0,654.0,3.162,415000.0,NEAR OCEAN
+-122.33,37.56,50.0,1975.0,245.0,644.0,251.0,10.0743,500001.0,NEAR OCEAN
+-122.32,37.55,50.0,2501.0,433.0,1050.0,410.0,4.6406,500001.0,NEAR OCEAN
+-122.33,37.55,51.0,2565.0,332.0,870.0,309.0,9.3694,500001.0,NEAR OCEAN
+-122.34,37.55,44.0,2465.0,328.0,843.0,324.0,6.9533,500001.0,NEAR OCEAN
+-122.31,37.56,52.0,2351.0,494.0,1126.0,482.0,3.9688,356900.0,NEAR OCEAN
+-122.31,37.55,52.0,900.0,183.0,371.0,166.0,3.25,296400.0,NEAR OCEAN
+-122.32,37.55,46.0,1437.0,266.0,607.0,263.0,4.8068,369700.0,NEAR OCEAN
+-122.32,37.55,44.0,2151.0,411.0,849.0,370.0,4.4583,397100.0,NEAR OCEAN
+-122.33,37.55,33.0,2199.0,312.0,827.0,319.0,6.1349,500001.0,NEAR OCEAN
+-122.32,37.54,34.0,3661.0,692.0,1608.0,656.0,5.0774,407200.0,NEAR OCEAN
+-122.34,37.53,27.0,3339.0,481.0,1354.0,458.0,7.3081,464600.0,NEAR OCEAN
+-122.33,37.53,18.0,4493.0,760.0,1784.0,725.0,6.7042,413000.0,NEAR OCEAN
+-122.35,37.53,27.0,2169.0,305.0,905.0,319.0,7.7743,453100.0,NEAR OCEAN
+-122.34,37.52,34.0,3559.0,560.0,1747.0,550.0,6.6959,411200.0,NEAR OCEAN
+-122.33,37.53,25.0,1729.0,383.0,769.0,352.0,4.0417,458500.0,NEAR OCEAN
+-122.32,37.52,17.0,6645.0,1034.0,2557.0,1032.0,6.3892,480800.0,NEAR OCEAN
+-122.3,37.53,37.0,1338.0,215.0,535.0,221.0,5.4351,376600.0,NEAR OCEAN
+-122.3,37.53,40.0,1833.0,308.0,751.0,306.0,6.0,384200.0,NEAR OCEAN
+-122.3,37.53,38.0,984.0,171.0,429.0,157.0,5.3261,376800.0,NEAR OCEAN
+-122.31,37.52,35.0,1817.0,262.0,659.0,262.0,6.8336,457200.0,NEAR OCEAN
+-122.31,37.53,39.0,1160.0,191.0,508.0,185.0,5.9539,379100.0,NEAR OCEAN
+-122.3,37.54,39.0,4292.0,1097.0,1758.0,987.0,2.9405,340500.0,NEAR OCEAN
+-122.3,37.53,43.0,1748.0,366.0,984.0,371.0,4.5116,337800.0,NEAR OCEAN
+-122.29,37.53,41.0,839.0,190.0,419.0,215.0,5.012,368200.0,NEAR OCEAN
+-122.31,37.54,45.0,1222.0,220.0,492.0,205.0,5.539,396900.0,NEAR OCEAN
+-122.31,37.54,46.0,2444.0,397.0,952.0,402.0,4.75,388200.0,NEAR OCEAN
+-122.31,37.53,41.0,1608.0,269.0,676.0,267.0,4.6125,361700.0,NEAR OCEAN
+-122.32,37.53,39.0,2795.0,464.0,1183.0,443.0,5.779,387100.0,NEAR OCEAN
+-122.31,37.55,27.0,3931.0,933.0,1877.0,851.0,3.9722,354100.0,NEAR OCEAN
+-122.31,37.54,49.0,1340.0,281.0,660.0,284.0,4.163,393800.0,NEAR OCEAN
+-122.31,37.54,38.0,1946.0,407.0,975.0,417.0,4.0726,385400.0,NEAR OCEAN
+-122.31,37.54,42.0,1159.0,261.0,465.0,247.0,3.1842,352800.0,NEAR OCEAN
+-122.3,37.55,35.0,3675.0,735.0,1930.0,715.0,3.9833,342800.0,NEAR OCEAN
+-122.31,37.55,45.0,507.0,140.0,305.0,139.0,2.6159,272900.0,NEAR OCEAN
+-122.31,37.56,45.0,1685.0,321.0,815.0,314.0,4.2955,309700.0,NEAR OCEAN
+-122.31,37.56,36.0,1727.0,340.0,952.0,337.0,4.7917,316000.0,NEAR OCEAN
+-122.31,37.56,45.0,1792.0,301.0,829.0,318.0,4.9013,330100.0,NEAR OCEAN
+-122.31,37.56,40.0,1351.0,330.0,701.0,297.0,3.32,292900.0,NEAR OCEAN
+-122.31,37.57,37.0,1437.0,305.0,979.0,331.0,4.0,273700.0,NEAR OCEAN
+-122.31,37.57,31.0,2197.0,477.0,1193.0,394.0,4.6371,271100.0,NEAR OCEAN
+-122.3,37.57,36.0,1973.0,352.0,1169.0,370.0,5.033,270900.0,NEAR BAY
+-122.3,37.56,37.0,1962.0,367.0,1267.0,382.0,4.7344,271800.0,NEAR OCEAN
+-122.3,37.57,36.0,2406.0,436.0,1189.0,403.0,4.7917,276100.0,NEAR BAY
+-122.29,37.56,34.0,1693.0,281.0,846.0,291.0,5.3683,339400.0,NEAR BAY
+-122.3,37.56,36.0,1379.0,228.0,750.0,227.0,5.5381,282000.0,NEAR OCEAN
+-122.29,37.56,36.0,805.0,140.0,445.0,139.0,5.8221,289400.0,NEAR BAY
+-122.3,37.56,35.0,1873.0,351.0,945.0,333.0,5.5184,274800.0,NEAR OCEAN
+-122.29,37.56,12.0,6474.0,1467.0,2516.0,1390.0,5.0353,305800.0,NEAR BAY
+-122.26,37.55,17.0,4576.0,814.0,1941.0,807.0,5.9572,443800.0,NEAR BAY
+-122.26,37.55,17.0,1321.0,425.0,683.0,408.0,4.7045,500001.0,NEAR BAY
+-122.27,37.55,16.0,4789.0,816.0,1840.0,763.0,6.7474,338200.0,NEAR BAY
+-122.26,37.54,16.0,2118.0,333.0,770.0,318.0,7.2477,376000.0,NEAR BAY
+-122.27,37.55,15.0,1958.0,282.0,811.0,284.0,8.1221,483300.0,NEAR BAY
+-122.28,37.55,17.0,4199.0,629.0,2020.0,630.0,6.1228,375700.0,NEAR BAY
+-122.27,37.56,17.0,3211.0,847.0,1553.0,812.0,4.9434,292100.0,NEAR BAY
+-122.27,37.56,5.0,4921.0,1179.0,1810.0,1073.0,5.6936,322200.0,NEAR BAY
+-122.26,37.54,13.0,1422.0,295.0,395.0,195.0,5.3247,327800.0,NEAR BAY
+-122.26,37.54,5.0,3264.0,442.0,1607.0,453.0,9.1415,500001.0,NEAR BAY
+-122.26,37.54,5.0,1649.0,388.0,779.0,376.0,6.9635,417300.0,NEAR BAY
+-122.27,37.54,5.0,2140.0,420.0,990.0,394.0,6.035,438800.0,NEAR BAY
+-122.27,37.54,16.0,3913.0,565.0,1752.0,557.0,7.3644,419700.0,NEAR BAY
+-122.27,37.54,15.0,2126.0,310.0,905.0,306.0,8.9083,500001.0,NEAR BAY
+-122.26,37.56,23.0,7283.0,1342.0,3399.0,1298.0,5.6683,391000.0,NEAR BAY
+-122.26,37.57,23.0,7995.0,1254.0,3484.0,1198.0,6.5948,404000.0,NEAR BAY
+-122.25,37.56,19.0,7976.0,1406.0,3437.0,1338.0,5.6396,430300.0,NEAR BAY
+-122.29,37.55,27.0,3789.0,874.0,2243.0,866.0,4.39,270100.0,NEAR OCEAN
+-122.28,37.54,24.0,5114.0,1357.0,3169.0,1268.0,3.9699,293200.0,NEAR OCEAN
+-122.29,37.54,43.0,2268.0,438.0,1151.0,449.0,4.9091,293200.0,NEAR OCEAN
+-122.28,37.54,37.0,991.0,180.0,463.0,177.0,5.1701,294200.0,NEAR OCEAN
+-122.29,37.54,39.0,1459.0,285.0,761.0,291.0,5.0081,298100.0,NEAR OCEAN
+-122.29,37.54,41.0,1743.0,349.0,811.0,349.0,4.9464,282400.0,NEAR OCEAN
+-122.29,37.53,35.0,2043.0,511.0,1089.0,504.0,3.0278,310600.0,NEAR OCEAN
+-122.28,37.53,15.0,5417.0,1199.0,2593.0,1098.0,4.8047,438000.0,NEAR OCEAN
+-122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,310900.0,NEAR OCEAN
+-122.27,37.53,43.0,1145.0,230.0,586.0,254.0,3.5,267400.0,NEAR OCEAN
+-122.28,37.53,25.0,3710.0,1015.0,2068.0,958.0,3.5445,286700.0,NEAR OCEAN
+-122.29,37.52,33.0,4104.0,751.0,1837.0,771.0,5.3506,388100.0,NEAR OCEAN
+-122.28,37.52,27.0,2958.0,655.0,1285.0,577.0,4.0801,397800.0,NEAR OCEAN
+-122.28,37.52,29.0,1526.0,355.0,724.0,315.0,4.0313,435200.0,NEAR OCEAN
+-122.28,37.52,38.0,2197.0,357.0,1228.0,373.0,5.4719,397900.0,NEAR OCEAN
+-122.29,37.52,38.0,3767.0,603.0,1455.0,615.0,6.8787,386800.0,NEAR OCEAN
+-122.3,37.52,38.0,2769.0,387.0,994.0,395.0,5.5902,417000.0,NEAR OCEAN
+-122.3,37.51,35.0,2789.0,445.0,1156.0,404.0,5.4322,391000.0,NEAR OCEAN
+-122.3,37.52,32.0,2297.0,347.0,871.0,342.0,8.1039,382200.0,NEAR OCEAN
+-122.31,37.52,24.0,2328.0,335.0,969.0,354.0,7.7364,435800.0,NEAR OCEAN
+-122.32,37.52,26.0,4042.0,591.0,1611.0,578.0,8.4693,419200.0,NEAR OCEAN
+-122.31,37.5,22.0,14034.0,3020.0,6266.0,2952.0,4.3939,491200.0,NEAR OCEAN
+-122.27,37.52,35.0,1051.0,259.0,517.0,234.0,3.7,339700.0,NEAR OCEAN
+-122.27,37.51,36.0,1406.0,224.0,598.0,237.0,5.8964,414800.0,NEAR OCEAN
+-122.29,37.51,35.0,3040.0,520.0,1374.0,518.0,6.1004,426400.0,NEAR OCEAN
+-122.26,37.52,34.0,483.0,131.0,291.0,157.0,3.0833,256300.0,NEAR OCEAN
+-122.26,37.51,46.0,672.0,149.0,351.0,136.0,5.3264,258100.0,NEAR OCEAN
+-122.25,37.51,45.0,989.0,174.0,504.0,180.0,4.8382,289400.0,NEAR OCEAN
+-122.25,37.5,44.0,348.0,79.0,154.0,73.0,4.7708,253800.0,NEAR OCEAN
+-122.27,37.51,39.0,3996.0,793.0,1744.0,761.0,4.5075,364900.0,NEAR OCEAN
+-122.26,37.51,29.0,3703.0,1075.0,1611.0,1025.0,2.7075,323800.0,NEAR OCEAN
+-122.26,37.5,24.0,2307.0,510.0,842.0,507.0,3.6111,341500.0,NEAR OCEAN
+-122.26,37.5,52.0,878.0,186.0,393.0,186.0,3.7045,360500.0,NEAR OCEAN
+-122.25,37.5,45.0,1812.0,336.0,752.0,329.0,4.95,345000.0,NEAR OCEAN
+-122.25,37.49,43.0,2607.0,477.0,1225.0,461.0,4.224,349600.0,NEAR OCEAN
+-122.25,37.49,40.0,2709.0,521.0,1156.0,510.0,4.6366,395500.0,NEAR OCEAN
+-122.25,37.49,44.0,4420.0,743.0,1790.0,735.0,6.142,394700.0,NEAR OCEAN
+-122.26,37.5,44.0,6983.0,1131.0,2818.0,1115.0,5.6271,374800.0,NEAR OCEAN
+-122.28,37.51,33.0,4719.0,,1980.0,757.0,6.1064,405000.0,NEAR OCEAN
+-122.28,37.5,33.0,6499.0,998.0,2694.0,957.0,7.4787,431300.0,NEAR OCEAN
+-122.28,37.49,25.0,7335.0,1157.0,2626.0,1049.0,6.5475,500001.0,NEAR OCEAN
+-122.28,37.49,29.0,4148.0,635.0,1638.0,627.0,6.912,457200.0,NEAR OCEAN
+-122.27,37.48,26.0,3542.0,507.0,1392.0,524.0,8.5184,500001.0,NEAR OCEAN
+-122.26,37.48,34.0,4453.0,682.0,1805.0,672.0,5.6038,451300.0,NEAR OCEAN
+-122.29,37.48,15.0,5480.0,892.0,2009.0,831.0,7.4678,500001.0,NEAR OCEAN
+-122.27,37.47,44.0,3022.0,473.0,1235.0,477.0,6.7058,495900.0,NEAR OCEAN
+-122.26,37.46,26.0,5067.0,750.0,1996.0,728.0,7.0001,500001.0,NEAR OCEAN
+-122.28,37.47,44.0,863.0,114.0,281.0,99.0,6.8879,500001.0,NEAR OCEAN
+-122.24,37.47,41.0,1183.0,203.0,455.0,171.0,5.1071,314100.0,NEAR OCEAN
+-122.25,37.48,37.0,3507.0,569.0,1663.0,608.0,5.0863,440300.0,NEAR OCEAN
+-122.24,37.47,40.0,1504.0,270.0,689.0,287.0,6.1244,308800.0,NEAR OCEAN
+-122.25,37.47,38.0,645.0,124.0,265.0,103.0,5.4688,305000.0,NEAR OCEAN
+-122.25,37.47,35.0,3183.0,515.0,1313.0,487.0,5.9062,383200.0,NEAR OCEAN
+-122.25,37.48,45.0,2743.0,390.0,974.0,400.0,7.1621,500001.0,NEAR OCEAN
+-122.24,37.48,45.0,4126.0,696.0,1722.0,668.0,4.8966,362100.0,NEAR OCEAN
+-122.24,37.48,40.0,4459.0,1027.0,2080.0,982.0,3.5322,361900.0,NEAR OCEAN
+-122.24,37.48,47.0,2423.0,407.0,1010.0,407.0,6.2154,362700.0,NEAR OCEAN
+-122.24,37.49,30.0,2956.0,590.0,1191.0,594.0,3.7463,427600.0,NEAR OCEAN
+-122.24,37.49,38.0,4105.0,950.0,2561.0,909.0,3.8684,265600.0,NEAR OCEAN
+-122.21,37.48,39.0,1535.0,340.0,1204.0,370.0,2.8482,247200.0,NEAR BAY
+-122.23,37.49,11.0,840.0,329.0,1338.0,345.0,2.3333,241700.0,NEAR OCEAN
+-122.21,37.49,24.0,2528.0,947.0,2437.0,861.0,2.2746,225000.0,NEAR BAY
+-122.22,37.48,47.0,2570.0,783.0,3107.0,724.0,2.8058,229500.0,NEAR OCEAN
+-122.22,37.48,34.0,1541.0,584.0,1564.0,558.0,2.56,250000.0,NEAR OCEAN
+-122.24,37.49,19.0,322.0,112.0,191.0,102.0,2.5833,500001.0,NEAR OCEAN
+-122.24,37.55,3.0,6164.0,1175.0,2198.0,975.0,6.7413,435900.0,NEAR BAY
+-122.25,37.53,16.0,4428.0,664.0,1677.0,623.0,7.6864,422500.0,NEAR BAY
+-122.26,37.53,4.0,5233.0,1109.0,1690.0,907.0,6.2007,311800.0,NEAR BAY
+-122.25,37.52,14.0,1472.0,291.0,876.0,292.0,4.3594,366000.0,NEAR BAY
+-122.21,37.52,18.0,2962.0,945.0,1639.0,851.0,2.7399,87500.0,NEAR BAY
+-122.19,37.48,35.0,7067.0,1646.0,5380.0,1597.0,4.1776,265300.0,NEAR BAY
+-122.21,37.48,20.0,505.0,216.0,326.0,216.0,2.9286,237500.0,NEAR BAY
+-122.21,37.48,37.0,1326.0,335.0,1771.0,335.0,3.0147,218100.0,NEAR BAY
+-122.2,37.48,32.0,640.0,166.0,991.0,160.0,1.9844,270000.0,NEAR BAY
+-122.2,37.48,41.0,733.0,155.0,652.0,140.0,5.1654,233600.0,NEAR BAY
+-122.2,37.48,30.0,1170.0,258.0,610.0,243.0,3.4427,263500.0,NEAR BAY
+-122.19,37.48,45.0,886.0,165.0,492.0,173.0,4.2708,267000.0,NEAR BAY
+-122.19,37.48,38.0,1300.0,269.0,608.0,292.0,4.5568,286900.0,NEAR BAY
+-122.19,37.47,44.0,1371.0,263.0,589.0,301.0,4.8068,312300.0,NEAR BAY
+-122.2,37.47,44.0,1927.0,332.0,846.0,362.0,4.2083,278200.0,NEAR BAY
+-122.2,37.47,37.0,1053.0,266.0,939.0,267.0,3.1989,320800.0,NEAR BAY
+-122.2,37.47,37.0,1403.0,369.0,1587.0,331.0,2.8258,232800.0,NEAR BAY
+-122.21,37.47,33.0,1266.0,415.0,1991.0,334.0,2.92,202800.0,NEAR OCEAN
+-122.21,37.47,26.0,1777.0,555.0,1966.0,497.0,3.0472,211000.0,NEAR OCEAN
+-122.21,37.47,43.0,733.0,162.0,497.0,175.0,3.2708,255300.0,NEAR OCEAN
+-122.22,37.47,23.0,7740.0,1943.0,4124.0,1743.0,3.3268,322800.0,NEAR OCEAN
+-122.22,37.47,35.0,367.0,113.0,398.0,109.0,2.5,166700.0,NEAR OCEAN
+-122.22,37.47,28.0,5956.0,1612.0,3571.0,1549.0,3.1864,272800.0,NEAR OCEAN
+-122.23,37.48,33.0,3108.0,805.0,1895.0,717.0,3.3015,267700.0,NEAR OCEAN
+-122.23,37.47,39.0,5264.0,1259.0,3057.0,1265.0,3.623,276600.0,NEAR OCEAN
+-122.23,37.48,38.0,1578.0,399.0,879.0,388.0,2.7969,298400.0,NEAR OCEAN
+-122.24,37.47,35.0,2283.0,491.0,1148.0,436.0,4.5556,318600.0,NEAR OCEAN
+-122.24,37.47,36.0,2021.0,433.0,1117.0,432.0,3.929,303100.0,NEAR OCEAN
+-122.23,37.46,33.0,2643.0,464.0,1015.0,427.0,4.2232,363700.0,NEAR OCEAN
+-122.23,37.46,26.0,4670.0,1039.0,2103.0,933.0,4.4167,333800.0,NEAR OCEAN
+-122.25,37.46,33.0,6841.0,950.0,2681.0,980.0,7.1088,443300.0,NEAR OCEAN
+-122.24,37.46,36.0,4686.0,781.0,2254.0,845.0,6.1043,343500.0,NEAR OCEAN
+-122.26,37.45,17.0,2742.0,441.0,986.0,421.0,5.9285,496000.0,NEAR OCEAN
+-122.23,37.46,36.0,6090.0,1057.0,3081.0,1075.0,5.6629,343600.0,NEAR OCEAN
+-122.22,37.46,37.0,2586.0,495.0,1208.0,502.0,4.3214,342700.0,NEAR OCEAN
+-122.23,37.45,34.0,4177.0,723.0,1586.0,660.0,5.0457,395100.0,NEAR OCEAN
+-122.23,37.45,29.0,1617.0,235.0,758.0,246.0,7.7932,469900.0,NEAR OCEAN
+-122.22,37.46,13.0,2888.0,546.0,1182.0,504.0,6.0255,409300.0,NEAR OCEAN
+-122.2,37.46,40.0,1723.0,208.0,976.0,209.0,9.8892,500001.0,NEAR OCEAN
+-122.2,37.44,31.0,2328.0,270.0,722.0,247.0,15.0001,500001.0,NEAR OCEAN
+-122.22,37.44,32.0,4281.0,501.0,1318.0,484.0,15.0001,500001.0,NEAR OCEAN
+-122.21,37.46,48.0,2560.0,322.0,921.0,301.0,10.8758,500001.0,NEAR OCEAN
+-122.21,37.46,40.0,1777.0,207.0,577.0,207.0,15.0001,500001.0,NEAR OCEAN
+-122.18,37.46,40.0,2529.0,293.0,831.0,258.0,15.0001,500001.0,NEAR BAY
+-122.2,37.47,40.0,2959.0,389.0,985.0,365.0,9.9025,500001.0,NEAR BAY
+-122.18,37.47,37.0,2848.0,328.0,852.0,327.0,13.367,500001.0,NEAR BAY
+-122.16,37.47,44.0,2581.0,437.0,1006.0,414.0,5.397,341700.0,NEAR BAY
+-122.17,37.48,39.0,2427.0,401.0,1178.0,408.0,5.9629,352700.0,NEAR BAY
+-122.16,37.47,33.0,3687.0,852.0,3091.0,852.0,2.6506,162600.0,NEAR BAY
+-122.16,37.48,36.0,2238.0,479.0,1949.0,457.0,2.3769,157300.0,NEAR BAY
+-122.14,37.5,46.0,30.0,4.0,13.0,5.0,15.0001,500001.0,NEAR BAY
+-122.14,37.48,36.0,1210.0,236.0,981.0,239.0,4.0039,148900.0,NEAR BAY
+-122.14,37.47,36.0,2081.0,412.0,1931.0,373.0,3.7917,160600.0,NEAR BAY
+-122.12,37.48,36.0,880.0,177.0,795.0,188.0,3.8194,159400.0,NEAR BAY
+-122.13,37.47,25.0,1630.0,353.0,1546.0,371.0,5.0893,173400.0,NEAR BAY
+-122.13,37.46,37.0,1576.0,334.0,1385.0,323.0,2.5294,159400.0,NEAR BAY
+-122.13,37.46,35.0,1321.0,300.0,1133.0,287.0,3.7312,159600.0,NEAR BAY
+-122.12,37.45,38.0,1276.0,314.0,955.0,287.0,2.0096,155700.0,NEAR BAY
+-122.13,37.46,31.0,2247.0,573.0,1711.0,511.0,3.2642,185600.0,NEAR BAY
+-122.13,37.47,30.0,1480.0,294.0,1126.0,301.0,4.983,166700.0,NEAR BAY
+-122.14,37.47,37.0,3373.0,815.0,2909.0,705.0,2.8868,156600.0,NEAR BAY
+-122.15,37.47,37.0,1844.0,382.0,1634.0,417.0,2.7993,145500.0,NEAR BAY
+-122.15,37.47,38.0,1560.0,301.0,1331.0,316.0,3.0521,151500.0,NEAR BAY
+-122.15,37.46,30.0,4198.0,1244.0,2678.0,1147.0,3.6712,308600.0,NEAR BAY
+-122.14,37.46,27.0,5580.0,2009.0,4165.0,1763.0,2.4375,189000.0,NEAR BAY
+-122.15,37.47,39.0,1295.0,239.0,566.0,242.0,5.6407,326400.0,NEAR BAY
+-122.15,37.46,42.0,1995.0,412.0,794.0,374.0,5.6234,379600.0,NEAR BAY
+-122.16,37.46,45.0,2068.0,348.0,844.0,366.0,6.227,417800.0,NEAR BAY
+-122.16,37.45,50.0,196.0,41.0,76.0,42.0,7.6129,412500.0,NEAR BAY
+-122.16,37.46,32.0,2663.0,661.0,1403.0,733.0,4.2667,410200.0,NEAR BAY
+-122.17,37.46,47.0,2312.0,332.0,1044.0,282.0,9.459,500001.0,NEAR BAY
+-122.19,37.46,34.0,5419.0,1183.0,2002.0,1138.0,4.1985,500001.0,NEAR BAY
+-122.17,37.45,33.0,1828.0,396.0,766.0,378.0,4.4531,500001.0,NEAR BAY
+-122.17,37.45,35.0,1025.0,242.0,388.0,232.0,5.1995,500001.0,NEAR BAY
+-122.18,37.45,43.0,2061.0,437.0,817.0,385.0,4.4688,460200.0,NEAR BAY
+-122.18,37.45,37.0,5257.0,1360.0,2128.0,1264.0,4.0,394300.0,NEAR BAY
+-122.19,37.45,18.0,1636.0,414.0,853.0,439.0,5.1032,464600.0,NEAR OCEAN
+-122.18,37.44,44.0,2237.0,347.0,948.0,346.0,8.2436,500001.0,NEAR OCEAN
+-122.19,37.44,38.0,3383.0,456.0,1203.0,465.0,9.3198,500001.0,NEAR OCEAN
+-122.19,37.44,39.0,4402.0,618.0,1616.0,631.0,8.9955,500001.0,NEAR OCEAN
+-122.2,37.43,38.0,3626.0,528.0,1350.0,532.0,7.3681,500001.0,NEAR OCEAN
+-122.21,37.44,35.0,1140.0,193.0,486.0,199.0,4.6908,500001.0,NEAR OCEAN
+-122.2,37.43,40.0,2223.0,412.0,1050.0,417.0,5.2421,444500.0,NEAR OCEAN
+-122.19,37.43,39.0,2392.0,420.0,937.0,406.0,6.6136,472800.0,NEAR OCEAN
+-122.2,37.43,22.0,3294.0,744.0,1337.0,655.0,5.2391,500001.0,NEAR OCEAN
+-122.21,37.43,33.0,1606.0,254.0,727.0,271.0,8.6963,500001.0,NEAR OCEAN
+-122.21,37.43,23.0,5741.0,1012.0,1843.0,888.0,5.7211,500001.0,NEAR OCEAN
+-122.23,37.42,16.0,1945.0,320.0,512.0,300.0,7.4542,500001.0,NEAR OCEAN
+-122.19,37.42,47.0,932.0,167.0,295.0,116.0,8.4375,500001.0,NEAR OCEAN
+-122.21,37.43,20.0,975.0,134.0,324.0,146.0,9.7796,500001.0,NEAR OCEAN
+-122.21,37.42,28.0,564.0,72.0,191.0,79.0,11.9666,500001.0,NEAR OCEAN
+-122.2,37.4,37.0,1296.0,194.0,540.0,192.0,8.2782,500001.0,NEAR OCEAN
+-122.2,37.4,30.0,2612.0,338.0,980.0,324.0,10.0481,500001.0,NEAR OCEAN
+-122.21,37.38,28.0,4518.0,578.0,1489.0,559.0,11.3176,500001.0,NEAR OCEAN
+-122.2,37.35,17.0,3095.0,442.0,1173.0,424.0,13.2986,500001.0,NEAR BAY
+-122.21,37.37,34.0,1476.0,217.0,613.0,223.0,8.2883,500001.0,NEAR OCEAN
+-122.22,37.37,26.0,440.0,202.0,322.0,218.0,5.1831,350000.0,NEAR OCEAN
+-122.22,37.36,34.0,1559.0,243.0,600.0,242.0,8.7382,500001.0,NEAR OCEAN
+-122.22,37.4,32.0,2297.0,287.0,814.0,283.0,15.0001,500001.0,NEAR OCEAN
+-122.25,37.45,34.0,2999.0,365.0,927.0,369.0,10.2811,500001.0,NEAR OCEAN
+-122.27,37.45,41.0,830.0,136.0,353.0,153.0,6.3824,500001.0,NEAR OCEAN
+-122.24,37.43,36.0,2410.0,361.0,934.0,377.0,7.652,500001.0,NEAR OCEAN
+-122.27,37.43,33.0,1601.0,223.0,629.0,215.0,15.0001,500001.0,NEAR OCEAN
+-122.25,37.39,33.0,370.0,42.0,153.0,53.0,10.6514,500001.0,NEAR OCEAN
+-122.26,37.38,28.0,1103.0,164.0,415.0,154.0,7.8633,500001.0,NEAR OCEAN
+-122.29,37.41,30.0,6373.0,854.0,2149.0,798.0,10.6868,500001.0,NEAR OCEAN
+-122.46,37.51,23.0,949.0,151.0,399.0,149.0,5.6286,411300.0,NEAR OCEAN
+-122.47,37.5,18.0,2297.0,416.0,1086.0,381.0,4.875,334600.0,NEAR OCEAN
+-122.47,37.5,25.0,950.0,259.0,404.0,195.0,3.1937,319200.0,NEAR OCEAN
+-122.48,37.51,22.0,1564.0,278.0,761.0,270.0,4.7578,318500.0,NEAR OCEAN
+-122.47,37.51,15.0,4974.0,764.0,2222.0,774.0,6.7606,364300.0,NEAR OCEAN
+-122.44,37.52,16.0,7077.0,1179.0,3502.0,1148.0,5.9919,345100.0,NEAR OCEAN
+-122.53,37.5,19.0,4768.0,807.0,2199.0,805.0,6.1896,331100.0,NEAR OCEAN
+-122.49,37.54,15.0,3456.0,545.0,1527.0,535.0,6.3256,368000.0,NEAR OCEAN
+-122.51,37.53,17.0,1574.0,262.0,672.0,241.0,7.2929,355800.0,NEAR OCEAN
+-122.5,37.51,11.0,749.0,137.0,355.0,124.0,8.2364,371800.0,NEAR OCEAN
+-122.49,37.5,21.0,1209.0,309.0,801.0,259.0,4.5625,500000.0,NEAR OCEAN
+-122.43,37.43,17.0,11999.0,2249.0,5467.0,1989.0,4.8405,354300.0,NEAR OCEAN
+-122.34,37.46,21.0,1799.0,293.0,576.0,277.0,7.439,500001.0,NEAR OCEAN
+-122.38,37.34,33.0,1054.0,209.0,400.0,161.0,7.7773,456300.0,NEAR OCEAN
+-122.33,37.39,52.0,573.0,102.0,232.0,92.0,6.2263,500001.0,NEAR OCEAN
+-122.27,37.32,37.0,2607.0,534.0,1346.0,507.0,5.3951,277700.0,NEAR OCEAN
+-122.27,37.24,30.0,2762.0,593.0,1581.0,502.0,5.1002,319400.0,NEAR OCEAN
+-122.38,37.18,52.0,1746.0,315.0,941.0,220.0,3.3047,286100.0,NEAR OCEAN
+-119.77,34.44,24.0,5652.0,1313.0,2312.0,1294.0,2.4717,295300.0,NEAR OCEAN
+-119.78,34.45,9.0,1830.0,353.0,1515.0,220.0,4.2109,450000.0,NEAR OCEAN
+-119.79,34.45,24.0,2746.0,433.0,1076.0,380.0,5.8635,348700.0,NEAR OCEAN
+-119.75,34.45,26.0,3578.0,677.0,1504.0,618.0,4.1375,395000.0,NEAR OCEAN
+-119.75,34.44,28.0,1080.0,298.0,524.0,251.0,1.8432,327300.0,NEAR OCEAN
+-119.76,34.44,28.0,1985.0,582.0,1092.0,548.0,2.4701,290900.0,NEAR OCEAN
+-119.75,34.45,6.0,2864.0,,1404.0,603.0,5.5073,263800.0,NEAR OCEAN
+-119.78,34.48,21.0,2377.0,322.0,1007.0,328.0,7.9248,500001.0,NEAR OCEAN
+-119.75,34.5,26.0,3563.0,579.0,1479.0,575.0,5.9522,438400.0,<1H OCEAN
+-119.78,34.45,23.0,2077.0,306.0,705.0,256.0,6.4744,500001.0,NEAR OCEAN
+-119.73,34.44,38.0,1729.0,,801.0,395.0,3.1364,357500.0,NEAR OCEAN
+-119.73,34.43,35.0,2703.0,654.0,1383.0,631.0,4.5278,340400.0,NEAR OCEAN
+-119.74,34.44,26.0,4257.0,1031.0,1861.0,950.0,3.4047,294500.0,NEAR OCEAN
+-119.72,34.43,30.0,2491.0,656.0,1091.0,576.0,2.5139,279500.0,<1H OCEAN
+-119.72,34.43,27.0,984.0,299.0,777.0,313.0,2.5694,275000.0,<1H OCEAN
+-119.72,34.43,46.0,1332.0,329.0,746.0,310.0,3.6719,357400.0,<1H OCEAN
+-119.72,34.43,36.0,1156.0,309.0,521.0,304.0,2.6014,320600.0,<1H OCEAN
+-119.72,34.43,33.0,1028.0,377.0,753.0,356.0,2.3454,243800.0,<1H OCEAN
+-119.71,34.43,18.0,1170.0,372.0,681.0,346.0,2.1974,255000.0,<1H OCEAN
+-119.71,34.42,31.0,1643.0,499.0,1253.0,499.0,3.1563,267000.0,<1H OCEAN
+-119.71,34.43,47.0,1572.0,417.0,790.0,384.0,2.6429,279200.0,<1H OCEAN
+-119.72,34.44,50.0,3265.0,509.0,1256.0,443.0,6.3997,500001.0,<1H OCEAN
+-119.71,34.44,52.0,1837.0,343.0,711.0,355.0,4.1316,443000.0,<1H OCEAN
+-119.7,34.43,37.0,1462.0,306.0,678.0,322.0,5.1545,418400.0,<1H OCEAN
+-119.71,34.43,48.0,2408.0,536.0,1005.0,497.0,3.5213,458600.0,<1H OCEAN
+-119.7,34.43,39.0,1486.0,467.0,758.0,409.0,2.6875,320600.0,<1H OCEAN
+-119.7,34.43,52.0,977.0,289.0,412.0,272.0,2.125,300000.0,<1H OCEAN
+-119.7,34.47,32.0,3725.0,569.0,1304.0,527.0,7.7261,500001.0,<1H OCEAN
+-119.72,34.47,34.0,3262.0,533.0,1265.0,502.0,5.8411,381800.0,<1H OCEAN
+-119.71,34.45,35.0,2183.0,363.0,988.0,351.0,5.5922,384400.0,<1H OCEAN
+-119.71,34.44,41.0,2220.0,367.0,927.0,355.0,5.3184,376000.0,<1H OCEAN
+-119.72,34.44,43.0,1781.0,342.0,663.0,358.0,4.7,293800.0,<1H OCEAN
+-119.72,34.44,39.0,1489.0,304.0,700.0,268.0,3.8819,289900.0,<1H OCEAN
+-119.73,34.44,48.0,2114.0,390.0,973.0,367.0,4.8021,351100.0,NEAR OCEAN
+-119.73,34.45,44.0,2261.0,328.0,763.0,294.0,6.7449,415600.0,<1H OCEAN
+-119.74,34.44,27.0,1251.0,282.0,503.0,283.0,2.8,353000.0,NEAR OCEAN
+-119.74,34.45,29.0,2526.0,388.0,1092.0,409.0,6.0597,383100.0,<1H OCEAN
+-119.69,34.44,41.0,1989.0,271.0,666.0,269.0,6.8406,500001.0,<1H OCEAN
+-119.69,34.43,44.0,2440.0,485.0,1011.0,442.0,4.149,443600.0,<1H OCEAN
+-119.7,34.43,35.0,1402.0,369.0,654.0,385.0,2.6205,318800.0,<1H OCEAN
+-119.69,34.43,43.0,1257.0,311.0,671.0,263.0,2.875,280600.0,<1H OCEAN
+-119.69,34.43,37.0,2801.0,497.0,1150.0,476.0,5.8311,387700.0,<1H OCEAN
+-119.68,34.44,23.0,2600.0,398.0,917.0,374.0,8.7394,500001.0,<1H OCEAN
+-119.67,34.47,35.0,2700.0,422.0,1995.0,383.0,4.9757,500001.0,<1H OCEAN
+-119.66,34.44,26.0,2790.0,413.0,1014.0,397.0,6.5631,500001.0,<1H OCEAN
+-119.66,34.43,27.0,5509.0,1059.0,2591.0,979.0,3.8456,500001.0,<1H OCEAN
+-119.67,34.44,32.0,3202.0,537.0,1316.0,538.0,5.2888,463800.0,<1H OCEAN
+-119.69,34.43,30.0,1273.0,343.0,1082.0,325.0,2.5104,228100.0,<1H OCEAN
+-119.68,34.43,33.0,1961.0,462.0,1693.0,445.0,2.9896,236000.0,<1H OCEAN
+-119.68,34.43,49.0,1785.0,386.0,1267.0,380.0,3.5208,251200.0,<1H OCEAN
+-119.67,34.38,28.0,1814.0,526.0,849.0,420.0,3.1625,364300.0,<1H OCEAN
+-119.68,34.42,38.0,1452.0,354.0,1139.0,340.0,2.707,236800.0,<1H OCEAN
+-119.67,34.43,39.0,1467.0,381.0,1404.0,374.0,2.3681,241400.0,<1H OCEAN
+-119.67,34.42,37.0,1673.0,444.0,1477.0,446.0,2.0643,246700.0,<1H OCEAN
+-119.67,34.42,23.0,1333.0,393.0,1369.0,381.0,2.5947,232600.0,<1H OCEAN
+-119.7,34.43,52.0,1364.0,460.0,804.0,400.0,2.375,293800.0,<1H OCEAN
+-119.7,34.42,52.0,329.0,109.0,291.0,102.0,1.4722,350000.0,<1H OCEAN
+-119.7,34.42,41.0,725.0,239.0,582.0,214.0,3.1667,362500.0,<1H OCEAN
+-119.69,34.42,17.0,1826.0,544.0,1325.0,532.0,1.2762,253600.0,<1H OCEAN
+-119.69,34.42,52.0,302.0,112.0,392.0,114.0,2.5978,258300.0,<1H OCEAN
+-119.71,34.42,52.0,1838.0,692.0,851.0,576.0,1.4851,237500.0,<1H OCEAN
+-119.71,34.42,49.0,1560.0,436.0,1041.0,411.0,2.925,246900.0,<1H OCEAN
+-119.71,34.42,39.0,1172.0,322.0,606.0,316.0,2.16,259100.0,<1H OCEAN
+-119.71,34.42,50.0,840.0,279.0,488.0,270.0,2.2097,258300.0,<1H OCEAN
+-119.7,34.42,43.0,1802.0,557.0,1490.0,538.0,2.675,247900.0,<1H OCEAN
+-119.7,34.41,52.0,1526.0,458.0,1633.0,449.0,2.2069,226500.0,NEAR OCEAN
+-119.72,34.42,37.0,1635.0,427.0,1027.0,408.0,3.5905,264700.0,NEAR OCEAN
+-119.72,34.42,31.0,1524.0,383.0,1257.0,398.0,2.6019,250000.0,NEAR OCEAN
+-119.72,34.42,49.0,1610.0,370.0,961.0,351.0,2.6983,260100.0,NEAR OCEAN
+-119.72,34.42,52.0,1759.0,387.0,980.0,402.0,4.0125,261000.0,NEAR OCEAN
+-119.71,34.42,52.0,1411.0,324.0,1091.0,306.0,4.1062,252900.0,<1H OCEAN
+-119.71,34.42,23.0,2068.0,658.0,1898.0,570.0,2.5506,230800.0,<1H OCEAN
+-119.71,34.41,31.0,1034.0,319.0,997.0,308.0,2.6538,231800.0,NEAR OCEAN
+-119.73,34.35,20.0,1648.0,319.0,905.0,307.0,4.375,335200.0,NEAR OCEAN
+-119.71,34.36,34.0,1706.0,276.0,628.0,243.0,4.1842,364000.0,NEAR OCEAN
+-119.7,34.36,35.0,1604.0,334.0,904.0,337.0,4.7411,336400.0,NEAR OCEAN
+-119.71,34.4,36.0,1846.0,358.0,748.0,329.0,4.2283,326800.0,NEAR OCEAN
+-119.7,34.4,25.0,1858.0,493.0,865.0,460.0,3.0938,312500.0,NEAR OCEAN
+-119.72,34.41,35.0,871.0,145.0,354.0,154.0,4.3214,341800.0,NEAR OCEAN
+-119.71,34.4,27.0,3782.0,771.0,1742.0,751.0,4.0451,395100.0,NEAR OCEAN
+-119.71,34.41,18.0,1225.0,317.0,694.0,306.0,3.6823,255000.0,NEAR OCEAN
+-119.7,34.41,19.0,1215.0,360.0,1349.0,423.0,2.6607,226500.0,NEAR OCEAN
+-119.7,34.41,19.0,2086.0,575.0,1701.0,530.0,2.8042,236100.0,NEAR OCEAN
+-119.69,34.38,39.0,1383.0,459.0,677.0,362.0,2.25,281300.0,NEAR OCEAN
+-119.69,34.41,44.0,1208.0,357.0,603.0,297.0,2.6103,500000.0,<1H OCEAN
+-119.75,34.43,23.0,2982.0,837.0,1317.0,787.0,3.3776,283200.0,NEAR OCEAN
+-119.74,34.43,26.0,3119.0,562.0,1459.0,562.0,5.0434,340400.0,NEAR OCEAN
+-119.75,34.4,31.0,1997.0,299.0,826.0,301.0,6.8927,500001.0,NEAR OCEAN
+-119.73,34.43,27.0,1448.0,404.0,978.0,338.0,2.303,261000.0,NEAR OCEAN
+-119.73,34.42,23.0,1364.0,227.0,638.0,238.0,5.3279,413900.0,NEAR OCEAN
+-119.73,34.42,25.0,2024.0,312.0,907.0,335.0,5.4127,392800.0,NEAR OCEAN
+-119.72,34.41,35.0,1853.0,375.0,878.0,338.0,4.9044,335300.0,NEAR OCEAN
+-119.74,34.41,30.0,2365.0,417.0,1053.0,409.0,5.5959,346200.0,NEAR OCEAN
+-119.73,34.41,29.0,1769.0,297.0,703.0,269.0,4.4375,350000.0,NEAR OCEAN
+-119.72,34.41,26.0,1648.0,378.0,954.0,405.0,3.2895,335000.0,NEAR OCEAN
+-119.74,34.35,34.0,1664.0,292.0,705.0,257.0,5.0,329400.0,NEAR OCEAN
+-119.74,34.38,32.0,1479.0,287.0,830.0,288.0,5.345,322600.0,NEAR OCEAN
+-119.63,34.42,42.0,1765.0,263.0,753.0,260.0,8.5608,500001.0,<1H OCEAN
+-119.64,34.43,34.0,3045.0,570.0,1002.0,488.0,5.623,500001.0,<1H OCEAN
+-119.63,34.4,29.0,3865.0,814.0,1266.0,613.0,6.0069,500001.0,<1H OCEAN
+-119.64,34.43,32.0,1872.0,318.0,749.0,296.0,4.625,500001.0,<1H OCEAN
+-119.61,34.45,33.0,3597.0,519.0,1207.0,479.0,5.3963,500001.0,<1H OCEAN
+-119.63,34.44,37.0,3188.0,442.0,984.0,376.0,9.4522,500001.0,<1H OCEAN
+-119.61,34.43,16.0,2665.0,391.0,794.0,311.0,9.0267,500001.0,<1H OCEAN
+-119.53,34.41,8.0,1705.0,400.0,886.0,391.0,3.9659,297400.0,<1H OCEAN
+-119.52,34.41,20.0,4489.0,800.0,2867.0,765.0,4.806,279700.0,<1H OCEAN
+-119.51,34.4,24.0,3422.0,596.0,1763.0,601.0,5.2039,301300.0,NEAR OCEAN
+-119.51,34.4,15.0,1112.0,256.0,411.0,245.0,2.0625,314300.0,NEAR OCEAN
+-119.52,34.39,23.0,1414.0,365.0,889.0,345.0,2.6397,250000.0,NEAR OCEAN
+-119.51,34.39,32.0,1921.0,394.0,951.0,334.0,3.233,346000.0,NEAR OCEAN
+-119.52,34.4,20.0,1834.0,477.0,1305.0,417.0,3.2125,251000.0,NEAR OCEAN
+-119.53,34.38,22.0,2323.0,727.0,1301.0,478.0,2.7864,300000.0,NEAR OCEAN
+-119.53,34.4,14.0,1671.0,383.0,1079.0,365.0,3.1389,248700.0,<1H OCEAN
+-119.51,34.46,28.0,3506.0,563.0,1362.0,483.0,6.091,500001.0,<1H OCEAN
+-119.55,34.38,17.0,1951.0,368.0,681.0,350.0,2.7275,500001.0,<1H OCEAN
+-119.57,34.38,22.0,2512.0,426.0,919.0,341.0,5.759,425000.0,<1H OCEAN
+-119.59,34.43,28.0,2718.0,542.0,1066.0,442.0,4.2059,500001.0,<1H OCEAN
+-119.59,34.39,35.0,622.0,170.0,278.0,139.0,3.6969,335000.0,<1H OCEAN
+-119.5,34.35,39.0,308.0,38.0,59.0,21.0,11.7794,500001.0,NEAR OCEAN
+-119.49,34.39,17.0,4617.0,982.0,2303.0,923.0,3.9224,230600.0,NEAR OCEAN
+-119.72,34.77,35.0,2469.0,553.0,1168.0,427.0,2.4583,62100.0,<1H OCEAN
+-120.18,34.75,17.0,2074.0,382.0,1035.0,359.0,3.7958,400000.0,<1H OCEAN
+-120.27,34.72,14.0,1289.0,277.0,693.0,237.0,3.2569,230800.0,<1H OCEAN
+-120.18,34.62,25.0,1337.0,219.0,671.0,225.0,3.1912,226400.0,NEAR OCEAN
+-120.2,34.63,14.0,2647.0,515.0,1487.0,488.0,4.4519,227900.0,NEAR OCEAN
+-120.2,34.61,15.0,2958.0,690.0,1348.0,617.0,3.8582,215200.0,NEAR OCEAN
+-120.13,34.63,11.0,2137.0,339.0,916.0,338.0,5.5221,394900.0,NEAR OCEAN
+-120.12,34.6,10.0,2426.0,426.0,966.0,419.0,5.5106,290900.0,NEAR OCEAN
+-120.14,34.6,22.0,2136.0,465.0,1143.0,409.0,2.9479,243100.0,NEAR OCEAN
+-120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,500001.0,NEAR OCEAN
+-120.14,34.59,9.0,2536.0,499.0,832.0,385.0,2.5743,309800.0,NEAR OCEAN
+-120.14,34.59,24.0,1601.0,282.0,731.0,285.0,4.2026,259800.0,NEAR OCEAN
+-120.04,34.72,13.0,3942.0,585.0,1542.0,515.0,6.6054,500001.0,NEAR OCEAN
+-120.11,34.66,18.0,1348.0,238.0,631.0,247.0,5.3154,289400.0,NEAR OCEAN
+-120.08,34.64,18.0,2375.0,429.0,1048.0,369.0,4.2222,375000.0,NEAR OCEAN
+-120.08,34.62,11.0,3478.0,588.0,1693.0,582.0,4.6554,272300.0,NEAR OCEAN
+-120.09,34.62,18.0,2708.0,382.0,988.0,359.0,5.5194,367000.0,NEAR OCEAN
+-120.11,34.62,16.0,2943.0,394.0,959.0,359.0,6.2094,440000.0,NEAR OCEAN
+-120.09,34.61,11.0,586.0,125.0,317.0,74.0,2.8906,84400.0,NEAR OCEAN
+-120.08,34.59,24.0,1874.0,319.0,820.0,315.0,5.1909,390200.0,NEAR OCEAN
+-120.01,34.54,30.0,2992.0,609.0,1288.0,465.0,3.9375,292900.0,NEAR OCEAN
+-120.44,34.91,12.0,3189.0,463.0,1200.0,442.0,5.299,226800.0,<1H OCEAN
+-120.45,34.91,16.0,712.0,147.0,355.0,162.0,2.56,150000.0,<1H OCEAN
+-120.48,34.9,20.0,3842.0,630.0,2490.0,662.0,3.0559,120100.0,<1H OCEAN
+-120.45,34.88,15.0,2143.0,286.0,929.0,315.0,5.7306,269700.0,<1H OCEAN
+-120.44,34.88,9.0,3124.0,415.0,1169.0,407.0,6.7694,275100.0,<1H OCEAN
+-120.45,34.87,4.0,1533.0,221.0,545.0,191.0,7.5696,328700.0,<1H OCEAN
+-120.44,34.87,13.0,2312.0,352.0,1084.0,388.0,5.038,194000.0,<1H OCEAN
+-120.45,34.86,23.0,3415.0,778.0,1492.0,633.0,2.2791,114800.0,NEAR OCEAN
+-120.4,34.86,11.0,1633.0,348.0,504.0,327.0,2.0508,275000.0,<1H OCEAN
+-120.4,34.85,26.0,2384.0,385.0,1323.0,400.0,4.8185,157900.0,<1H OCEAN
+-120.41,34.86,15.0,978.0,187.0,407.0,182.0,4.375,158000.0,<1H OCEAN
+-120.43,34.86,17.0,3172.0,506.0,1538.0,473.0,4.3125,168100.0,<1H OCEAN
+-120.43,34.86,17.0,1932.0,347.0,874.0,312.0,3.8203,141500.0,<1H OCEAN
+-120.37,34.9,17.0,2649.0,386.0,1057.0,362.0,4.7813,326800.0,<1H OCEAN
+-120.33,34.87,24.0,2590.0,404.0,1093.0,338.0,3.9375,341200.0,<1H OCEAN
+-120.42,34.91,4.0,6986.0,1217.0,2801.0,1212.0,3.2135,212700.0,<1H OCEAN
+-120.43,34.9,27.0,2019.0,354.0,1029.0,346.0,3.5391,144700.0,<1H OCEAN
+-120.43,34.9,30.0,2388.0,393.0,1117.0,375.0,4.1058,164000.0,<1H OCEAN
+-120.41,34.88,8.0,3119.0,620.0,1159.0,544.0,3.5288,165500.0,<1H OCEAN
+-120.42,34.89,24.0,2020.0,307.0,855.0,283.0,5.0099,162500.0,<1H OCEAN
+-120.43,34.89,30.0,1979.0,342.0,999.0,320.0,5.0286,158000.0,<1H OCEAN
+-120.43,34.89,28.0,2862.0,478.0,1384.0,463.0,4.6694,158200.0,<1H OCEAN
+-120.43,34.88,22.0,2580.0,381.0,1149.0,372.0,5.0113,158600.0,<1H OCEAN
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+-120.41,34.88,4.0,3680.0,559.0,1678.0,569.0,5.0639,201700.0,<1H OCEAN
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+-120.41,34.87,32.0,1997.0,317.0,866.0,281.0,5.062,158900.0,<1H OCEAN
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+-120.43,34.95,50.0,1966.0,413.0,985.0,403.0,2.3506,136100.0,<1H OCEAN
+-120.43,34.95,43.0,2020.0,344.0,692.0,310.0,3.6815,181800.0,<1H OCEAN
+-120.42,34.94,32.0,2844.0,551.0,1337.0,516.0,2.7188,133700.0,<1H OCEAN
+-120.43,34.93,4.0,2866.0,648.0,1311.0,578.0,2.8649,186500.0,<1H OCEAN
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+-120.43,34.98,21.0,2725.0,514.0,1466.0,488.0,3.6639,128600.0,<1H OCEAN
+-120.43,34.97,28.0,1433.0,270.0,1001.0,278.0,4.0125,130100.0,<1H OCEAN
+-120.42,34.96,20.0,1678.0,307.0,840.0,316.0,4.4342,160700.0,<1H OCEAN
+-120.43,34.96,24.0,2739.0,414.0,1171.0,413.0,4.8155,162900.0,<1H OCEAN
+-120.43,34.96,24.0,1799.0,470.0,1416.0,408.0,2.0673,136900.0,<1H OCEAN
+-120.42,34.96,31.0,3518.0,608.0,1386.0,572.0,3.6212,151400.0,<1H OCEAN
+-120.42,34.96,19.0,2298.0,511.0,1246.0,513.0,2.212,132000.0,<1H OCEAN
+-120.43,34.96,19.0,2350.0,631.0,1291.0,515.0,1.0349,130800.0,<1H OCEAN
+-120.42,34.97,18.0,1932.0,350.0,1071.0,346.0,4.125,139800.0,<1H OCEAN
+-120.41,34.96,16.0,2299.0,403.0,1245.0,395.0,4.2125,148300.0,<1H OCEAN
+-120.42,34.96,14.0,2069.0,343.0,1240.0,338.0,4.5066,149800.0,<1H OCEAN
+-120.38,34.96,9.0,2813.0,492.0,1144.0,490.0,4.0431,226800.0,<1H OCEAN
+-120.41,34.96,21.0,1774.0,263.0,724.0,237.0,4.65,152500.0,<1H OCEAN
+-120.41,34.96,9.0,2712.0,428.0,1116.0,415.0,4.5536,190100.0,<1H OCEAN
+-120.4,34.95,8.0,1885.0,286.0,835.0,290.0,5.0206,261000.0,<1H OCEAN
+-120.47,34.98,6.0,5762.0,1115.0,2551.0,919.0,3.0723,137300.0,<1H OCEAN
+-120.44,34.97,22.0,1619.0,360.0,1509.0,384.0,1.7941,110300.0,<1H OCEAN
+-120.44,34.97,26.0,1705.0,344.0,1605.0,307.0,3.7589,113700.0,<1H OCEAN
+-120.45,34.97,25.0,1920.0,380.0,1434.0,388.0,3.0368,129300.0,<1H OCEAN
+-120.45,34.97,10.0,1897.0,354.0,1353.0,357.0,3.7679,131300.0,<1H OCEAN
+-120.44,34.96,29.0,2374.0,562.0,1617.0,463.0,2.6531,108300.0,<1H OCEAN
+-120.44,34.96,30.0,1685.0,315.0,1290.0,368.0,3.4722,112500.0,<1H OCEAN
+-120.45,34.96,21.0,2121.0,445.0,2211.0,463.0,4.0603,117600.0,<1H OCEAN
+-120.45,34.96,11.0,1299.0,280.0,1158.0,223.0,2.5556,129200.0,<1H OCEAN
+-120.44,34.96,39.0,1228.0,379.0,851.0,341.0,1.899,113300.0,<1H OCEAN
+-120.44,34.96,34.0,1248.0,284.0,986.0,272.0,2.9167,104200.0,<1H OCEAN
+-120.45,34.96,26.0,1949.0,396.0,1575.0,377.0,2.875,121400.0,<1H OCEAN
+-120.45,34.95,32.0,1574.0,447.0,1772.0,463.0,1.8625,90200.0,<1H OCEAN
+-120.44,34.94,24.0,2481.0,476.0,1101.0,474.0,3.1576,147200.0,<1H OCEAN
+-120.47,34.94,17.0,1368.0,308.0,642.0,303.0,1.8633,109400.0,<1H OCEAN
+-120.44,34.93,15.0,868.0,244.0,1133.0,253.0,2.0995,87500.0,<1H OCEAN
+-120.44,34.93,16.0,2098.0,558.0,1252.0,492.0,2.1509,67500.0,<1H OCEAN
+-120.44,34.95,38.0,3004.0,794.0,2601.0,747.0,2.2743,106400.0,<1H OCEAN
+-120.45,34.95,10.0,2207.0,644.0,2232.0,543.0,2.375,98500.0,<1H OCEAN
+-120.44,34.94,29.0,1877.0,516.0,1634.0,492.0,1.6875,122700.0,<1H OCEAN
+-120.45,34.95,7.0,1479.0,532.0,1057.0,459.0,2.2538,162500.0,<1H OCEAN
+-120.45,34.94,26.0,1058.0,232.0,891.0,243.0,3.6422,120600.0,<1H OCEAN
+-120.45,34.94,24.0,1702.0,447.0,1240.0,417.0,2.4091,115500.0,<1H OCEAN
+-120.54,34.97,23.0,1353.0,345.0,1322.0,336.0,1.8185,97800.0,<1H OCEAN
+-120.57,34.96,27.0,1401.0,294.0,1306.0,286.0,2.5809,83200.0,NEAR OCEAN
+-120.57,34.96,38.0,1145.0,297.0,1107.0,296.0,2.1776,89100.0,NEAR OCEAN
+-120.64,34.97,5.0,2090.0,469.0,1911.0,482.0,2.4318,86100.0,NEAR OCEAN
+-120.6,34.91,44.0,711.0,140.0,384.0,116.0,2.1094,73800.0,NEAR OCEAN
+-120.59,34.7,29.0,17738.0,3114.0,12427.0,2826.0,2.7377,28300.0,NEAR OCEAN
+-120.48,34.7,26.0,3069.0,518.0,1524.0,539.0,4.3162,136400.0,NEAR OCEAN
+-120.46,34.64,11.0,562.0,164.0,504.0,147.0,2.0161,118800.0,NEAR OCEAN
+-120.46,34.65,22.0,1298.0,358.0,1272.0,363.0,1.6488,117500.0,NEAR OCEAN
+-120.46,34.64,26.0,2364.0,604.0,1520.0,529.0,1.9444,129400.0,NEAR OCEAN
+-120.47,34.64,8.0,2482.0,586.0,1427.0,540.0,3.071,120400.0,NEAR OCEAN
+-120.47,34.65,31.0,1438.0,320.0,816.0,270.0,2.4583,128100.0,NEAR OCEAN
+-120.46,34.64,16.0,686.0,217.0,614.0,200.0,0.8106,83300.0,NEAR OCEAN
+-120.44,34.64,8.0,787.0,126.0,446.0,133.0,4.6023,163400.0,NEAR OCEAN
+-120.45,34.64,30.0,2330.0,422.0,1255.0,449.0,3.8512,134600.0,NEAR OCEAN
+-120.45,34.64,27.0,2696.0,622.0,1322.0,543.0,3.0352,135400.0,NEAR OCEAN
+-120.45,34.64,40.0,1051.0,235.0,574.0,201.0,2.0865,111500.0,NEAR OCEAN
+-120.46,34.65,10.0,2143.0,593.0,1167.0,548.0,2.0819,103300.0,NEAR OCEAN
+-120.46,34.65,14.0,885.0,223.0,533.0,224.0,2.5966,109300.0,NEAR OCEAN
+-120.47,34.65,32.0,2193.0,430.0,1074.0,377.0,2.3333,130200.0,NEAR OCEAN
+-120.47,34.65,16.0,2549.0,428.0,1486.0,432.0,4.2875,150700.0,NEAR OCEAN
+-120.45,34.65,27.0,2253.0,382.0,1197.0,384.0,3.3203,134700.0,NEAR OCEAN
+-120.44,34.65,30.0,2265.0,512.0,1402.0,471.0,1.975,134000.0,NEAR OCEAN
+-120.45,34.65,27.0,2215.0,578.0,1544.0,527.0,1.9257,135300.0,NEAR OCEAN
+-120.45,34.65,21.0,1182.0,243.0,733.0,251.0,3.1442,131600.0,NEAR OCEAN
+-120.45,34.65,25.0,980.0,276.0,896.0,245.0,2.0,87500.0,NEAR OCEAN
+-120.46,34.63,48.0,1408.0,301.0,682.0,279.0,2.9271,146600.0,NEAR OCEAN
+-120.46,34.64,37.0,1697.0,334.0,740.0,272.0,2.3804,148000.0,NEAR OCEAN
+-120.47,34.64,16.0,1912.0,406.0,1009.0,417.0,3.4063,138000.0,NEAR OCEAN
+-120.45,34.64,17.0,1226.0,277.0,484.0,224.0,3.2167,112500.0,NEAR OCEAN
+-120.45,34.64,34.0,2571.0,499.0,1105.0,451.0,3.7778,150000.0,NEAR OCEAN
+-120.45,34.63,32.0,1840.0,309.0,828.0,333.0,4.5486,172400.0,NEAR OCEAN
+-120.44,34.66,22.0,3231.0,549.0,1739.0,581.0,4.5417,142400.0,NEAR OCEAN
+-120.45,34.66,7.0,3329.0,504.0,1462.0,452.0,4.7875,198300.0,NEAR OCEAN
+-120.46,34.66,5.0,2904.0,702.0,1302.0,618.0,3.0081,135200.0,NEAR OCEAN
+-120.47,34.66,4.0,3376.0,525.0,1684.0,535.0,4.9237,166600.0,NEAR OCEAN
+-120.39,34.52,40.0,2162.0,395.0,1010.0,332.0,2.5667,239300.0,NEAR OCEAN
+-120.48,34.66,4.0,1897.0,331.0,915.0,336.0,4.1563,172600.0,NEAR OCEAN
+-120.48,34.65,26.0,1933.0,316.0,1001.0,319.0,4.4628,134400.0,NEAR OCEAN
+-120.45,34.63,25.0,2445.0,368.0,983.0,363.0,4.9286,180100.0,NEAR OCEAN
+-120.47,34.63,23.0,2441.0,463.0,1392.0,434.0,3.7917,142200.0,NEAR OCEAN
+-120.46,34.74,15.0,2185.0,386.0,827.0,336.0,5.3765,223100.0,NEAR OCEAN
+-120.45,34.71,21.0,1868.0,268.0,522.0,255.0,6.4678,249300.0,NEAR OCEAN
+-120.46,34.71,17.0,2830.0,430.0,1035.0,416.0,4.9292,207200.0,NEAR OCEAN
+-120.47,34.7,24.0,2387.0,385.0,1051.0,382.0,4.4595,152700.0,NEAR OCEAN
+-120.47,34.71,21.0,2535.0,383.0,1012.0,368.0,5.6177,183800.0,NEAR OCEAN
+-120.37,34.69,18.0,1868.0,315.0,747.0,265.0,4.7946,290600.0,NEAR OCEAN
+-120.43,34.7,26.0,2353.0,389.0,1420.0,389.0,3.87,125800.0,NEAR OCEAN
+-120.43,34.69,33.0,2054.0,373.0,1067.0,358.0,3.6023,128300.0,NEAR OCEAN
+-120.44,34.68,6.0,2187.0,277.0,697.0,273.0,6.2685,307400.0,NEAR OCEAN
+-119.86,34.42,23.0,1450.0,642.0,1258.0,607.0,1.179,225000.0,NEAR OCEAN
+-119.88,34.4,25.0,2741.0,623.0,2272.0,624.0,2.2647,216700.0,NEAR OCEAN
+-119.85,34.4,14.0,2307.0,650.0,5723.0,615.0,2.1652,37500.0,NEAR OCEAN
+-119.88,34.43,14.0,2472.0,685.0,1292.0,621.0,3.3026,229500.0,NEAR OCEAN
+-119.88,34.43,16.0,1734.0,365.0,962.0,391.0,4.4777,282500.0,NEAR OCEAN
+-119.88,34.43,16.0,2206.0,541.0,1227.0,554.0,3.75,223100.0,NEAR OCEAN
+-119.88,34.42,22.0,2367.0,492.0,1333.0,488.0,3.6304,312200.0,NEAR OCEAN
+-119.91,34.4,24.0,2001.0,365.0,1170.0,330.0,6.0992,268800.0,NEAR OCEAN
+-119.83,34.45,24.0,2168.0,373.0,934.0,366.0,5.4197,280900.0,NEAR OCEAN
+-119.84,34.44,28.0,977.0,162.0,537.0,159.0,4.2404,274300.0,NEAR OCEAN
+-119.84,34.45,26.0,4424.0,616.0,1839.0,601.0,6.3654,331200.0,NEAR OCEAN
+-119.85,34.44,28.0,1765.0,301.0,1173.0,297.0,6.0256,276800.0,NEAR OCEAN
+-119.81,34.47,26.0,4382.0,618.0,1728.0,587.0,7.4734,432200.0,NEAR OCEAN
+-119.81,34.46,22.0,3488.0,452.0,1479.0,458.0,7.1687,384400.0,NEAR OCEAN
+-119.85,34.48,23.0,1915.0,277.0,724.0,267.0,6.2987,348200.0,NEAR OCEAN
+-119.88,34.44,27.0,4724.0,793.0,2394.0,738.0,5.5954,261400.0,NEAR OCEAN
+-119.89,34.44,25.0,2786.0,470.0,1669.0,462.0,5.5184,268300.0,NEAR OCEAN
+-119.89,34.44,25.0,3160.0,507.0,1514.0,523.0,5.0767,271200.0,NEAR OCEAN
+-119.92,34.44,17.0,2143.0,324.0,1073.0,330.0,6.0321,402600.0,NEAR OCEAN
+-120.05,34.47,21.0,1241.0,248.0,746.0,211.0,3.8056,425000.0,NEAR OCEAN
+-119.86,34.38,28.0,1062.0,309.0,1058.0,305.0,1.5071,316700.0,NEAR OCEAN
+-119.86,34.41,24.0,1576.0,580.0,1630.0,531.0,1.24,325000.0,NEAR OCEAN
+-119.86,34.38,26.0,1626.0,375.0,1580.0,359.0,2.1471,187500.0,NEAR OCEAN
+-119.81,34.45,24.0,3678.0,567.0,1554.0,570.0,6.5173,334000.0,NEAR OCEAN
+-119.81,34.44,23.0,3172.0,588.0,1467.0,559.0,4.6806,288900.0,NEAR OCEAN
+-119.82,34.45,24.0,3592.0,533.0,1683.0,528.0,6.7247,333800.0,NEAR OCEAN
+-119.83,34.44,26.0,1739.0,402.0,599.0,368.0,3.0875,198400.0,NEAR OCEAN
+-119.82,34.44,22.0,2239.0,475.0,1016.0,434.0,4.875,295400.0,NEAR OCEAN
+-119.81,34.44,14.0,961.0,305.0,662.0,286.0,3.2115,206300.0,NEAR OCEAN
+-119.82,34.43,15.0,1482.0,345.0,669.0,379.0,3.0773,112500.0,NEAR OCEAN
+-119.82,34.44,16.0,1414.0,463.0,793.0,439.0,3.6034,150000.0,NEAR OCEAN
+-119.82,34.44,28.0,1992.0,531.0,1622.0,509.0,2.7689,228200.0,NEAR OCEAN
+-119.83,34.44,35.0,796.0,281.0,567.0,257.0,2.1389,260000.0,NEAR OCEAN
+-119.83,34.43,31.0,798.0,346.0,699.0,301.0,2.1417,205000.0,NEAR OCEAN
+-119.77,34.43,22.0,2552.0,443.0,1066.0,424.0,5.1271,342500.0,NEAR OCEAN
+-119.77,34.43,28.0,3318.0,441.0,1604.0,404.0,9.7821,500001.0,NEAR OCEAN
+-119.79,34.4,20.0,3104.0,415.0,1061.0,380.0,9.6885,500001.0,NEAR OCEAN
+-119.8,34.44,27.0,2674.0,419.0,1176.0,416.0,5.0294,280200.0,NEAR OCEAN
+-119.8,34.43,27.0,3143.0,537.0,1760.0,570.0,4.6957,271500.0,NEAR OCEAN
+-119.8,34.43,22.0,2845.0,500.0,1456.0,454.0,5.6604,276400.0,NEAR OCEAN
+-119.79,34.44,25.0,1479.0,314.0,977.0,309.0,4.1797,271800.0,NEAR OCEAN
+-119.78,34.44,28.0,2864.0,495.0,1364.0,482.0,4.835,353400.0,NEAR OCEAN
+-119.79,34.43,26.0,3611.0,563.0,2089.0,540.0,5.1615,276200.0,NEAR OCEAN
+-121.9,37.36,38.0,1141.0,333.0,1028.0,291.0,2.7333,182500.0,<1H OCEAN
+-121.89,37.36,37.0,1525.0,363.0,1075.0,374.0,2.8971,186100.0,<1H OCEAN
+-121.88,37.36,30.0,2453.0,573.0,1845.0,530.0,3.7396,210700.0,<1H OCEAN
+-121.89,37.35,44.0,1668.0,380.0,1143.0,365.0,3.2083,181900.0,<1H OCEAN
+-121.9,37.36,47.0,1007.0,245.0,581.0,240.0,2.9545,237500.0,<1H OCEAN
+-121.9,37.35,52.0,1034.0,239.0,531.0,223.0,2.7411,227100.0,<1H OCEAN
+-121.9,37.35,42.0,2082.0,626.0,1396.0,610.0,3.25,185300.0,<1H OCEAN
+-121.9,37.34,50.0,1345.0,287.0,791.0,254.0,3.5966,245800.0,<1H OCEAN
+-121.9,37.34,52.0,241.0,69.0,385.0,64.0,2.619,212500.0,<1H OCEAN
+-121.92,37.34,35.0,357.0,120.0,377.0,99.0,3.0139,204200.0,<1H OCEAN
+-121.92,37.34,42.0,2101.0,524.0,1212.0,526.0,3.6389,239200.0,<1H OCEAN
+-121.92,37.34,52.0,2584.0,491.0,1087.0,433.0,4.4,391300.0,<1H OCEAN
+-121.92,37.33,52.0,2009.0,338.0,841.0,338.0,5.5259,295800.0,<1H OCEAN
+-121.92,37.33,52.0,2962.0,557.0,1215.0,506.0,4.7768,301100.0,<1H OCEAN
+-121.93,37.33,44.0,1449.0,291.0,676.0,282.0,3.575,292200.0,<1H OCEAN
+-121.93,37.33,44.0,2142.0,358.0,846.0,375.0,5.4273,421000.0,<1H OCEAN
+-121.94,37.33,34.0,1809.0,317.0,863.0,302.0,4.3,330500.0,<1H OCEAN
+-121.91,37.34,35.0,2189.0,607.0,1193.0,562.0,2.8042,240900.0,<1H OCEAN
+-121.91,37.33,28.0,454.0,147.0,366.0,140.0,2.9853,187500.0,<1H OCEAN
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+-122.0,37.36,17.0,2070.0,,797.0,275.0,8.6155,411200.0,<1H OCEAN
+-122.0,37.36,25.0,3534.0,949.0,1880.0,849.0,3.4238,337000.0,<1H OCEAN
+-122.0,37.36,17.0,6012.0,1737.0,3539.0,1625.0,3.8464,239400.0,<1H OCEAN
+-122.03,37.37,9.0,2966.0,770.0,1430.0,740.0,3.0047,256000.0,<1H OCEAN
+-122.03,37.37,41.0,2123.0,425.0,1032.0,435.0,4.6957,284800.0,<1H OCEAN
+-122.03,37.37,30.0,1269.0,290.0,556.0,266.0,3.8125,325000.0,<1H OCEAN
+-122.04,37.37,42.0,1125.0,273.0,616.0,258.0,3.6765,252800.0,<1H OCEAN
+-122.04,37.37,33.0,2757.0,489.0,1201.0,481.0,5.0453,311600.0,<1H OCEAN
+-122.04,37.38,38.0,2850.0,550.0,1518.0,514.0,4.2028,273600.0,<1H OCEAN
+-122.03,37.38,21.0,2667.0,798.0,1433.0,727.0,3.8732,252400.0,<1H OCEAN
+-122.02,37.38,43.0,1261.0,317.0,836.0,333.0,4.0911,224600.0,<1H OCEAN
+-122.01,37.38,32.0,726.0,204.0,538.0,203.0,4.505,230400.0,<1H OCEAN
+-122.02,37.37,8.0,5686.0,1489.0,3250.0,1329.0,4.2782,327700.0,<1H OCEAN
+-122.01,37.37,11.0,2559.0,694.0,1309.0,668.0,4.1847,167300.0,<1H OCEAN
+-122.01,37.37,25.0,2213.0,360.0,1066.0,390.0,7.2165,360900.0,<1H OCEAN
+-122.0,37.37,16.0,1434.0,372.0,804.0,361.0,3.7045,178100.0,<1H OCEAN
+-122.03,37.39,22.0,3280.0,933.0,1842.0,795.0,4.4107,232700.0,<1H OCEAN
+-122.02,37.38,32.0,1889.0,487.0,1321.0,508.0,3.2574,254400.0,<1H OCEAN
+-122.01,37.39,26.0,2500.0,962.0,2374.0,879.0,3.5586,222200.0,<1H OCEAN
+-122.01,37.39,36.0,1976.0,361.0,1348.0,371.0,5.6447,252600.0,<1H OCEAN
+-122.0,37.39,36.0,1236.0,229.0,880.0,247.0,5.791,239400.0,<1H OCEAN
+-122.03,37.39,34.0,2600.0,650.0,1994.0,650.0,4.0223,250200.0,<1H OCEAN
+-122.02,37.4,35.0,2348.0,531.0,1475.0,498.0,4.35,261000.0,<1H OCEAN
+-122.01,37.39,16.0,3015.0,829.0,1769.0,807.0,4.0068,249500.0,<1H OCEAN
+-122.02,37.39,35.0,2297.0,497.0,1428.0,497.0,4.7431,239700.0,<1H OCEAN
+-122.04,37.39,5.0,8745.0,2211.0,3959.0,2019.0,4.7685,280100.0,<1H OCEAN
+-122.05,37.38,23.0,3200.0,907.0,2029.0,866.0,3.5649,450000.0,<1H OCEAN
+-122.05,37.38,24.0,2424.0,501.0,1367.0,507.0,4.072,364200.0,<1H OCEAN
+-122.05,37.38,29.0,1875.0,340.0,816.0,350.0,5.4351,336500.0,<1H OCEAN
+-122.06,37.38,20.0,4293.0,1272.0,2389.0,1210.0,4.2719,270800.0,NEAR BAY
+-122.05,37.37,27.0,2687.0,768.0,1362.0,725.0,3.4028,324200.0,<1H OCEAN
+-122.05,37.39,25.0,347.0,82.0,148.0,77.0,4.4531,350000.0,<1H OCEAN
+-122.06,37.4,21.0,12855.0,3226.0,7273.0,3052.0,4.3351,267400.0,NEAR BAY
+-122.06,37.39,26.0,18.0,4.0,8.0,4.0,3.75,375000.0,NEAR BAY
+-122.06,37.39,22.0,1236.0,290.0,413.0,274.0,3.6875,40000.0,NEAR BAY
+-122.06,37.38,20.0,3401.0,768.0,1497.0,747.0,4.2188,500001.0,NEAR BAY
+-122.06,37.38,21.0,1798.0,399.0,837.0,410.0,5.6999,470000.0,NEAR BAY
+-122.06,37.37,18.0,3058.0,661.0,1377.0,675.0,6.1299,500001.0,<1H OCEAN
+-122.06,37.38,20.0,2976.0,766.0,1227.0,634.0,4.8625,262500.0,NEAR BAY
+-122.07,37.39,19.0,1465.0,342.0,646.0,345.0,4.712,289300.0,NEAR BAY
+-122.08,37.4,23.0,806.0,158.0,373.0,156.0,5.9291,284600.0,NEAR BAY
+-122.07,37.4,16.0,3352.0,813.0,1440.0,729.0,3.7359,262500.0,NEAR BAY
+-122.07,37.41,26.0,1184.0,225.0,815.0,218.0,5.7657,322300.0,NEAR BAY
+-122.07,37.4,15.0,2940.0,910.0,943.0,711.0,4.359,192200.0,NEAR BAY
+-122.08,37.4,19.0,3565.0,858.0,1639.0,744.0,4.1544,277000.0,NEAR BAY
+-122.08,37.4,25.0,1750.0,341.0,999.0,319.0,5.806,308700.0,NEAR BAY
+-122.08,37.41,20.0,1896.0,456.0,1069.0,436.0,4.6875,288900.0,NEAR BAY
+-122.09,37.4,36.0,1575.0,379.0,1036.0,382.0,5.1408,264700.0,NEAR BAY
+-122.1,37.41,33.0,6277.0,1274.0,3025.0,1211.0,5.4721,343300.0,NEAR BAY
+-122.09,37.41,8.0,1480.0,414.0,856.0,445.0,2.8203,284100.0,NEAR BAY
+-122.09,37.41,14.0,753.0,193.0,421.0,153.0,4.2463,266700.0,NEAR BAY
+-122.09,37.41,18.0,1476.0,473.0,838.0,415.0,3.575,274000.0,NEAR BAY
+-122.09,37.4,22.0,1489.0,436.0,662.0,470.0,3.5179,197200.0,NEAR BAY
+-122.09,37.4,17.0,748.0,184.0,412.0,180.0,3.4375,290600.0,NEAR BAY
+-122.09,37.42,23.0,4874.0,1251.0,2699.0,1163.0,3.8003,229800.0,NEAR BAY
+-122.11,37.41,27.0,5110.0,1599.0,2764.0,1482.0,3.4198,351900.0,NEAR BAY
+-122.09,37.4,26.0,3218.0,1021.0,2087.0,964.0,3.2875,182700.0,NEAR BAY
+-122.1,37.4,27.0,3410.0,1156.0,2314.0,1086.0,3.4868,165600.0,NEAR BAY
+-122.1,37.4,23.0,1755.0,508.0,1374.0,506.0,4.3077,293500.0,NEAR BAY
+-122.1,37.4,19.0,1085.0,288.0,1009.0,305.0,3.9091,276000.0,NEAR BAY
+-122.11,37.4,16.0,1994.0,489.0,1173.0,472.0,4.1875,266400.0,NEAR BAY
+-122.11,37.4,15.0,255.0,63.0,138.0,74.0,4.6591,175000.0,NEAR BAY
+-122.1,37.4,23.0,514.0,210.0,367.0,206.0,3.1736,181300.0,NEAR BAY
+-122.08,37.4,52.0,766.0,203.0,448.0,196.0,2.5208,316700.0,NEAR BAY
+-122.09,37.39,43.0,2065.0,535.0,1029.0,500.0,3.7318,327700.0,NEAR BAY
+-122.09,37.39,30.0,1722.0,490.0,1057.0,517.0,3.725,261300.0,NEAR BAY
+-122.09,37.4,24.0,3983.0,1126.0,2645.0,1072.0,3.6742,275000.0,NEAR BAY
+-122.08,37.39,44.0,1498.0,430.0,848.0,400.0,2.8438,307100.0,NEAR BAY
+-122.08,37.39,46.0,1115.0,248.0,543.0,248.0,3.2083,334300.0,NEAR BAY
+-122.08,37.39,4.0,2292.0,,1050.0,584.0,4.8036,340000.0,NEAR BAY
+-122.07,37.39,30.0,1695.0,480.0,932.0,447.0,3.5045,352500.0,NEAR BAY
+-122.07,37.39,37.0,1169.0,239.0,589.0,249.0,5.0131,330300.0,NEAR BAY
+-122.07,37.38,26.0,1272.0,306.0,562.0,284.0,4.5644,280200.0,NEAR BAY
+-122.08,37.39,39.0,2210.0,483.0,1023.0,450.0,4.5833,342400.0,NEAR BAY
+-122.1,37.39,31.0,1117.0,304.0,591.0,302.0,3.5909,353100.0,NEAR BAY
+-122.1,37.39,36.0,1860.0,367.0,794.0,366.0,5.0871,354500.0,NEAR BAY
+-122.09,37.39,34.0,1508.0,483.0,774.0,443.0,2.7279,365600.0,NEAR BAY
+-122.09,37.39,36.0,1035.0,196.0,475.0,205.0,5.5385,359000.0,NEAR BAY
+-122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,414700.0,NEAR BAY
+-122.09,37.38,36.0,2587.0,416.0,1055.0,410.0,6.1995,407200.0,NEAR BAY
+-122.08,37.38,33.0,2771.0,659.0,1496.0,581.0,3.4042,353600.0,NEAR BAY
+-122.08,37.38,36.0,857.0,156.0,448.0,168.0,5.0086,366700.0,NEAR BAY
+-122.08,37.38,36.0,1199.0,198.0,485.0,199.0,5.0796,373400.0,NEAR BAY
+-122.08,37.38,36.0,782.0,130.0,348.0,128.0,6.828,383900.0,NEAR BAY
+-122.08,37.37,29.0,1229.0,,707.0,194.0,7.1108,465000.0,NEAR BAY
+-122.09,37.37,27.0,1269.0,186.0,464.0,182.0,6.8374,500001.0,NEAR BAY
+-122.09,37.37,34.0,2165.0,355.0,776.0,339.0,5.2971,442100.0,NEAR BAY
+-122.08,37.38,25.0,830.0,228.0,368.0,174.0,3.3917,342900.0,NEAR BAY
+-122.07,37.37,22.0,3770.0,727.0,1657.0,762.0,4.8021,457500.0,NEAR BAY
+-122.07,37.37,30.0,2937.0,407.0,1097.0,407.0,7.9813,473500.0,NEAR BAY
+-122.07,37.36,21.0,3244.0,426.0,1158.0,415.0,7.5,500001.0,<1H OCEAN
+-122.06,37.36,34.0,1747.0,250.0,662.0,257.0,6.8268,500001.0,<1H OCEAN
+-122.07,37.36,28.0,4612.0,608.0,1686.0,567.0,10.0346,500001.0,<1H OCEAN
+-122.08,37.36,31.0,2717.0,376.0,1001.0,381.0,9.281,500001.0,NEAR BAY
+-122.09,37.36,37.0,1550.0,238.0,805.0,250.0,5.0222,500001.0,NEAR BAY
+-122.09,37.36,37.0,2269.0,325.0,930.0,321.0,7.5274,500001.0,NEAR BAY
+-122.08,37.36,28.0,2181.0,284.0,728.0,238.0,8.2266,500001.0,NEAR BAY
+-122.06,37.35,30.0,2040.0,294.0,787.0,278.0,8.758,500001.0,<1H OCEAN
+-122.07,37.34,33.0,1208.0,198.0,495.0,216.0,5.4659,500001.0,<1H OCEAN
+-122.07,37.34,35.0,1172.0,184.0,512.0,175.0,7.3561,500001.0,<1H OCEAN
+-122.07,37.35,35.0,1447.0,205.0,619.0,206.0,9.8144,500001.0,<1H OCEAN
+-122.07,37.35,35.0,1579.0,210.0,570.0,196.0,8.5888,500001.0,<1H OCEAN
+-122.08,37.35,35.0,1347.0,207.0,548.0,189.0,7.7068,500001.0,NEAR BAY
+-122.07,37.34,30.0,1851.0,238.0,631.0,236.0,10.1007,500001.0,<1H OCEAN
+-122.08,37.34,23.0,2597.0,335.0,922.0,338.0,10.5142,500001.0,<1H OCEAN
+-122.08,37.34,28.0,1643.0,216.0,594.0,205.0,12.367,500001.0,<1H OCEAN
+-122.08,37.35,33.0,2398.0,317.0,832.0,314.0,10.3591,500001.0,NEAR BAY
+-122.1,37.38,37.0,4167.0,612.0,1577.0,597.0,7.5655,500001.0,NEAR BAY
+-122.1,37.37,37.0,2511.0,354.0,945.0,348.0,8.3924,500001.0,NEAR BAY
+-122.1,37.37,40.0,2224.0,354.0,929.0,345.0,8.1064,500001.0,NEAR BAY
+-122.11,37.37,22.0,1477.0,195.0,520.0,187.0,10.3329,500001.0,NEAR BAY
+-122.11,37.38,36.0,3598.0,500.0,1296.0,533.0,7.8177,500001.0,NEAR BAY
+-122.11,37.38,22.0,3638.0,719.0,1329.0,650.0,5.0804,500001.0,NEAR BAY
+-122.11,37.37,49.0,1068.0,190.0,410.0,171.0,7.2045,500001.0,NEAR BAY
+-122.12,37.37,18.0,1617.0,231.0,555.0,222.0,8.9021,500001.0,NEAR BAY
+-122.11,37.4,31.0,2836.0,490.0,1138.0,481.0,4.9519,500001.0,NEAR BAY
+-122.11,37.39,36.0,1660.0,261.0,655.0,249.0,6.3967,500001.0,NEAR BAY
+-122.1,37.39,35.0,2471.0,349.0,881.0,342.0,7.6229,500001.0,NEAR BAY
+-122.12,37.4,31.0,2356.0,405.0,921.0,358.0,7.0245,500001.0,NEAR BAY
+-122.12,37.39,34.0,3561.0,497.0,1336.0,501.0,8.9172,500001.0,NEAR BAY
+-122.12,37.38,34.0,1443.0,218.0,504.0,200.0,8.4709,500001.0,NEAR BAY
+-122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,500001.0,NEAR BAY
+-122.13,37.4,29.0,6027.0,1195.0,2687.0,1171.0,5.1335,461200.0,NEAR BAY
+-122.13,37.41,36.0,4787.0,900.0,2039.0,890.0,5.4063,440900.0,NEAR BAY
+-122.14,37.41,35.0,2419.0,426.0,949.0,433.0,6.4588,437100.0,NEAR BAY
+-122.14,37.42,46.0,206.0,44.0,134.0,51.0,4.15,265000.0,NEAR BAY
+-122.13,37.42,36.0,3982.0,1045.0,2251.0,995.0,3.5364,314100.0,NEAR BAY
+-122.12,37.41,33.0,2892.0,617.0,1250.0,581.0,5.3727,360900.0,NEAR BAY
+-122.11,37.43,35.0,3584.0,535.0,1405.0,538.0,7.3023,451300.0,NEAR BAY
+-122.11,37.43,35.0,3905.0,565.0,1562.0,553.0,7.313,463700.0,NEAR BAY
+-122.11,37.42,32.0,3058.0,595.0,1267.0,540.0,6.4949,417800.0,NEAR BAY
+-122.11,37.41,35.0,2712.0,428.0,1084.0,425.0,7.1382,443800.0,NEAR BAY
+-122.11,37.41,33.0,1641.0,284.0,659.0,282.0,6.0884,432900.0,NEAR BAY
+-122.12,37.42,35.0,2445.0,533.0,1187.0,519.0,5.2803,362100.0,NEAR BAY
+-122.12,37.42,36.0,2607.0,551.0,1165.0,523.0,5.1524,373100.0,NEAR BAY
+-122.13,37.43,40.0,3454.0,648.0,1498.0,647.0,5.2114,438400.0,NEAR BAY
+-122.13,37.43,32.0,4398.0,878.0,1799.0,792.0,4.7375,431900.0,NEAR BAY
+-122.12,37.43,36.0,3212.0,553.0,1455.0,574.0,6.46,425500.0,NEAR BAY
+-122.12,37.44,33.0,2974.0,623.0,1435.0,588.0,5.485,406300.0,NEAR BAY
+-122.13,37.44,42.0,2390.0,462.0,1146.0,468.0,6.3111,397400.0,NEAR BAY
+-122.12,37.44,33.0,1509.0,303.0,748.0,268.0,4.875,373400.0,NEAR BAY
+-122.11,37.44,35.0,2016.0,349.0,1023.0,376.0,5.6413,376600.0,NEAR BAY
+-122.12,37.43,33.0,3262.0,668.0,1411.0,626.0,5.316,398100.0,NEAR BAY
+-122.13,37.45,37.0,2295.0,332.0,933.0,332.0,6.7257,500001.0,NEAR BAY
+-122.13,37.45,37.0,1287.0,197.0,510.0,206.0,7.9029,500001.0,NEAR BAY
+-122.13,37.45,41.0,3233.0,540.0,1251.0,506.0,6.6354,500001.0,NEAR BAY
+-122.13,37.44,43.0,3004.0,440.0,1088.0,427.0,9.1508,500001.0,NEAR BAY
+-122.13,37.44,38.0,2835.0,447.0,1148.0,446.0,5.9277,446600.0,NEAR BAY
+-122.15,37.46,39.0,906.0,109.0,353.0,112.0,10.3942,500001.0,NEAR BAY
+-122.16,37.45,52.0,1135.0,219.0,441.0,200.0,7.5418,492000.0,NEAR BAY
+-122.15,37.46,52.0,1803.0,257.0,683.0,259.0,10.9508,500001.0,NEAR BAY
+-122.14,37.45,52.0,3841.0,537.0,1391.0,540.0,7.8647,500001.0,NEAR BAY
+-122.15,37.45,52.0,2117.0,353.0,734.0,328.0,6.767,500001.0,NEAR BAY
+-122.14,37.45,48.0,2074.0,297.0,700.0,279.0,8.7051,500001.0,NEAR BAY
+-122.15,37.45,52.0,568.0,91.0,219.0,75.0,6.1575,500001.0,NEAR BAY
+-122.16,37.45,47.0,4234.0,,1808.0,1093.0,4.2297,425000.0,NEAR BAY
+-122.16,37.45,19.0,2207.0,810.0,1304.0,775.0,2.1406,402500.0,NEAR BAY
+-122.16,37.45,37.0,2926.0,874.0,1363.0,815.0,4.5987,356000.0,NEAR BAY
+-122.16,37.44,34.0,2199.0,529.0,1193.0,532.0,4.2972,405900.0,NEAR BAY
+-122.15,37.44,52.0,2063.0,320.0,774.0,309.0,7.2543,500001.0,NEAR BAY
+-122.15,37.44,52.0,1400.0,217.0,522.0,227.0,4.9861,500001.0,NEAR BAY
+-122.15,37.44,52.0,1945.0,293.0,708.0,275.0,6.1655,500001.0,NEAR BAY
+-122.14,37.44,52.0,3117.0,468.0,1114.0,421.0,6.6756,500001.0,NEAR BAY
+-122.14,37.43,52.0,1944.0,308.0,696.0,293.0,8.2664,500001.0,NEAR BAY
+-122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,500001.0,NEAR BAY
+-122.14,37.43,52.0,1383.0,227.0,551.0,249.0,6.5829,500001.0,NEAR BAY
+-122.15,37.43,47.0,2600.0,490.0,1149.0,465.0,5.0203,476300.0,NEAR BAY
+-122.15,37.42,44.0,3558.0,839.0,1779.0,832.0,3.9243,404800.0,NEAR BAY
+-122.14,37.43,18.0,2060.0,563.0,1144.0,600.0,4.0686,378600.0,NEAR BAY
+-122.15,37.43,20.0,11709.0,,7604.0,3589.0,1.9045,375000.0,NEAR BAY
+-122.16,37.42,34.0,4448.0,610.0,2571.0,581.0,11.0492,500001.0,NEAR OCEAN
+-122.15,37.41,15.0,2577.0,360.0,979.0,364.0,10.476,500001.0,NEAR BAY
+-122.17,37.43,24.0,3924.0,1142.0,7174.0,950.0,4.0972,387500.0,NEAR OCEAN
+-122.15,37.41,29.0,473.0,103.0,359.0,87.0,7.0309,475000.0,NEAR BAY
+-122.18,37.41,21.0,1034.0,117.0,323.0,117.0,10.7237,500001.0,NEAR OCEAN
+-122.13,37.39,27.0,3385.0,427.0,1248.0,409.0,12.0372,500001.0,NEAR BAY
+-122.12,37.37,37.0,1446.0,181.0,549.0,190.0,10.7355,500001.0,NEAR BAY
+-122.11,37.36,34.0,1575.0,183.0,511.0,180.0,13.1867,500001.0,NEAR BAY
+-122.13,37.37,30.0,2139.0,260.0,742.0,242.0,11.806,500001.0,NEAR BAY
+-122.14,37.38,26.0,2859.0,343.0,951.0,336.0,10.4277,500001.0,NEAR BAY
+-122.1,37.36,32.0,1433.0,199.0,498.0,201.0,9.3586,500001.0,NEAR BAY
+-122.1,37.36,35.0,2063.0,266.0,676.0,252.0,8.5294,500001.0,NEAR BAY
+-122.09,37.35,37.0,1795.0,285.0,791.0,261.0,7.5794,500001.0,NEAR BAY
+-122.09,37.35,30.0,1502.0,186.0,501.0,180.0,10.0259,500001.0,NEAR BAY
+-122.14,37.36,23.0,11294.0,1377.0,3840.0,1367.0,12.1387,500001.0,NEAR BAY
+-122.15,37.35,23.0,3814.0,485.0,1344.0,464.0,12.9792,500001.0,NEAR BAY
+-122.11,37.31,7.0,189.0,26.0,84.0,29.0,13.8093,500001.0,<1H OCEAN
+-122.12,37.29,11.0,436.0,70.0,212.0,75.0,8.6196,500001.0,<1H OCEAN
+-122.12,37.28,21.0,349.0,64.0,149.0,56.0,5.8691,360000.0,<1H OCEAN
+-122.08,37.24,21.0,427.0,63.0,182.0,70.0,11.3283,500001.0,<1H OCEAN
+-122.01,37.18,37.0,3852.0,652.0,1534.0,567.0,5.8596,318700.0,<1H OCEAN
+-121.98,37.16,42.0,2533.0,433.0,957.0,398.0,5.3468,279900.0,<1H OCEAN
+-121.9,37.16,43.0,1529.0,311.0,570.0,250.0,5.2366,293300.0,<1H OCEAN
+-121.93,37.13,37.0,1150.0,203.0,511.0,179.0,5.7415,398500.0,<1H OCEAN
+-121.88,37.24,24.0,4420.0,996.0,2981.0,975.0,3.506,226400.0,<1H OCEAN
+-121.9,37.24,24.0,7521.0,1364.0,3970.0,1318.0,4.4004,255800.0,<1H OCEAN
+-121.86,37.22,18.0,7245.0,1029.0,2893.0,1049.0,6.9508,361200.0,<1H OCEAN
+-121.86,37.23,24.0,4337.0,670.0,1936.0,652.0,5.8904,271400.0,<1H OCEAN
+-121.85,37.22,21.0,6203.0,798.0,2494.0,800.0,7.7201,362700.0,<1H OCEAN
+-121.89,37.21,14.0,5636.0,697.0,2281.0,680.0,8.4262,459200.0,<1H OCEAN
+-121.84,37.18,6.0,9176.0,1201.0,3637.0,1138.0,8.3837,473400.0,<1H OCEAN
+-121.87,37.22,17.0,2825.0,365.0,1052.0,345.0,8.0595,485000.0,<1H OCEAN
+-121.87,37.22,26.0,1921.0,250.0,725.0,253.0,7.6933,405900.0,<1H OCEAN
+-121.86,37.21,23.0,2552.0,305.0,916.0,316.0,9.1974,500001.0,<1H OCEAN
+-121.87,37.21,18.0,1080.0,122.0,382.0,121.0,9.08,500001.0,<1H OCEAN
+-121.83,37.23,7.0,5389.0,903.0,2232.0,825.0,6.6659,500001.0,<1H OCEAN
+-121.8,37.19,45.0,1797.0,303.0,870.0,281.0,4.5417,434500.0,<1H OCEAN
+-121.84,37.21,15.0,5468.0,676.0,2221.0,675.0,8.3792,418300.0,<1H OCEAN
+-121.83,37.2,6.0,3694.0,574.0,1554.0,527.0,6.8333,348000.0,<1H OCEAN
+-121.83,37.21,14.0,2714.0,361.0,1259.0,375.0,7.7738,387500.0,<1H OCEAN
+-121.89,37.23,16.0,3574.0,466.0,1503.0,487.0,8.1988,355900.0,<1H OCEAN
+-121.89,37.23,20.0,7754.0,976.0,3094.0,941.0,8.19,361600.0,<1H OCEAN
+-121.88,37.24,14.0,7174.0,950.0,2782.0,899.0,8.3065,394200.0,<1H OCEAN
+-121.87,37.23,19.0,7357.0,963.0,3018.0,981.0,6.9473,361400.0,<1H OCEAN
+-121.87,37.27,16.0,3298.0,451.0,1542.0,423.0,6.7064,305600.0,<1H OCEAN
+-121.87,37.27,25.0,1730.0,226.0,721.0,243.0,7.5845,279300.0,<1H OCEAN
+-121.86,37.27,19.0,1852.0,268.0,866.0,272.0,5.6139,279500.0,<1H OCEAN
+-121.87,37.27,18.0,3561.0,560.0,1753.0,553.0,5.0292,269400.0,<1H OCEAN
+-121.86,37.27,17.0,4393.0,709.0,2292.0,692.0,5.6876,246500.0,<1H OCEAN
+-121.77,37.23,15.0,4713.0,769.0,2519.0,778.0,5.6958,253800.0,<1H OCEAN
+-121.77,37.22,16.0,1617.0,306.0,667.0,264.0,4.5221,191100.0,<1H OCEAN
+-121.77,37.22,16.0,3992.0,540.0,2097.0,555.0,6.7287,299300.0,<1H OCEAN
+-121.76,37.23,16.0,4274.0,715.0,2240.0,704.0,5.4218,233900.0,<1H OCEAN
+-121.84,37.25,25.0,5939.0,989.0,3275.0,954.0,5.6488,234600.0,<1H OCEAN
+-121.83,37.23,22.0,5507.0,841.0,2785.0,848.0,6.0889,245200.0,<1H OCEAN
+-121.84,37.24,18.0,3574.0,504.0,1803.0,536.0,6.7836,274100.0,<1H OCEAN
+-121.84,37.24,24.0,7991.0,1286.0,4017.0,1213.0,5.4741,238800.0,<1H OCEAN
+-121.85,37.24,17.0,6425.0,1268.0,3934.0,1238.0,5.1228,237600.0,<1H OCEAN
+-121.86,37.25,16.0,6958.0,1300.0,2965.0,1217.0,4.2885,262400.0,<1H OCEAN
+-121.83,37.28,17.0,3057.0,606.0,2030.0,602.0,5.2166,230900.0,<1H OCEAN
+-121.81,37.27,20.0,3244.0,520.0,1769.0,469.0,5.9214,224000.0,<1H OCEAN
+-121.8,37.27,17.0,3912.0,737.0,2693.0,746.0,5.0772,221500.0,<1H OCEAN
+-121.82,37.27,16.0,2030.0,321.0,1343.0,365.0,6.3566,279100.0,<1H OCEAN
+-121.81,37.27,22.0,2996.0,695.0,2169.0,607.0,4.3438,209700.0,<1H OCEAN
+-121.8,37.26,26.0,1394.0,238.0,990.0,315.0,4.8862,195000.0,<1H OCEAN
+-121.8,37.26,18.0,3631.0,947.0,2357.0,757.0,2.875,184400.0,<1H OCEAN
+-121.85,37.27,17.0,1957.0,261.0,863.0,269.0,7.3339,294200.0,<1H OCEAN
+-121.84,37.27,9.0,3624.0,812.0,1856.0,721.0,4.2083,198400.0,<1H OCEAN
+-121.84,37.27,17.0,2795.0,482.0,1904.0,506.0,5.0186,250800.0,<1H OCEAN
+-121.83,37.27,8.0,4454.0,1058.0,2595.0,1027.0,4.5615,282600.0,<1H OCEAN
+-121.84,37.27,16.0,2429.0,387.0,1293.0,363.0,5.5,253200.0,<1H OCEAN
+-121.83,37.27,14.0,2855.0,380.0,1420.0,383.0,6.6712,311500.0,<1H OCEAN
+-121.82,37.26,10.0,3030.0,574.0,1623.0,589.0,5.1356,218700.0,<1H OCEAN
+-121.83,37.26,11.0,2394.0,403.0,1393.0,409.0,5.5875,259300.0,<1H OCEAN
+-121.81,37.26,14.0,3379.0,683.0,1465.0,620.0,4.0547,236200.0,<1H OCEAN
+-121.81,37.26,16.0,1911.0,327.0,1158.0,332.0,5.9359,249500.0,<1H OCEAN
+-121.81,37.25,20.0,3398.0,771.0,1231.0,744.0,2.0288,350000.0,<1H OCEAN
+-121.81,37.25,12.0,2070.0,587.0,1216.0,532.0,4.1926,244500.0,<1H OCEAN
+-121.83,37.26,7.0,3609.0,751.0,1739.0,682.0,4.5033,213100.0,<1H OCEAN
+-121.82,37.25,16.0,2650.0,600.0,1969.0,586.0,3.9461,194300.0,<1H OCEAN
+-121.83,37.25,17.0,2332.0,637.0,1636.0,623.0,3.1932,123400.0,<1H OCEAN
+-121.87,37.26,17.0,1051.0,172.0,446.0,173.0,5.6652,234500.0,<1H OCEAN
+-121.86,37.26,16.0,2814.0,485.0,1305.0,465.0,5.5121,224100.0,<1H OCEAN
+-121.87,37.26,24.0,2383.0,343.0,1146.0,341.0,5.6223,265700.0,<1H OCEAN
+-121.85,37.26,16.0,1982.0,280.0,1030.0,297.0,6.4339,289200.0,<1H OCEAN
+-121.85,37.26,16.0,2312.0,303.0,1158.0,295.0,7.4323,311800.0,<1H OCEAN
+-121.85,37.26,16.0,1816.0,241.0,793.0,234.0,6.8194,291200.0,<1H OCEAN
+-121.84,37.26,5.0,1808.0,340.0,825.0,339.0,5.0509,184800.0,<1H OCEAN
+-121.83,37.26,15.0,3243.0,551.0,1752.0,551.0,5.5849,257400.0,<1H OCEAN
+-121.84,37.25,17.0,2363.0,473.0,1369.0,442.0,4.8355,141600.0,<1H OCEAN
+-121.87,37.25,4.0,2498.0,775.0,1213.0,631.0,3.7844,183900.0,<1H OCEAN
+-121.85,37.25,20.0,3773.0,624.0,1965.0,607.0,5.4939,241200.0,<1H OCEAN
+-121.83,37.24,23.0,2543.0,388.0,1297.0,385.0,5.9164,237400.0,<1H OCEAN
+-121.81,37.24,21.0,3250.0,610.0,1978.0,568.0,4.5,234400.0,<1H OCEAN
+-121.82,37.24,20.0,3671.0,567.0,1944.0,589.0,6.0538,241000.0,<1H OCEAN
+-121.82,37.25,24.0,3344.0,531.0,1768.0,541.0,5.8305,245600.0,<1H OCEAN
+-121.82,37.25,25.0,4021.0,634.0,2178.0,650.0,5.1663,241200.0,<1H OCEAN
+-121.81,37.25,5.0,1975.0,520.0,861.0,440.0,4.4565,159000.0,<1H OCEAN
+-121.81,37.25,25.0,4096.0,623.0,2128.0,618.0,6.2957,251800.0,<1H OCEAN
+-121.82,37.23,23.0,4487.0,584.0,2024.0,580.0,7.5218,291500.0,<1H OCEAN
+-121.82,37.23,25.0,2349.0,394.0,1266.0,383.0,4.9688,233100.0,<1H OCEAN
+-121.81,37.23,16.0,1674.0,281.0,850.0,254.0,5.3157,253300.0,<1H OCEAN
+-121.81,37.23,19.0,2635.0,427.0,1497.0,410.0,6.3178,248000.0,<1H OCEAN
+-121.81,37.23,24.0,2413.0,369.0,1237.0,381.0,6.4328,257200.0,<1H OCEAN
+-121.81,37.23,17.0,2319.0,324.0,1076.0,338.0,6.4664,278300.0,<1H OCEAN
+-121.78,37.24,17.0,2123.0,341.0,1067.0,339.0,6.0062,262700.0,<1H OCEAN
+-121.78,37.22,18.0,2127.0,387.0,1547.0,402.0,5.0958,217100.0,<1H OCEAN
+-121.78,37.23,18.0,1747.0,317.0,1055.0,285.0,5.898,229100.0,<1H OCEAN
+-121.79,37.23,16.0,2240.0,300.0,1221.0,305.0,6.0198,289600.0,<1H OCEAN
+-121.79,37.23,17.0,2281.0,359.0,1226.0,394.0,5.4193,259500.0,<1H OCEAN
+-121.8,37.23,18.0,3179.0,526.0,1663.0,507.0,5.9225,265800.0,<1H OCEAN
+-121.8,37.23,18.0,2581.0,358.0,1284.0,377.0,6.7385,272400.0,<1H OCEAN
+-121.8,37.27,10.0,3301.0,593.0,2190.0,575.0,6.223,260700.0,<1H OCEAN
+-121.8,37.26,16.0,1868.0,285.0,995.0,284.0,5.9053,260500.0,<1H OCEAN
+-121.76,37.26,17.0,250.0,52.0,141.0,51.0,4.6458,500001.0,<1H OCEAN
+-121.77,37.24,12.0,10236.0,1878.0,5674.0,1816.0,4.747,261100.0,<1H OCEAN
+-121.7,37.2,15.0,531.0,154.0,469.0,155.0,4.65,385700.0,<1H OCEAN
+-121.74,37.19,11.0,1290.0,197.0,881.0,191.0,4.2039,500001.0,<1H OCEAN
+-121.72,37.16,21.0,1062.0,179.0,631.0,185.0,4.7386,394100.0,<1H OCEAN
+-121.75,37.11,18.0,3167.0,,1414.0,482.0,6.8773,467700.0,<1H OCEAN
+-121.68,37.0,19.0,3754.0,588.0,1692.0,550.0,6.7644,412600.0,<1H OCEAN
+-121.61,37.15,16.0,5498.0,729.0,2051.0,694.0,7.8601,416300.0,<1H OCEAN
+-121.6,37.13,14.0,9483.0,1361.0,4108.0,1281.0,7.5,344500.0,<1H OCEAN
+-121.64,37.15,13.0,4780.0,798.0,2795.0,764.0,6.1684,288100.0,<1H OCEAN
+-121.64,37.14,14.0,5487.0,1024.0,2823.0,979.0,4.175,229800.0,<1H OCEAN
+-121.63,37.12,17.0,1830.0,398.0,1110.0,388.0,2.4821,248200.0,<1H OCEAN
+-121.69,37.14,12.0,4077.0,590.0,1618.0,540.0,5.2951,386200.0,<1H OCEAN
+-121.66,37.13,20.0,4477.0,924.0,2656.0,871.0,3.8788,226900.0,<1H OCEAN
+-121.65,37.12,14.0,4721.0,999.0,2648.0,888.0,3.6895,239300.0,<1H OCEAN
+-121.66,37.11,19.0,3785.0,611.0,2198.0,610.0,5.1514,436700.0,<1H OCEAN
+-121.65,37.11,14.0,6006.0,914.0,2915.0,898.0,5.9356,321700.0,<1H OCEAN
+-121.63,37.1,14.0,5034.0,797.0,2124.0,790.0,4.9028,335000.0,<1H OCEAN
+-121.67,37.13,19.0,3269.0,483.0,1383.0,452.0,5.6205,300800.0,<1H OCEAN
+-121.56,37.08,17.0,6725.0,1051.0,3439.0,1027.0,6.4313,393100.0,<1H OCEAN
+-121.61,37.06,21.0,5322.0,908.0,3011.0,895.0,5.5936,386800.0,<1H OCEAN
+-121.6,37.09,24.0,1511.0,318.0,1052.0,292.0,3.625,350000.0,<1H OCEAN
+-121.62,37.09,37.0,1593.0,303.0,1030.0,287.0,3.9306,260700.0,<1H OCEAN
+-121.58,37.01,44.0,3192.0,565.0,1439.0,568.0,4.3693,234000.0,INLAND
+-121.57,37.0,18.0,7241.0,1225.0,4168.0,1138.0,4.5714,260300.0,INLAND
+-121.57,36.98,14.0,5231.0,817.0,2634.0,799.0,4.9702,279800.0,INLAND
+-121.58,37.01,15.0,2873.0,547.0,1582.0,567.0,5.1519,264700.0,INLAND
+-121.59,36.97,16.0,865.0,123.0,403.0,130.0,5.7396,308700.0,INLAND
+-121.59,37.01,16.0,6637.0,1171.0,3575.0,1162.0,4.3227,251500.0,INLAND
+-121.61,37.03,5.0,6529.0,1010.0,3071.0,977.0,5.6754,298500.0,<1H OCEAN
+-121.58,37.03,16.0,3120.0,685.0,2383.0,681.0,3.5551,198600.0,INLAND
+-121.58,37.02,27.0,2303.0,471.0,1447.0,467.0,3.2019,203600.0,INLAND
+-121.59,37.02,14.0,6355.0,1279.0,3704.0,1224.0,4.4233,228600.0,INLAND
+-121.57,37.02,17.0,2889.0,624.0,2681.0,608.0,2.9417,178000.0,INLAND
+-121.57,37.01,44.0,1448.0,393.0,1066.0,357.0,2.0625,170300.0,INLAND
+-121.56,37.0,20.0,3976.0,953.0,3866.0,950.0,2.5387,160100.0,INLAND
+-121.54,36.99,27.0,2361.0,449.0,1782.0,397.0,3.2614,305000.0,INLAND
+-121.51,37.02,19.0,2372.0,394.0,1142.0,365.0,4.0238,374600.0,INLAND
+-121.74,37.35,34.0,440.0,90.0,217.0,93.0,5.2327,500001.0,<1H OCEAN
+-121.55,37.37,39.0,759.0,141.0,252.0,106.0,3.6964,262500.0,INLAND
+-121.59,37.19,52.0,220.0,32.0,55.0,26.0,15.0001,131300.0,<1H OCEAN
+-121.37,37.06,25.0,474.0,92.0,300.0,104.0,3.8062,340900.0,INLAND
+-122.03,37.18,10.0,212.0,38.0,78.0,21.0,6.0622,390000.0,<1H OCEAN
+-121.96,37.13,26.0,50.0,5.0,17.0,4.0,15.0001,400000.0,<1H OCEAN
+-121.98,37.14,37.0,74.0,19.0,63.0,17.0,9.5908,350000.0,<1H OCEAN
+-122.0,37.0,16.0,32.0,4.0,36.0,5.0,2.625,137500.0,NEAR OCEAN
+-122.01,36.99,29.0,227.0,45.0,112.0,41.0,6.4469,271400.0,NEAR OCEAN
+-122.01,36.99,28.0,1321.0,240.0,652.0,239.0,4.9808,263100.0,NEAR OCEAN
+-121.99,36.99,29.0,3119.0,507.0,1476.0,487.0,5.8123,281500.0,NEAR OCEAN
+-121.99,36.98,40.0,1104.0,224.0,669.0,215.0,4.3409,256300.0,NEAR OCEAN
+-122.0,36.98,43.0,1636.0,324.0,792.0,325.0,3.5562,239200.0,NEAR OCEAN
+-122.01,36.99,41.0,2548.0,508.0,1290.0,488.0,3.6902,233000.0,NEAR OCEAN
+-122.01,36.98,47.0,1250.0,249.0,607.0,234.0,4.0417,265300.0,NEAR OCEAN
+-122.02,36.99,30.0,2156.0,487.0,1023.0,458.0,2.7875,245000.0,NEAR OCEAN
+-122.02,36.98,21.0,1484.0,394.0,984.0,380.0,2.1734,187500.0,NEAR OCEAN
+-122.02,36.98,44.0,1153.0,238.0,657.0,219.0,3.2368,212500.0,NEAR OCEAN
+-122.04,36.98,35.0,2155.0,355.0,866.0,335.0,5.6188,404700.0,NEAR OCEAN
+-122.04,36.98,33.0,797.0,125.0,385.0,133.0,6.7974,367600.0,NEAR OCEAN
+-122.04,36.97,30.0,2695.0,424.0,1098.0,420.0,5.3972,362300.0,NEAR OCEAN
+-122.06,37.0,14.0,1547.0,374.0,4731.0,348.0,2.4732,131300.0,NEAR OCEAN
+-122.05,36.97,20.0,2428.0,473.0,1145.0,454.0,3.6797,263800.0,NEAR OCEAN
+-122.05,36.97,16.0,3363.0,611.0,1603.0,556.0,4.2542,294100.0,NEAR OCEAN
+-122.06,36.98,15.0,3385.0,669.0,1571.0,615.0,4.2254,320900.0,NEAR OCEAN
+-122.04,36.98,51.0,1076.0,206.0,495.0,201.0,2.9286,258300.0,NEAR OCEAN
+-122.04,36.97,45.0,1302.0,245.0,621.0,258.0,5.1806,266400.0,NEAR OCEAN
+-122.04,36.97,52.0,1901.0,335.0,955.0,301.0,3.8259,253100.0,NEAR OCEAN
+-122.04,36.97,49.0,792.0,136.0,331.0,137.0,5.2128,238600.0,NEAR OCEAN
+-122.04,36.96,44.0,1294.0,269.0,645.0,259.0,3.2437,223900.0,NEAR OCEAN
+-122.03,36.98,37.0,2817.0,716.0,1341.0,662.0,2.1553,255400.0,NEAR OCEAN
+-122.01,36.98,47.0,2403.0,517.0,1144.0,455.0,2.5954,229400.0,NEAR OCEAN
+-122.02,36.98,35.0,1053.0,263.0,552.0,237.0,2.7125,217500.0,NEAR OCEAN
+-122.02,36.98,21.0,607.0,155.0,226.0,136.0,1.9063,166700.0,NEAR OCEAN
+-122.02,36.97,29.0,2568.0,747.0,1743.0,659.0,1.9286,195300.0,NEAR OCEAN
+-122.01,36.97,43.0,2162.0,509.0,1208.0,464.0,2.5417,260900.0,NEAR OCEAN
+-122.01,36.97,52.0,920.0,202.0,525.0,264.0,2.9444,232800.0,NEAR OCEAN
+-122.01,36.97,35.0,1605.0,392.0,743.0,382.0,2.5368,240000.0,NEAR OCEAN
+-122.0,36.98,20.0,2502.0,454.0,981.0,399.0,4.3,275000.0,NEAR OCEAN
+-122.01,36.98,27.0,2820.0,730.0,1511.0,745.0,2.589,242400.0,NEAR OCEAN
+-122.0,36.97,30.0,1029.0,242.0,753.0,249.0,3.1205,240500.0,NEAR OCEAN
+-122.0,36.93,51.0,1616.0,374.0,608.0,302.0,3.1932,400000.0,NEAR OCEAN
+-122.01,36.95,52.0,1217.0,325.0,508.0,237.0,2.0547,326700.0,NEAR OCEAN
+-122.03,36.97,51.0,924.0,232.0,488.0,228.0,2.1964,234400.0,NEAR OCEAN
+-122.03,36.97,36.0,337.0,69.0,223.0,68.0,3.2404,225000.0,NEAR OCEAN
+-122.03,36.97,52.0,403.0,72.0,200.0,73.0,1.6923,262500.0,NEAR OCEAN
+-122.04,36.97,40.0,1193.0,227.0,570.0,204.0,4.4659,237500.0,NEAR OCEAN
+-122.03,36.96,18.0,2677.0,785.0,1391.0,656.0,2.5067,232600.0,NEAR OCEAN
+-122.02,36.97,44.0,594.0,169.0,325.0,139.0,1.1552,250000.0,NEAR OCEAN
+-122.02,36.97,39.0,2124.0,661.0,1365.0,606.0,1.6642,281300.0,NEAR OCEAN
+-122.02,36.96,52.0,775.0,305.0,1054.0,305.0,2.0172,112500.0,NEAR OCEAN
+-122.03,36.96,40.0,584.0,126.0,316.0,139.0,3.5938,243500.0,NEAR OCEAN
+-122.03,36.96,28.0,1607.0,421.0,926.0,385.0,2.425,216100.0,NEAR OCEAN
+-122.04,36.96,32.0,1438.0,306.0,802.0,293.0,4.1964,202000.0,NEAR OCEAN
+-122.04,36.96,42.0,538.0,107.0,200.0,104.0,2.1667,196400.0,NEAR OCEAN
+-122.04,36.96,42.0,1149.0,264.0,703.0,232.0,2.5865,206400.0,NEAR OCEAN
+-122.03,36.96,32.0,2182.0,406.0,1122.0,370.0,3.52,284200.0,NEAR OCEAN
+-122.04,36.95,36.0,1862.0,364.0,1080.0,364.0,4.4567,263800.0,NEAR OCEAN
+-122.01,36.91,19.0,691.0,191.0,324.0,167.0,3.1312,388500.0,NEAR OCEAN
+-122.05,36.96,30.0,971.0,185.0,644.0,173.0,4.2045,226500.0,NEAR OCEAN
+-122.06,36.96,52.0,65.0,17.0,24.0,10.0,4.5,258300.0,NEAR OCEAN
+-122.05,36.87,18.0,2232.0,440.0,1091.0,458.0,3.8269,276000.0,NEAR OCEAN
+-122.04,36.95,27.0,1987.0,374.0,961.0,343.0,3.9667,265800.0,NEAR OCEAN
+-122.04,37.0,52.0,3365.0,644.0,796.0,333.0,2.9712,116600.0,NEAR OCEAN
+-121.75,36.91,32.0,1461.0,422.0,1494.0,416.0,2.8056,173200.0,<1H OCEAN
+-121.74,36.92,29.0,1210.0,281.0,863.0,262.0,3.1062,156000.0,<1H OCEAN
+-121.74,36.92,17.0,2648.0,589.0,1193.0,540.0,2.4461,151700.0,<1H OCEAN
+-121.74,36.92,14.0,3355.0,695.0,1350.0,697.0,2.6506,164600.0,<1H OCEAN
+-121.75,36.93,24.0,4026.0,881.0,2264.0,863.0,3.1327,218100.0,<1H OCEAN
+-121.75,36.92,48.0,1801.0,353.0,1071.0,361.0,3.6,194500.0,<1H OCEAN
+-121.75,36.92,46.0,1362.0,321.0,1068.0,305.0,2.4615,177800.0,<1H OCEAN
+-121.76,36.92,36.0,2096.0,409.0,1454.0,394.0,3.2216,238300.0,<1H OCEAN
+-121.76,36.92,46.0,947.0,257.0,1120.0,264.0,3.4125,160700.0,<1H OCEAN
+-121.75,36.91,52.0,1211.0,447.0,1102.0,392.0,1.6875,161400.0,<1H OCEAN
+-121.76,36.91,23.0,1276.0,437.0,1359.0,376.0,1.9609,155000.0,<1H OCEAN
+-121.75,36.91,42.0,1368.0,468.0,2312.0,484.0,2.5599,151400.0,<1H OCEAN
+-121.77,36.91,8.0,2715.0,750.0,2580.0,718.0,2.8348,162000.0,<1H OCEAN
+-121.76,36.9,44.0,919.0,309.0,1321.0,301.0,2.0775,121400.0,<1H OCEAN
+-121.77,36.93,20.0,2587.0,547.0,1534.0,540.0,2.4375,190400.0,<1H OCEAN
+-121.77,36.93,24.0,1943.0,447.0,1844.0,461.0,3.0192,184300.0,<1H OCEAN
+-121.77,36.93,33.0,1406.0,317.0,1075.0,301.0,3.2813,190000.0,<1H OCEAN
+-121.76,36.92,20.0,2687.0,637.0,2154.0,610.0,2.6434,169700.0,<1H OCEAN
+-121.77,36.92,9.0,4934.0,1112.0,3198.0,977.0,3.5,194800.0,<1H OCEAN
+-121.79,36.93,19.0,2512.0,509.0,1856.0,537.0,3.1815,189100.0,<1H OCEAN
+-121.78,36.92,19.0,1515.0,253.0,975.0,266.0,4.3906,241200.0,<1H OCEAN
+-121.78,36.93,21.0,2794.0,662.0,2236.0,565.0,2.4053,178400.0,<1H OCEAN
+-121.77,36.94,18.0,1063.0,341.0,1033.0,313.0,2.0192,171300.0,<1H OCEAN
+-121.79,36.95,34.0,2152.0,430.0,1516.0,386.0,3.7863,192200.0,<1H OCEAN
+-121.8,36.94,29.0,2377.0,476.0,1669.0,499.0,2.8214,190100.0,<1H OCEAN
+-122.25,37.08,20.0,1201.0,282.0,601.0,234.0,2.5556,177500.0,NEAR OCEAN
+-122.14,37.08,18.0,2420.0,439.0,1278.0,416.0,5.2101,334000.0,NEAR OCEAN
+-122.11,37.05,18.0,3337.0,549.0,1449.0,519.0,5.1412,315800.0,NEAR OCEAN
+-122.13,36.97,27.0,991.0,194.0,543.0,155.0,4.7188,350000.0,NEAR OCEAN
+-122.07,37.13,26.0,1127.0,199.0,543.0,199.0,4.9792,240000.0,NEAR OCEAN
+-122.09,37.09,46.0,695.0,136.0,408.0,148.0,3.9408,222600.0,NEAR OCEAN
+-122.09,37.11,32.0,2637.0,489.0,1031.0,410.0,3.6474,231600.0,NEAR OCEAN
+-122.12,37.09,36.0,1397.0,289.0,661.0,243.0,4.125,239600.0,NEAR OCEAN
+-122.09,37.07,33.0,3581.0,734.0,1780.0,663.0,4.3429,214300.0,NEAR OCEAN
+-122.08,37.08,35.0,1541.0,297.0,791.0,277.0,4.425,204800.0,NEAR OCEAN
+-122.16,37.17,35.0,6422.0,1380.0,2755.0,1064.0,5.0165,202300.0,NEAR OCEAN
+-122.12,37.12,51.0,2419.0,485.0,1078.0,435.0,2.7933,206900.0,NEAR OCEAN
+-122.18,37.15,17.0,1457.0,289.0,591.0,235.0,5.5785,284100.0,NEAR OCEAN
+-122.12,37.16,32.0,1602.0,317.0,752.0,275.0,5.1664,185100.0,NEAR OCEAN
+-122.1,37.19,18.0,808.0,136.0,420.0,145.0,7.1831,273300.0,NEAR OCEAN
+-122.08,37.15,23.0,506.0,96.0,264.0,89.0,7.1366,273900.0,NEAR OCEAN
+-122.11,37.11,46.0,1993.0,404.0,850.0,327.0,5.208,206800.0,NEAR OCEAN
+-122.11,37.14,29.0,3201.0,640.0,1722.0,570.0,4.4597,204100.0,NEAR OCEAN
+-122.13,37.15,39.0,2854.0,613.0,1338.0,518.0,3.9423,180300.0,NEAR OCEAN
+-122.09,37.21,15.0,1969.0,332.0,822.0,324.0,7.8774,394900.0,<1H OCEAN
+-122.0,37.12,17.0,4413.0,672.0,1674.0,608.0,6.9772,383300.0,<1H OCEAN
+-122.04,37.12,30.0,1427.0,311.0,686.0,251.0,4.0781,154500.0,NEAR OCEAN
+-122.02,37.11,36.0,2066.0,401.0,942.0,344.0,5.2417,196400.0,NEAR OCEAN
+-122.05,37.11,39.0,1065.0,248.0,497.0,208.0,4.5972,146300.0,NEAR OCEAN
+-122.07,37.08,21.0,5639.0,894.0,2670.0,871.0,6.0809,270000.0,NEAR OCEAN
+-122.05,37.05,41.0,2422.0,502.0,915.0,366.0,4.1679,201300.0,NEAR OCEAN
+-122.07,37.06,31.0,1634.0,370.0,939.0,332.0,3.8625,232300.0,NEAR OCEAN
+-122.08,37.04,34.0,2800.0,577.0,1353.0,512.0,4.1161,220900.0,NEAR OCEAN
+-122.08,37.03,36.0,4682.0,899.0,2143.0,832.0,4.5096,203700.0,NEAR OCEAN
+-122.04,37.04,17.0,4977.0,994.0,1987.0,947.0,3.8854,312300.0,NEAR OCEAN
+-122.03,37.03,21.0,4650.0,733.0,2014.0,704.0,5.6233,322000.0,NEAR OCEAN
+-122.02,37.01,20.0,1005.0,138.0,345.0,129.0,10.0968,500001.0,NEAR OCEAN
+-122.03,37.0,30.0,2077.0,342.0,816.0,328.0,5.2078,440500.0,NEAR OCEAN
+-122.04,37.08,20.0,467.0,95.0,229.0,86.0,4.8,261500.0,NEAR OCEAN
+-122.02,37.09,35.0,1818.0,368.0,682.0,254.0,4.8611,240000.0,NEAR OCEAN
+-122.03,37.05,12.0,2010.0,422.0,784.0,407.0,3.9728,190900.0,NEAR OCEAN
+-122.01,37.06,19.0,4113.0,767.0,2006.0,732.0,5.1121,308100.0,NEAR OCEAN
+-122.0,37.08,17.0,4154.0,739.0,2149.0,693.0,5.5919,373400.0,NEAR OCEAN
+-121.95,37.11,21.0,2387.0,357.0,913.0,341.0,7.736,397700.0,<1H OCEAN
+-121.96,37.1,20.0,922.0,155.0,361.0,135.0,6.3617,331500.0,<1H OCEAN
+-121.87,37.1,20.0,1918.0,304.0,798.0,302.0,7.5755,402300.0,<1H OCEAN
+-121.9,37.1,23.0,1708.0,287.0,670.0,238.0,6.4517,356600.0,<1H OCEAN
+-121.93,37.04,36.0,1522.0,230.0,677.0,206.0,5.8642,363500.0,<1H OCEAN
+-121.96,37.03,17.0,1343.0,203.0,511.0,185.0,4.625,386400.0,NEAR OCEAN
+-121.93,37.05,14.0,679.0,108.0,306.0,113.0,6.4214,340600.0,<1H OCEAN
+-121.96,37.06,16.0,1321.0,224.0,650.0,206.0,6.3258,390000.0,NEAR OCEAN
+-121.99,37.05,19.0,2023.0,392.0,955.0,328.0,5.2486,353000.0,NEAR OCEAN
+-122.0,37.06,20.0,2403.0,376.0,1149.0,369.0,6.0621,304400.0,NEAR OCEAN
+-122.01,37.03,21.0,5904.0,956.0,2616.0,916.0,5.9039,355300.0,NEAR OCEAN
+-121.97,37.01,21.0,2073.0,357.0,1044.0,351.0,4.5682,371600.0,NEAR OCEAN
+-121.98,36.99,14.0,6787.0,1454.0,3416.0,1357.0,3.5943,262400.0,NEAR OCEAN
+-121.97,37.0,25.0,990.0,166.0,522.0,185.0,4.8269,272900.0,NEAR OCEAN
+-121.98,36.98,29.0,2681.0,632.0,1652.0,620.0,3.075,215800.0,NEAR OCEAN
+-121.99,36.99,16.0,1592.0,369.0,1039.0,351.0,3.6364,207000.0,NEAR OCEAN
+-121.99,36.98,25.0,2113.0,422.0,1365.0,439.0,4.6484,234600.0,NEAR OCEAN
+-121.99,36.98,19.0,5613.0,1321.0,3018.0,1268.0,3.1914,215600.0,NEAR OCEAN
+-121.98,36.97,21.0,3349.0,737.0,1952.0,718.0,3.7273,251900.0,NEAR OCEAN
+-121.98,36.96,20.0,3495.0,818.0,2186.0,772.0,3.1167,258300.0,NEAR OCEAN
+-121.99,36.97,15.0,3044.0,786.0,1306.0,693.0,2.1771,213200.0,NEAR OCEAN
+-122.0,36.97,39.0,2702.0,646.0,1136.0,491.0,2.8941,256700.0,NEAR OCEAN
+-121.99,36.96,42.0,1275.0,272.0,451.0,200.0,4.7321,422400.0,NEAR OCEAN
+-121.99,36.96,16.0,875.0,201.0,300.0,157.0,2.625,377300.0,NEAR OCEAN
+-121.96,36.88,37.0,2846.0,553.0,939.0,433.0,4.7468,294400.0,NEAR OCEAN
+-121.97,36.97,24.0,3665.0,870.0,1954.0,833.0,2.8036,228500.0,NEAR OCEAN
+-121.97,36.96,27.0,4001.0,999.0,1808.0,945.0,2.561,234600.0,NEAR OCEAN
+-121.98,36.96,31.0,3209.0,723.0,1489.0,692.0,3.6619,245100.0,NEAR OCEAN
+-121.96,36.98,16.0,4907.0,1117.0,2265.0,1048.0,2.6757,229200.0,NEAR OCEAN
+-121.97,36.98,17.0,2813.0,497.0,1337.0,477.0,3.7083,252400.0,NEAR OCEAN
+-121.97,36.97,15.0,2849.0,668.0,1546.0,582.0,2.7587,228600.0,NEAR OCEAN
+-121.96,36.97,23.0,4324.0,1034.0,1844.0,875.0,3.0777,263800.0,NEAR OCEAN
+-121.94,36.98,24.0,3010.0,562.0,1360.0,504.0,4.2006,290700.0,NEAR OCEAN
+-121.94,36.98,21.0,3520.0,831.0,1486.0,753.0,3.0905,264300.0,NEAR OCEAN
+-121.95,36.98,34.0,3745.0,958.0,1622.0,802.0,3.1546,261200.0,NEAR OCEAN
+-121.94,36.97,31.0,1738.0,422.0,746.0,355.0,2.5172,330800.0,NEAR OCEAN
+-121.93,36.99,19.0,6356.0,1100.0,2954.0,1070.0,4.7325,283500.0,NEAR OCEAN
+-121.94,37.0,32.0,2210.0,426.0,1082.0,396.0,4.1587,315200.0,NEAR OCEAN
+-121.96,37.0,20.0,3847.0,727.0,1725.0,737.0,3.3447,305200.0,NEAR OCEAN
+-121.96,36.99,23.0,3209.0,748.0,1423.0,666.0,2.7375,238000.0,NEAR OCEAN
+-121.94,36.99,11.0,4571.0,924.0,2004.0,847.0,4.2898,221700.0,NEAR OCEAN
+-121.86,37.0,16.0,8638.0,1392.0,3706.0,1251.0,5.503,351800.0,<1H OCEAN
+-121.91,36.99,23.0,5675.0,964.0,2197.0,880.0,4.8693,322300.0,NEAR OCEAN
+-121.91,36.98,16.0,1957.0,408.0,865.0,369.0,2.6875,233300.0,NEAR OCEAN
+-121.88,36.98,21.0,4117.0,752.0,2001.0,763.0,4.8953,289500.0,NEAR OCEAN
+-121.91,36.97,19.0,4920.0,1092.0,1807.0,922.0,3.5112,231900.0,NEAR OCEAN
+-121.92,36.95,29.0,3457.0,699.0,1327.0,563.0,3.6597,252300.0,NEAR OCEAN
+-121.88,36.96,18.0,4910.0,817.0,1971.0,773.0,5.8325,308800.0,NEAR OCEAN
+-121.9,36.97,21.0,3707.0,751.0,1420.0,608.0,4.4485,295200.0,NEAR OCEAN
+-121.88,36.96,18.0,6355.0,1100.0,2304.0,972.0,6.0281,321100.0,NEAR OCEAN
+-121.9,36.93,22.0,7281.0,1233.0,1849.0,832.0,5.3276,335500.0,NEAR OCEAN
+-121.87,36.95,7.0,3703.0,679.0,1375.0,608.0,4.9219,368400.0,NEAR OCEAN
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+-122.09,41.32,52.0,4019.0,824.0,1728.0,706.0,2.2462,62900.0,INLAND
+-122.22,38.12,15.0,14125.0,2344.0,6456.0,2147.0,5.1014,179500.0,NEAR BAY
+-122.19,38.13,5.0,7854.0,1446.0,4361.0,1395.0,4.9504,214800.0,NEAR BAY
+-122.21,38.11,31.0,2766.0,604.0,1441.0,552.0,3.1768,131000.0,NEAR BAY
+-122.21,38.11,35.0,2122.0,400.0,1189.0,408.0,3.0962,124600.0,NEAR BAY
+-122.21,38.1,36.0,3018.0,557.0,1445.0,556.0,3.8029,129900.0,NEAR BAY
+-122.22,38.11,43.0,1939.0,353.0,968.0,392.0,3.1848,112700.0,NEAR BAY
+-122.22,38.1,38.0,931.0,181.0,566.0,207.0,3.0221,93300.0,NEAR BAY
+-122.22,38.1,40.0,2549.0,478.0,1275.0,494.0,2.9469,111600.0,NEAR BAY
+-122.22,38.1,44.0,2256.0,451.0,1057.0,426.0,3.1204,110800.0,NEAR BAY
+-122.22,38.1,44.0,3013.0,563.0,1353.0,512.0,3.4559,111900.0,NEAR BAY
+-122.22,38.09,47.0,2161.0,440.0,966.0,360.0,2.2734,88700.0,NEAR BAY
+-122.21,38.09,37.0,4368.0,779.0,2083.0,741.0,3.8667,127000.0,NEAR BAY
+-122.2,38.09,18.0,6860.0,1079.0,3205.0,1058.0,5.2957,171900.0,NEAR BAY
+-122.22,38.08,37.0,2811.0,,1574.0,516.0,3.1053,96700.0,NEAR BAY
+-122.22,38.08,37.0,4590.0,857.0,2920.0,832.0,3.436,94800.0,NEAR BAY
+-122.22,38.07,4.0,15654.0,2394.0,7025.0,2168.0,5.8171,225200.0,NEAR BAY
+-122.25,38.09,48.0,833.0,188.0,652.0,165.0,2.2417,87900.0,NEAR BAY
+-122.23,38.09,26.0,4397.0,997.0,2539.0,965.0,2.4875,90000.0,NEAR BAY
+-122.24,38.07,13.0,5451.0,1194.0,2957.0,1081.0,2.6098,162500.0,NEAR BAY
+-122.26,38.1,24.0,1213.0,395.0,699.0,386.0,1.3007,94600.0,NEAR BAY
+-122.26,38.1,30.0,3317.0,1058.0,1794.0,990.0,1.1835,133300.0,NEAR BAY
+-122.25,38.1,52.0,248.0,86.0,173.0,69.0,2.3,109400.0,NEAR BAY
+-122.25,38.1,52.0,1780.0,373.0,824.0,317.0,2.75,109900.0,NEAR BAY
+-122.25,38.1,52.0,2315.0,556.0,1113.0,486.0,2.5042,147900.0,NEAR BAY
+-122.25,38.1,52.0,1591.0,372.0,817.0,357.0,2.1411,97200.0,NEAR BAY
+-122.23,38.1,46.0,4143.0,895.0,2240.0,847.0,2.4201,92800.0,NEAR BAY
+-122.24,38.1,49.0,1851.0,356.0,849.0,307.0,2.9432,103500.0,NEAR BAY
+-122.24,38.11,52.0,2050.0,492.0,1277.0,463.0,3.0507,107300.0,NEAR BAY
+-122.24,38.11,42.0,1743.0,388.0,889.0,341.0,2.3241,99200.0,NEAR BAY
+-122.23,38.1,47.0,1303.0,278.0,694.0,269.0,2.5969,92800.0,NEAR BAY
+-122.23,38.12,49.0,2715.0,435.0,1006.0,429.0,4.2308,145800.0,NEAR BAY
+-122.23,38.11,47.0,3007.0,524.0,1152.0,486.0,4.0,141500.0,NEAR BAY
+-122.24,38.11,52.0,2111.0,310.0,772.0,323.0,4.775,148200.0,NEAR BAY
+-122.23,38.13,29.0,5154.0,1084.0,2459.0,1019.0,3.2664,142900.0,NEAR BAY
+-122.24,38.13,37.0,3223.0,564.0,1325.0,539.0,4.0938,126900.0,NEAR BAY
+-122.24,38.12,39.0,2967.0,500.0,1243.0,523.0,4.2902,152400.0,NEAR BAY
+-122.24,38.12,42.0,1625.0,255.0,578.0,243.0,4.0114,166900.0,NEAR BAY
+-122.25,38.12,47.0,1339.0,298.0,794.0,286.0,2.5865,109800.0,NEAR BAY
+-122.25,38.11,49.0,2365.0,504.0,1131.0,458.0,2.6133,103100.0,NEAR BAY
+-122.25,38.11,52.0,2846.0,705.0,1519.0,620.0,2.1976,97900.0,NEAR BAY
+-122.26,38.11,52.0,793.0,216.0,505.0,194.0,1.9667,93800.0,NEAR BAY
+-122.26,38.11,52.0,1560.0,353.0,670.0,287.0,1.7411,98400.0,NEAR BAY
+-122.26,38.11,52.0,2573.0,639.0,1238.0,529.0,2.6708,109700.0,NEAR BAY
+-122.26,38.12,28.0,3102.0,734.0,1623.0,639.0,3.1025,103700.0,NEAR BAY
+-122.27,38.12,45.0,4423.0,1001.0,2109.0,874.0,2.6937,111800.0,NEAR BAY
+-122.27,38.12,42.0,5266.0,1167.0,3124.0,1025.0,2.7375,120000.0,NEAR BAY
+-122.26,38.15,26.0,3699.0,671.0,2388.0,699.0,4.0515,121900.0,NEAR BAY
+-122.26,38.14,34.0,963.0,159.0,392.0,176.0,4.0156,134700.0,NEAR BAY
+-122.26,38.15,16.0,3921.0,727.0,2830.0,680.0,4.5053,123700.0,NEAR BAY
+-122.32,38.12,12.0,5382.0,928.0,3928.0,921.0,5.3785,150600.0,NEAR BAY
+-122.26,38.13,28.0,3072.0,790.0,1375.0,705.0,1.6368,91200.0,NEAR BAY
+-122.24,38.14,15.0,8479.0,1759.0,5008.0,1646.0,3.724,131600.0,NEAR BAY
+-122.24,38.15,10.0,6817.0,1188.0,4163.0,1135.0,4.4529,144100.0,NEAR BAY
+-122.25,38.15,24.0,2917.0,543.0,1878.0,531.0,3.7014,123600.0,NEAR BAY
+-122.22,38.15,7.0,5129.0,,2824.0,738.0,5.5138,171100.0,NEAR BAY
+-122.23,38.15,33.0,1253.0,238.0,753.0,236.0,1.756,86400.0,NEAR BAY
+-122.23,38.14,36.0,1412.0,260.0,792.0,268.0,2.3056,90400.0,NEAR BAY
+-122.15,38.04,14.0,2804.0,587.0,1083.0,573.0,2.6466,168500.0,NEAR BAY
+-122.16,38.05,52.0,1888.0,457.0,830.0,408.0,3.1373,185100.0,NEAR BAY
+-122.16,38.05,34.0,2434.0,428.0,926.0,423.0,4.6776,208300.0,NEAR BAY
+-122.19,38.07,20.0,3000.0,525.0,1207.0,491.0,4.6406,217500.0,NEAR BAY
+-122.18,38.07,10.0,4976.0,849.0,2089.0,803.0,5.3288,201800.0,NEAR BAY
+-122.17,38.07,15.0,2125.0,278.0,857.0,272.0,6.4599,219700.0,NEAR BAY
+-122.16,38.07,14.0,6360.0,1236.0,2876.0,1127.0,4.5321,190300.0,NEAR BAY
+-122.17,38.06,16.0,3515.0,626.0,1764.0,626.0,4.4397,187100.0,NEAR BAY
+-122.15,38.06,10.0,3008.0,532.0,1381.0,522.0,5.3661,195800.0,NEAR BAY
+-122.17,38.08,7.0,18392.0,2782.0,8276.0,2742.0,6.4232,229200.0,NEAR BAY
+-122.2,38.1,5.0,9567.0,1729.0,4620.0,1580.0,4.4821,210000.0,NEAR BAY
+-122.19,38.09,8.0,614.0,118.0,278.0,115.0,6.3735,166300.0,NEAR BAY
+-122.14,38.05,27.0,3794.0,772.0,1756.0,724.0,3.2891,150600.0,NEAR BAY
+-122.14,38.07,31.0,3401.0,616.0,1750.0,602.0,4.6761,143100.0,NEAR BAY
+-122.11,38.09,11.0,673.0,145.0,318.0,137.0,2.3929,122500.0,NEAR BAY
+-122.13,38.26,40.0,1538.0,255.0,669.0,263.0,3.3281,170200.0,NEAR BAY
+-122.15,38.29,17.0,1625.0,239.0,703.0,224.0,6.5891,328800.0,NEAR BAY
+-122.18,38.29,18.0,1953.0,265.0,658.0,270.0,8.0113,393000.0,NEAR BAY
+-122.18,38.23,21.0,2475.0,341.0,812.0,308.0,7.2589,320400.0,NEAR BAY
+-122.14,38.16,4.0,3273.0,495.0,1497.0,454.0,5.3345,176100.0,NEAR BAY
+-122.18,38.17,7.0,4093.0,651.0,2228.0,646.0,5.2523,161300.0,NEAR BAY
+-122.07,38.26,15.0,1173.0,146.0,450.0,154.0,6.0487,197700.0,INLAND
+-122.1,38.24,13.0,7367.0,1042.0,3193.0,983.0,5.3102,195000.0,NEAR BAY
+-122.06,38.27,14.0,6920.0,996.0,3196.0,978.0,5.0672,171300.0,INLAND
+-122.07,38.27,8.0,6761.0,1234.0,3237.0,1177.0,4.3586,173400.0,INLAND
+-122.08,38.3,2.0,6718.0,858.0,2012.0,654.0,6.8872,305200.0,INLAND
+-122.04,38.28,12.0,3861.0,795.0,2129.0,806.0,3.676,135000.0,INLAND
+-122.04,38.28,25.0,3304.0,493.0,1464.0,488.0,5.2527,130600.0,INLAND
+-122.03,38.28,15.0,5114.0,833.0,2418.0,778.0,4.4882,144000.0,INLAND
+-122.03,38.3,5.0,1569.0,199.0,713.0,209.0,6.6779,223900.0,INLAND
+-122.0,38.28,3.0,7030.0,1191.0,3238.0,1055.0,4.962,161700.0,INLAND
+-121.98,38.29,4.0,8778.0,1291.0,4010.0,1188.0,5.4399,187100.0,INLAND
+-121.99,38.15,36.0,263.0,73.0,88.0,42.0,2.5313,162500.0,INLAND
+-122.05,38.26,32.0,1070.0,199.0,631.0,195.0,2.6827,98900.0,INLAND
+-122.05,38.25,37.0,1336.0,251.0,680.0,231.0,3.815,99000.0,INLAND
+-122.06,38.25,36.0,1818.0,323.0,953.0,298.0,3.3153,99000.0,INLAND
+-122.06,38.25,34.0,1562.0,289.0,898.0,307.0,3.3598,107200.0,INLAND
+-122.06,38.26,36.0,1248.0,221.0,672.0,222.0,3.3839,105900.0,INLAND
+-122.07,38.24,15.0,7937.0,1635.0,4390.0,1567.0,3.5464,129800.0,INLAND
+-122.04,38.25,38.0,1214.0,244.0,632.0,254.0,2.8438,94200.0,INLAND
+-122.05,38.25,39.0,199.0,36.0,101.0,38.0,6.2299,105400.0,INLAND
+-122.04,38.26,34.0,3082.0,702.0,1795.0,703.0,2.7885,105900.0,INLAND
+-122.04,38.25,37.0,1176.0,291.0,648.0,271.0,2.7167,92200.0,INLAND
+-122.04,38.25,32.0,1203.0,287.0,571.0,255.0,3.0938,110400.0,INLAND
+-122.04,38.25,52.0,582.0,131.0,241.0,106.0,2.4,125000.0,INLAND
+-122.05,38.26,21.0,7195.0,1416.0,3927.0,1377.0,3.0912,126300.0,INLAND
+-122.04,38.27,16.0,8517.0,1910.0,4508.0,1837.0,3.1853,129600.0,INLAND
+-122.03,38.27,24.0,3580.0,735.0,1959.0,731.0,2.7284,118500.0,INLAND
+-122.03,38.26,25.0,4617.0,1046.0,2685.0,1011.0,2.9576,108500.0,INLAND
+-122.02,38.26,27.0,3440.0,787.0,2085.0,748.0,2.5896,104700.0,INLAND
+-122.03,38.25,35.0,1940.0,384.0,1177.0,403.0,3.1389,101100.0,INLAND
+-122.02,38.27,20.0,2237.0,464.0,1169.0,425.0,3.2115,99100.0,INLAND
+-122.02,38.26,20.0,3899.0,763.0,2198.0,779.0,3.2061,120400.0,INLAND
+-122.01,38.27,17.0,9089.0,1542.0,4758.0,1520.0,4.0619,126600.0,INLAND
+-122.02,38.26,8.0,2894.0,602.0,1566.0,572.0,3.6335,131600.0,INLAND
+-122.0,38.23,1.0,2062.0,343.0,872.0,268.0,5.2636,191300.0,INLAND
+-122.03,38.24,16.0,1104.0,164.0,495.0,156.0,5.4074,157700.0,INLAND
+-122.04,38.24,22.0,2761.0,757.0,2612.0,641.0,1.6875,87500.0,INLAND
+-122.04,38.24,30.0,2081.0,456.0,1005.0,438.0,1.9954,92900.0,INLAND
+-122.03,38.25,13.0,3334.0,541.0,1923.0,538.0,4.0905,134800.0,INLAND
+-122.01,38.25,11.0,6550.0,1149.0,3570.0,1123.0,3.8583,137900.0,INLAND
+-122.01,38.25,16.0,1081.0,181.0,792.0,184.0,4.6779,131300.0,INLAND
+-122.02,38.25,10.0,2237.0,454.0,1255.0,429.0,3.1176,126500.0,INLAND
+-122.0,38.25,7.0,11768.0,1893.0,6657.0,1874.0,4.9222,142900.0,INLAND
+-121.98,38.25,4.0,2487.0,440.0,1545.0,452.0,4.9103,140400.0,INLAND
+-122.01,38.26,12.0,4132.0,710.0,2087.0,633.0,4.5987,139700.0,INLAND
+-121.99,38.27,16.0,4138.0,758.0,1762.0,723.0,3.1979,137500.0,INLAND
+-121.99,38.26,18.0,921.0,126.0,368.0,120.0,6.0842,261100.0,INLAND
+-121.94,38.27,35.0,10869.0,2226.0,9879.0,2152.0,2.5681,81300.0,INLAND
+-121.94,38.37,17.0,7973.0,1591.0,2899.0,1502.0,2.8357,120100.0,INLAND
+-121.94,38.37,14.0,1156.0,216.0,574.0,227.0,3.2396,143800.0,INLAND
+-121.94,38.38,25.0,182.0,48.0,71.0,52.0,1.0208,78600.0,INLAND
+-121.94,38.36,2.0,4953.0,735.0,1791.0,562.0,5.0346,205100.0,INLAND
+-121.99,38.48,17.0,1824.0,348.0,934.0,305.0,4.6719,250000.0,INLAND
+-122.01,38.44,12.0,2344.0,354.0,1035.0,321.0,4.9773,281200.0,INLAND
+-122.0,38.41,11.0,2838.0,429.0,1331.0,426.0,4.945,298400.0,INLAND
+-122.07,38.41,17.0,3053.0,595.0,1434.0,557.0,3.4741,245800.0,INLAND
+-121.95,38.43,19.0,3011.0,551.0,1665.0,535.0,5.1534,232800.0,INLAND
+-121.94,38.41,15.0,1263.0,211.0,665.0,208.0,4.5,260900.0,INLAND
+-121.92,38.37,26.0,2056.0,413.0,933.0,367.0,2.7051,193800.0,INLAND
+-121.96,38.34,15.0,2857.0,373.0,1325.0,359.0,6.0252,151700.0,INLAND
+-121.96,38.34,14.0,3035.0,680.0,1597.0,663.0,3.6036,143500.0,INLAND
+-121.95,38.35,16.0,2084.0,292.0,1099.0,292.0,5.8269,150200.0,INLAND
+-121.94,38.35,8.0,3157.0,559.0,1758.0,569.0,4.412,140100.0,INLAND
+-121.92,38.34,2.0,7747.0,1133.0,3481.0,1083.0,6.1112,181000.0,INLAND
+-121.95,38.34,9.0,4999.0,874.0,2687.0,817.0,4.2324,142100.0,INLAND
+-121.96,38.33,3.0,7985.0,1257.0,3664.0,1215.0,4.976,158300.0,INLAND
+-121.96,38.32,12.0,5127.0,998.0,2749.0,976.0,4.0458,130600.0,INLAND
+-121.93,38.31,25.0,185.0,32.0,85.0,32.0,4.875,250000.0,INLAND
+-121.98,38.32,45.0,19.0,5.0,7460.0,6.0,10.2264,137500.0,INLAND
+-121.98,38.36,33.0,1083.0,217.0,562.0,203.0,2.433,101700.0,INLAND
+-121.99,38.35,45.0,1778.0,339.0,839.0,319.0,2.4659,102900.0,INLAND
+-122.0,38.35,38.0,1918.0,364.0,745.0,348.0,2.5707,126000.0,INLAND
+-122.0,38.35,34.0,1084.0,187.0,561.0,198.0,4.2115,118900.0,INLAND
+-122.0,38.35,24.0,745.0,116.0,300.0,115.0,3.6176,158500.0,INLAND
+-122.01,38.35,18.0,4486.0,723.0,1600.0,697.0,3.8651,189700.0,INLAND
+-122.01,38.36,15.0,476.0,67.0,213.0,73.0,7.1053,315200.0,INLAND
+-121.98,38.36,30.0,140.0,35.0,103.0,35.0,4.163,112500.0,INLAND
+-121.97,38.35,17.0,5678.0,1116.0,3182.0,1135.0,3.7388,122000.0,INLAND
+-121.97,38.34,11.0,1500.0,319.0,899.0,304.0,4.5568,127200.0,INLAND
+-121.96,38.35,20.0,1415.0,266.0,667.0,250.0,4.0938,117300.0,INLAND
+-121.96,38.34,7.0,3292.0,698.0,1911.0,702.0,3.89,140300.0,INLAND
+-121.96,38.36,11.0,3208.0,790.0,1772.0,694.0,2.7434,218800.0,INLAND
+-121.98,38.35,16.0,1697.0,267.0,832.0,277.0,4.4375,132600.0,INLAND
+-121.98,38.34,13.0,3616.0,672.0,2022.0,652.0,4.0536,134800.0,INLAND
+-121.97,38.34,16.0,2331.0,450.0,1074.0,400.0,4.0329,126800.0,INLAND
+-121.98,38.34,18.0,3876.0,916.0,2386.0,867.0,2.5938,129500.0,INLAND
+-121.99,38.34,16.0,1470.0,261.0,748.0,256.0,4.0433,132200.0,INLAND
+-121.99,38.34,13.0,3252.0,610.0,1915.0,631.0,4.2137,151700.0,INLAND
+-122.0,38.35,34.0,432.0,65.0,208.0,71.0,5.5435,136000.0,INLAND
+-122.0,38.38,16.0,2509.0,366.0,1043.0,339.0,6.0704,173400.0,INLAND
+-122.01,38.37,16.0,3996.0,550.0,1673.0,539.0,5.778,175700.0,INLAND
+-122.01,38.36,28.0,1967.0,315.0,734.0,291.0,4.9583,146200.0,INLAND
+-122.02,38.38,16.0,808.0,137.0,371.0,145.0,6.0767,216400.0,INLAND
+-122.02,38.37,16.0,2495.0,331.0,1118.0,338.0,6.4894,198000.0,INLAND
+-122.01,38.36,15.0,1176.0,166.0,485.0,171.0,5.9441,228200.0,INLAND
+-121.98,38.39,3.0,9488.0,1417.0,4095.0,1335.0,5.1781,191900.0,INLAND
+-121.98,38.37,21.0,3027.0,675.0,2018.0,642.0,2.8438,111500.0,INLAND
+-121.98,38.36,24.0,2434.0,630.0,1538.0,574.0,2.1067,101100.0,INLAND
+-122.0,38.37,18.0,1048.0,185.0,469.0,162.0,3.625,125000.0,INLAND
+-121.99,38.36,35.0,2728.0,451.0,1290.0,452.0,3.2768,117600.0,INLAND
+-122.0,38.36,34.0,2735.0,539.0,1390.0,491.0,2.7262,118800.0,INLAND
+-121.99,38.36,33.0,146.0,31.0,75.0,31.0,3.5179,84400.0,INLAND
+-122.0,38.36,34.0,1502.0,282.0,860.0,297.0,3.3438,135600.0,INLAND
+-121.82,38.36,26.0,1974.0,364.0,1002.0,362.0,3.3036,210000.0,INLAND
+-121.81,38.49,18.0,4518.0,827.0,2230.0,715.0,3.9309,178500.0,INLAND
+-121.76,38.41,19.0,686.0,107.0,348.0,109.0,3.9306,93800.0,INLAND
+-121.81,38.45,24.0,1951.0,341.0,1140.0,338.0,3.7061,128500.0,INLAND
+-121.82,38.46,10.0,6331.0,1181.0,3419.0,1110.0,3.7083,154800.0,INLAND
+-121.85,38.43,2.0,790.0,135.0,235.0,87.0,5.0862,166500.0,INLAND
+-121.83,38.45,15.0,5115.0,776.0,2540.0,794.0,4.8611,146400.0,INLAND
+-121.83,38.45,32.0,2139.0,440.0,1154.0,411.0,3.2672,107500.0,INLAND
+-121.83,38.45,36.0,839.0,158.0,446.0,167.0,2.3438,122700.0,INLAND
+-121.83,38.43,24.0,1307.0,314.0,917.0,291.0,2.2244,98100.0,INLAND
+-121.81,38.43,30.0,1674.0,297.0,756.0,292.0,3.9286,133100.0,INLAND
+-121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,212500.0,INLAND
+-121.69,38.16,33.0,1808.0,363.0,824.0,340.0,3.2937,96400.0,INLAND
+-121.69,38.16,46.0,2292.0,472.0,970.0,431.0,2.2888,94900.0,INLAND
+-121.73,38.13,40.0,1266.0,257.0,547.0,247.0,3.0288,164400.0,INLAND
+-121.74,38.15,22.0,1910.0,326.0,1001.0,345.0,4.8173,115800.0,INLAND
+-121.84,38.13,33.0,596.0,105.0,212.0,94.0,4.2813,81300.0,INLAND
+-122.42,38.27,25.0,3282.0,566.0,1244.0,483.0,4.5313,308400.0,NEAR BAY
+-122.49,38.22,33.0,1486.0,290.0,781.0,274.0,3.5647,251800.0,NEAR BAY
+-122.41,38.16,37.0,1549.0,,863.0,275.0,2.7457,254700.0,NEAR BAY
+-122.45,38.3,24.0,1946.0,400.0,718.0,380.0,3.5507,257900.0,NEAR BAY
+-122.47,38.3,15.0,4885.0,988.0,2175.0,924.0,3.4031,209500.0,<1H OCEAN
+-122.42,38.31,18.0,1479.0,246.0,550.0,217.0,4.7356,333300.0,NEAR BAY
+-122.44,38.34,25.0,3106.0,715.0,1262.0,665.0,1.9487,233500.0,<1H OCEAN
+-122.46,38.29,21.0,2423.0,560.0,1098.0,503.0,2.364,173300.0,NEAR BAY
+-122.46,38.29,35.0,1762.0,350.0,686.0,339.0,3.5982,271700.0,NEAR BAY
+-122.45,38.28,20.0,3306.0,503.0,1374.0,460.0,5.7984,297600.0,NEAR BAY
+-122.47,38.29,14.0,3732.0,846.0,1277.0,775.0,2.5658,208000.0,NEAR BAY
+-122.45,38.27,25.0,5024.0,881.0,1994.0,838.0,4.2237,262300.0,NEAR BAY
+-122.52,38.27,18.0,2405.0,390.0,872.0,367.0,5.2155,248300.0,<1H OCEAN
+-122.53,38.32,22.0,3577.0,,1371.0,501.0,5.795,332300.0,<1H OCEAN
+-122.49,38.32,30.0,1631.0,284.0,788.0,284.0,3.3098,195500.0,<1H OCEAN
+-122.49,38.31,27.0,3078.0,597.0,1411.0,586.0,3.25,195500.0,<1H OCEAN
+-122.49,38.3,14.0,2844.0,602.0,1613.0,544.0,3.3571,193600.0,<1H OCEAN
+-122.48,38.3,17.0,2703.0,550.0,1241.0,515.0,2.652,171300.0,<1H OCEAN
+-122.49,38.29,26.0,1726.0,289.0,672.0,251.0,3.8,242100.0,<1H OCEAN
+-122.49,38.27,8.0,5092.0,988.0,1657.0,936.0,3.5625,213200.0,NEAR BAY
+-122.47,38.34,15.0,2411.0,446.0,1144.0,407.0,4.3472,261000.0,<1H OCEAN
+-122.49,38.32,17.0,3308.0,720.0,1587.0,632.0,3.2727,176000.0,<1H OCEAN
+-122.48,38.32,31.0,1701.0,363.0,680.0,324.0,3.1375,192100.0,<1H OCEAN
+-122.48,38.31,29.0,2375.0,560.0,1124.0,502.0,2.3276,166200.0,<1H OCEAN
+-122.48,38.31,19.0,2398.0,521.0,1266.0,471.0,2.7727,186800.0,<1H OCEAN
+-122.48,38.32,42.0,2106.0,533.0,1141.0,445.0,3.1129,149300.0,<1H OCEAN
+-122.55,38.42,24.0,2220.0,411.0,894.0,365.0,4.2891,211700.0,<1H OCEAN
+-122.58,38.38,27.0,3800.0,728.0,1587.0,605.0,4.7237,306600.0,<1H OCEAN
+-122.5,38.4,36.0,1860.0,364.0,777.0,339.0,4.1307,295700.0,<1H OCEAN
+-122.5,38.35,25.0,1566.0,352.0,784.0,362.0,3.075,165100.0,<1H OCEAN
+-122.54,38.36,40.0,2725.0,531.0,1167.0,458.0,3.7969,202800.0,<1H OCEAN
+-122.61,38.24,25.0,2990.0,450.0,1335.0,434.0,4.7,190100.0,<1H OCEAN
+-122.61,38.24,17.0,1728.0,271.0,897.0,284.0,3.4896,185900.0,<1H OCEAN
+-122.61,38.23,18.0,2042.0,420.0,914.0,400.0,2.9871,193800.0,<1H OCEAN
+-122.62,38.24,19.0,1687.0,253.0,893.0,257.0,6.204,201800.0,<1H OCEAN
+-122.61,38.25,18.0,2915.0,418.0,1340.0,421.0,5.2452,204900.0,<1H OCEAN
+-122.6,38.24,16.0,1410.0,209.0,741.0,229.0,4.725,204500.0,<1H OCEAN
+-122.61,38.24,18.0,2933.0,481.0,1279.0,443.0,5.0849,188500.0,<1H OCEAN
+-122.6,38.24,16.0,2621.0,416.0,1247.0,386.0,4.8603,198400.0,<1H OCEAN
+-122.63,38.25,20.0,3460.0,602.0,1707.0,568.0,3.7115,181900.0,<1H OCEAN
+-122.62,38.24,33.0,1369.0,280.0,758.0,246.0,4.0341,156500.0,<1H OCEAN
+-122.62,38.25,33.0,1453.0,250.0,677.0,237.0,4.0962,170200.0,<1H OCEAN
+-122.61,38.26,17.0,2864.0,487.0,1482.0,547.0,4.6833,215200.0,<1H OCEAN
+-122.62,38.25,20.0,1888.0,411.0,826.0,396.0,2.875,189100.0,<1H OCEAN
+-122.62,38.25,24.0,2388.0,358.0,1187.0,362.0,4.6534,196500.0,<1H OCEAN
+-122.57,38.27,7.0,6508.0,1028.0,2902.0,1010.0,5.3707,250500.0,<1H OCEAN
+-122.51,38.17,8.0,5875.0,1115.0,2808.0,1029.0,3.6392,246300.0,NEAR BAY
+-122.65,38.27,9.0,4764.0,816.0,2077.0,755.0,5.1391,234500.0,<1H OCEAN
+-122.63,38.26,7.0,7808.0,1390.0,3551.0,1392.0,4.6069,202300.0,<1H OCEAN
+-122.66,38.27,16.0,1523.0,308.0,477.0,315.0,2.1696,75000.0,<1H OCEAN
+-122.63,38.24,45.0,1615.0,338.0,823.0,327.0,2.5179,145500.0,<1H OCEAN
+-122.63,38.23,45.0,2264.0,504.0,1076.0,472.0,3.0139,194100.0,<1H OCEAN
+-122.64,38.23,52.0,1075.0,249.0,519.0,210.0,3.0769,230900.0,<1H OCEAN
+-122.64,38.23,49.0,2300.0,463.0,1061.0,429.0,4.075,228800.0,<1H OCEAN
+-122.63,38.22,34.0,878.0,160.0,372.0,167.0,4.0417,232100.0,<1H OCEAN
+-122.63,38.22,17.0,2652.0,342.0,1199.0,350.0,5.565,267100.0,<1H OCEAN
+-122.63,38.21,22.0,2933.0,461.0,1283.0,449.0,6.2034,291100.0,<1H OCEAN
+-122.63,38.23,37.0,1966.0,348.0,875.0,381.0,4.0703,223800.0,<1H OCEAN
+-122.65,38.23,52.0,1735.0,347.0,712.0,343.0,3.1711,200800.0,<1H OCEAN
+-122.64,38.23,52.0,2156.0,469.0,1070.0,467.0,3.3011,252300.0,<1H OCEAN
+-122.65,38.23,52.0,1923.0,393.0,910.0,345.0,3.45,200600.0,<1H OCEAN
+-122.66,38.2,39.0,2889.0,517.0,1351.0,489.0,4.3056,251300.0,<1H OCEAN
+-122.64,38.24,52.0,1621.0,393.0,635.0,349.0,2.5202,244000.0,<1H OCEAN
+-122.64,38.24,40.0,1974.0,410.0,1039.0,398.0,3.7917,151600.0,<1H OCEAN
+-122.65,38.25,23.0,4030.0,,1852.0,778.0,3.402,193300.0,<1H OCEAN
+-122.65,38.24,24.0,1948.0,310.0,922.0,313.0,4.95,243600.0,<1H OCEAN
+-122.65,38.24,49.0,3273.0,579.0,1431.0,539.0,4.275,227600.0,<1H OCEAN
+-122.64,38.25,31.0,2554.0,515.0,1507.0,533.0,3.8,162600.0,<1H OCEAN
+-122.69,38.27,32.0,2344.0,434.0,1066.0,384.0,4.0313,285000.0,<1H OCEAN
+-122.67,38.25,32.0,1333.0,235.0,660.0,206.0,4.0729,288500.0,<1H OCEAN
+-122.68,38.25,29.0,1315.0,240.0,650.0,228.0,3.8269,306000.0,<1H OCEAN
+-122.67,38.24,29.0,2644.0,464.0,1372.0,450.0,5.0544,261800.0,<1H OCEAN
+-122.77,38.29,32.0,3201.0,542.0,1869.0,519.0,3.2442,268000.0,<1H OCEAN
+-122.73,38.26,35.0,3941.0,645.0,1668.0,620.0,4.385,317700.0,<1H OCEAN
+-122.7,38.23,47.0,2090.0,387.0,1053.0,377.0,3.5673,310300.0,<1H OCEAN
+-122.72,38.35,16.0,3049.0,609.0,1675.0,618.0,2.4117,162500.0,<1H OCEAN
+-122.72,38.31,26.0,1644.0,294.0,801.0,291.0,4.3906,248000.0,<1H OCEAN
+-122.67,38.31,28.0,1915.0,419.0,930.0,342.0,3.7875,292700.0,<1H OCEAN
+-122.69,38.3,30.0,3919.0,743.0,1693.0,693.0,3.3827,292100.0,<1H OCEAN
+-122.73,38.34,44.0,743.0,155.0,434.0,162.0,2.5819,209600.0,<1H OCEAN
+-122.69,38.32,16.0,3741.0,698.0,1938.0,658.0,4.6324,183600.0,<1H OCEAN
+-122.71,38.33,13.0,4011.0,936.0,2064.0,914.0,3.6953,157600.0,<1H OCEAN
+-122.7,38.31,14.0,3155.0,580.0,1208.0,501.0,4.1964,258100.0,<1H OCEAN
+-122.7,38.33,16.0,1244.0,242.0,696.0,236.0,3.6369,158700.0,<1H OCEAN
+-122.69,38.32,15.0,2536.0,414.0,1400.0,426.0,5.6613,172400.0,<1H OCEAN
+-122.69,38.34,23.0,2846.0,516.0,1526.0,492.0,3.733,163500.0,<1H OCEAN
+-122.7,38.33,26.0,1887.0,381.0,1060.0,364.0,3.0078,160400.0,<1H OCEAN
+-122.71,38.34,22.0,1249.0,335.0,699.0,308.0,2.6033,121600.0,<1H OCEAN
+-122.7,38.33,26.0,1584.0,295.0,846.0,295.0,3.375,156300.0,<1H OCEAN
+-122.69,38.35,12.0,1550.0,187.0,685.0,188.0,7.226,255300.0,<1H OCEAN
+-122.69,38.34,15.0,3091.0,697.0,1602.0,682.0,4.0071,135500.0,<1H OCEAN
+-122.71,38.35,11.0,2242.0,699.0,1203.0,642.0,2.3464,104200.0,<1H OCEAN
+-122.7,38.35,14.0,2313.0,,954.0,397.0,3.7813,146500.0,<1H OCEAN
+-122.7,38.35,14.0,1555.0,369.0,493.0,335.0,1.6033,67500.0,<1H OCEAN
+-122.7,38.34,19.0,2987.0,676.0,1782.0,688.0,2.8261,154500.0,<1H OCEAN
+-122.71,38.34,23.0,2744.0,588.0,1493.0,557.0,3.1781,162000.0,<1H OCEAN
+-122.69,38.37,8.0,6322.0,1001.0,2969.0,1043.0,4.8233,214000.0,<1H OCEAN
+-122.71,38.37,16.0,2355.0,345.0,1014.0,348.0,5.6018,253000.0,<1H OCEAN
+-122.69,38.35,16.0,1689.0,254.0,921.0,270.0,4.4444,191800.0,<1H OCEAN
+-122.69,38.36,6.0,5496.0,1374.0,2502.0,1189.0,2.4827,177500.0,<1H OCEAN
+-122.7,38.35,16.0,1328.0,187.0,607.0,197.0,5.0366,257800.0,<1H OCEAN
+-122.7,38.36,11.0,5817.0,878.0,2538.0,876.0,4.221,227100.0,<1H OCEAN
+-122.63,38.34,15.0,2153.0,345.0,979.0,335.0,5.1966,325400.0,<1H OCEAN
+-122.68,38.36,8.0,7520.0,1336.0,3833.0,1287.0,4.3278,184100.0,<1H OCEAN
+-122.69,38.34,12.0,3876.0,782.0,2146.0,764.0,4.0844,165400.0,<1H OCEAN
+-122.67,38.33,4.0,8072.0,1606.0,4323.0,1475.0,3.9518,220300.0,<1H OCEAN
+-122.69,38.34,16.0,1683.0,341.0,880.0,327.0,3.2857,160200.0,<1H OCEAN
+-122.68,38.4,32.0,2826.0,627.0,1767.0,628.0,3.1047,141400.0,<1H OCEAN
+-122.7,38.43,28.0,1585.0,412.0,1362.0,424.0,1.6685,114100.0,<1H OCEAN
+-122.71,38.42,23.0,1569.0,414.0,1031.0,368.0,1.6267,129200.0,<1H OCEAN
+-122.71,38.4,17.0,1690.0,464.0,833.0,445.0,1.439,140600.0,<1H OCEAN
+-122.7,38.39,16.0,4922.0,1211.0,2557.0,1088.0,2.0915,168100.0,<1H OCEAN
+-122.62,38.4,10.0,9772.0,1308.0,3741.0,1242.0,6.5261,324700.0,<1H OCEAN
+-122.66,38.44,17.0,5815.0,898.0,2614.0,887.0,4.3657,215900.0,<1H OCEAN
+-122.67,38.44,29.0,2551.0,448.0,1165.0,456.0,4.3587,196400.0,<1H OCEAN
+-122.68,38.43,18.0,2723.0,529.0,1150.0,520.0,3.5885,191900.0,<1H OCEAN
+-122.65,38.4,21.0,1059.0,150.0,400.0,154.0,6.8586,343100.0,<1H OCEAN
+-122.65,38.37,15.0,1848.0,280.0,786.0,282.0,5.7204,344100.0,<1H OCEAN
+-122.67,38.43,17.0,1804.0,304.0,750.0,298.0,4.5588,196400.0,<1H OCEAN
+-122.67,38.43,17.0,2007.0,400.0,895.0,403.0,3.2813,202700.0,<1H OCEAN
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+-122.66,38.46,14.0,2364.0,631.0,1300.0,625.0,2.6023,221100.0,<1H OCEAN
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+-122.69,38.45,36.0,1943.0,337.0,711.0,318.0,3.9191,183000.0,<1H OCEAN
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+-120.19,38.07,43.0,102.0,19.0,44.0,13.0,0.4999,162500.0,INLAND
+-120.19,38.03,17.0,8651.0,1579.0,2071.0,757.0,3.1076,115800.0,INLAND
+-120.12,38.12,37.0,3355.0,666.0,338.0,136.0,2.0625,88900.0,INLAND
+-120.03,38.19,26.0,7005.0,1358.0,416.0,189.0,2.125,132500.0,INLAND
+-120.26,37.99,12.0,2726.0,517.0,1351.0,474.0,3.5,107100.0,INLAND
+-120.24,38.01,11.0,1214.0,228.0,633.0,199.0,3.125,148600.0,INLAND
+-120.23,37.98,14.0,1954.0,368.0,917.0,316.0,3.1523,93300.0,INLAND
+-120.28,37.9,17.0,1047.0,212.0,530.0,196.0,2.1538,153300.0,INLAND
+-120.24,37.96,34.0,1747.0,395.0,935.0,362.0,1.625,79400.0,INLAND
+-120.23,37.96,52.0,1230.0,262.0,609.0,243.0,2.0057,68200.0,INLAND
+-120.25,37.93,13.0,493.0,76.0,196.0,68.0,3.375,134100.0,INLAND
+-120.13,37.93,5.0,111.0,26.0,58.0,25.0,1.675,112500.0,INLAND
+-120.35,37.98,4.0,1658.0,301.0,676.0,278.0,3.5714,149500.0,INLAND
+-120.33,37.97,17.0,2530.0,526.0,1024.0,496.0,2.0057,118900.0,INLAND
+-120.3,37.97,17.0,3243.0,619.0,1408.0,566.0,2.474,120100.0,INLAND
+-120.29,37.94,17.0,1459.0,297.0,753.0,271.0,3.05,144800.0,INLAND
+-120.32,37.91,16.0,108.0,18.0,54.0,22.0,4.375,100000.0,INLAND
+-120.35,37.86,25.0,287.0,57.0,118.0,50.0,2.3056,162500.0,INLAND
+-120.23,37.86,16.0,324.0,61.0,135.0,61.0,2.4615,137500.0,INLAND
+-120.2,37.84,9.0,13670.0,2453.0,2811.0,1193.0,3.2589,137900.0,INLAND
+-120.2,37.8,30.0,1189.0,255.0,446.0,165.0,3.4838,112500.0,INLAND
+-119.93,37.85,18.0,473.0,115.0,88.0,41.0,4.0833,137500.0,INLAND
+-119.57,37.94,17.0,346.0,130.0,51.0,20.0,3.4861,137500.0,INLAND
+-120.47,37.96,25.0,2505.0,529.0,1145.0,483.0,2.006,103000.0,INLAND
+-120.42,37.98,18.0,3059.0,609.0,1335.0,581.0,2.5129,115900.0,INLAND
+-120.42,37.95,19.0,2787.0,578.0,1208.0,532.0,2.4922,98700.0,INLAND
+-120.39,37.96,10.0,2554.0,501.0,922.0,439.0,2.1094,164000.0,INLAND
+-120.4,37.92,22.0,1022.0,194.0,517.0,198.0,3.625,99400.0,INLAND
+-120.35,37.95,13.0,2104.0,407.0,960.0,401.0,2.4,177000.0,INLAND
+-120.41,37.88,16.0,744.0,141.0,311.0,122.0,4.4231,87500.0,INLAND
+-120.45,37.79,8.0,2687.0,495.0,5087.0,385.0,3.1719,115400.0,INLAND
+-119.31,34.7,19.0,961.0,218.0,479.0,138.0,3.3438,156300.0,INLAND
+-119.06,34.62,10.0,416.0,110.0,436.0,70.0,2.2222,262500.0,<1H OCEAN
+-118.75,34.42,28.0,1000.0,206.0,545.0,154.0,2.4167,191700.0,<1H OCEAN
+-118.8,34.41,45.0,1610.0,,1148.0,347.0,2.7,120400.0,<1H OCEAN
+-118.88,34.42,20.0,728.0,120.0,360.0,115.0,6.1244,375000.0,<1H OCEAN
+-118.98,34.4,34.0,1328.0,244.0,795.0,227.0,4.4219,338100.0,<1H OCEAN
+-118.93,34.36,33.0,1775.0,309.0,1071.0,296.0,4.6607,187900.0,<1H OCEAN
+-118.93,34.4,17.0,3275.0,599.0,2422.0,637.0,3.7092,190500.0,<1H OCEAN
+-118.92,34.4,23.0,1290.0,283.0,1060.0,279.0,3.3152,198000.0,<1H OCEAN
+-118.92,34.41,22.0,2702.0,655.0,2664.0,571.0,3.0893,173400.0,<1H OCEAN
+-118.9,34.41,35.0,4431.0,739.0,2304.0,720.0,4.2599,209100.0,<1H OCEAN
+-118.91,34.4,30.0,2861.0,613.0,2065.0,586.0,3.2024,176100.0,<1H OCEAN
+-118.9,34.4,16.0,2614.0,575.0,1163.0,524.0,1.5781,134400.0,<1H OCEAN
+-119.06,34.38,33.0,1465.0,262.0,731.0,266.0,3.9464,230300.0,<1H OCEAN
+-119.06,34.37,32.0,3885.0,759.0,2504.0,736.0,3.6453,201700.0,<1H OCEAN
+-119.05,34.36,22.0,1815.0,506.0,2428.0,473.0,2.8417,162500.0,<1H OCEAN
+-119.05,34.4,50.0,1236.0,282.0,1079.0,257.0,2.6991,181300.0,<1H OCEAN
+-119.1,34.31,21.0,2424.0,527.0,1379.0,484.0,2.6786,184000.0,<1H OCEAN
+-119.04,34.34,35.0,462.0,90.0,334.0,96.0,5.3582,281300.0,<1H OCEAN
+-119.06,34.36,52.0,1409.0,359.0,981.0,304.0,2.7951,199300.0,<1H OCEAN
+-119.06,34.36,52.0,1239.0,320.0,934.0,298.0,1.8618,183300.0,<1H OCEAN
+-119.06,34.35,34.0,2426.0,646.0,2116.0,631.0,2.0682,158300.0,<1H OCEAN
+-119.05,34.35,39.0,950.0,300.0,1366.0,312.0,2.2443,146600.0,<1H OCEAN
+-119.09,34.35,20.0,4725.0,881.0,2823.0,869.0,4.0122,214800.0,<1H OCEAN
+-119.08,34.35,24.0,3663.0,828.0,2718.0,778.0,3.2757,186000.0,<1H OCEAN
+-119.08,34.34,23.0,3065.0,723.0,2042.0,698.0,2.7593,194800.0,<1H OCEAN
+-119.11,34.33,14.0,4026.0,769.0,1825.0,671.0,3.5541,191800.0,<1H OCEAN
+-119.12,34.38,28.0,7200.0,1281.0,3793.0,1238.0,4.075,237900.0,<1H OCEAN
+-119.06,34.36,48.0,1459.0,324.0,902.0,350.0,2.4185,189900.0,<1H OCEAN
+-119.23,34.44,34.0,3193.0,664.0,1434.0,627.0,2.4777,260300.0,<1H OCEAN
+-119.26,34.46,30.0,3826.0,691.0,1656.0,657.0,4.0074,434700.0,<1H OCEAN
+-119.23,34.46,34.0,9280.0,1765.0,4514.0,1693.0,3.2026,227600.0,<1H OCEAN
+-119.19,34.46,39.0,2056.0,381.0,939.0,371.0,6.6257,427600.0,<1H OCEAN
+-119.23,34.42,16.0,630.0,117.0,343.0,100.0,5.75,325000.0,<1H OCEAN
+-119.27,34.45,15.0,1659.0,274.0,679.0,253.0,5.0,357900.0,<1H OCEAN
+-119.15,34.44,33.0,2005.0,392.0,1043.0,351.0,5.308,297900.0,<1H OCEAN
+-119.14,34.49,17.0,321.0,44.0,92.0,39.0,7.75,375000.0,<1H OCEAN
+-119.31,34.41,22.0,2612.0,494.0,1361.0,439.0,4.1319,245000.0,NEAR OCEAN
+-119.31,34.38,23.0,282.0,69.0,130.0,57.0,2.4375,225000.0,NEAR OCEAN
+-119.29,34.37,41.0,1408.0,311.0,793.0,264.0,2.5441,161200.0,NEAR OCEAN
+-119.34,34.39,27.0,669.0,131.0,314.0,106.0,2.4659,231300.0,NEAR OCEAN
+-119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,500001.0,NEAR OCEAN
+-119.28,34.45,36.0,2376.0,541.0,1505.0,547.0,2.4595,197600.0,<1H OCEAN
+-119.29,34.45,26.0,2849.0,535.0,1383.0,532.0,2.6893,230800.0,<1H OCEAN
+-119.29,34.44,34.0,4314.0,878.0,2361.0,831.0,3.2279,243100.0,NEAR OCEAN
+-119.27,34.44,22.0,3527.0,711.0,1483.0,640.0,2.7019,234700.0,<1H OCEAN
+-119.28,34.42,23.0,4763.0,828.0,2198.0,771.0,4.8105,313000.0,NEAR OCEAN
+-119.3,34.42,18.0,5591.0,1042.0,2860.0,1026.0,3.5822,219900.0,NEAR OCEAN
+-119.29,34.4,22.0,3891.0,657.0,1727.0,581.0,4.2656,241400.0,NEAR OCEAN
+-119.3,34.39,35.0,3079.0,579.0,1807.0,589.0,4.69,199300.0,NEAR OCEAN
+-119.17,34.29,28.0,731.0,155.0,285.0,162.0,3.2917,225000.0,NEAR OCEAN
+-119.17,34.29,18.0,3932.0,724.0,1896.0,680.0,5.2953,279400.0,NEAR OCEAN
+-119.17,34.31,21.0,259.0,38.0,142.0,45.0,5.2681,500001.0,NEAR OCEAN
+-119.15,34.3,21.0,2475.0,502.0,1269.0,505.0,2.98,259200.0,NEAR OCEAN
+-119.19,34.28,28.0,3231.0,524.0,1665.0,540.0,4.8583,224200.0,NEAR OCEAN
+-119.18,34.28,17.0,4526.0,717.0,2088.0,655.0,5.6885,268200.0,NEAR OCEAN
+-119.19,34.3,25.0,2197.0,320.0,934.0,330.0,6.311,283200.0,NEAR OCEAN
+-119.22,34.34,29.0,3128.0,672.0,1815.0,648.0,2.9821,175700.0,NEAR OCEAN
+-119.39,34.32,19.0,3238.0,629.0,1195.0,443.0,4.8472,500001.0,NEAR OCEAN
+-119.32,34.35,16.0,52.0,16.0,51.0,15.0,2.475,225000.0,NEAR OCEAN
+-119.14,34.29,17.0,2754.0,577.0,1349.0,533.0,3.1618,154200.0,<1H OCEAN
+-119.16,34.28,30.0,413.0,98.0,400.0,112.0,4.0,219200.0,NEAR OCEAN
+-119.16,34.28,11.0,5330.0,1056.0,2801.0,1028.0,4.763,232700.0,NEAR OCEAN
+-119.16,34.27,24.0,1824.0,331.0,1049.0,320.0,5.9181,221100.0,NEAR OCEAN
+-119.14,34.28,31.0,790.0,241.0,1095.0,222.0,2.25,75000.0,NEAR OCEAN
+-119.18,34.27,6.0,2307.0,386.0,910.0,364.0,5.215,279500.0,NEAR OCEAN
+-119.17,34.27,24.0,4165.0,646.0,2194.0,658.0,6.0661,234800.0,NEAR OCEAN
+-119.17,34.27,18.0,8010.0,1539.0,3982.0,1483.0,4.0905,236500.0,NEAR OCEAN
+-119.17,34.26,10.0,3654.0,541.0,1638.0,551.0,6.1885,267300.0,NEAR OCEAN
+-119.22,34.27,11.0,4695.0,955.0,2065.0,982.0,3.2158,223600.0,NEAR OCEAN
+-119.21,34.26,31.0,224.0,88.0,326.0,88.0,2.375,55000.0,NEAR OCEAN
+-119.21,34.26,10.0,3150.0,781.0,1582.0,653.0,4.2448,157300.0,NEAR OCEAN
+-119.22,34.26,16.0,2596.0,625.0,1403.0,562.0,3.4018,145200.0,NEAR OCEAN
+-119.2,34.27,8.0,4942.0,1173.0,3012.0,1033.0,3.445,203400.0,NEAR OCEAN
+-119.21,34.26,23.0,2887.0,540.0,1508.0,518.0,3.3452,217600.0,NEAR OCEAN
+-119.2,34.26,13.0,3009.0,588.0,1439.0,607.0,4.1845,199500.0,NEAR OCEAN
+-119.19,34.26,16.0,5018.0,853.0,2524.0,830.0,5.1752,218000.0,NEAR OCEAN
+-119.18,34.26,22.0,2334.0,359.0,1298.0,363.0,5.5275,228900.0,NEAR OCEAN
+-119.19,34.25,12.0,232.0,37.0,79.0,35.0,4.1667,214600.0,NEAR OCEAN
+-119.21,34.26,26.0,2406.0,411.0,1313.0,391.0,4.9079,234100.0,NEAR OCEAN
+-119.2,34.26,25.0,2203.0,367.0,1194.0,377.0,5.4087,223200.0,NEAR OCEAN
+-119.2,34.25,18.0,3208.0,643.0,1973.0,614.0,3.8162,235000.0,NEAR OCEAN
+-119.2,34.25,25.0,195.0,59.0,140.0,43.0,3.8889,187500.0,NEAR OCEAN
+-119.2,34.28,22.0,2362.0,601.0,1127.0,499.0,3.4006,219400.0,NEAR OCEAN
+-119.22,34.27,30.0,1937.0,295.0,695.0,313.0,5.0679,234300.0,NEAR OCEAN
+-119.23,34.27,22.0,3536.0,615.0,1650.0,612.0,4.2381,229300.0,NEAR OCEAN
+-119.21,34.31,22.0,7548.0,1038.0,2855.0,1008.0,6.729,409300.0,NEAR OCEAN
+-119.21,34.28,27.0,2219.0,312.0,937.0,315.0,5.7601,281100.0,NEAR OCEAN
+-119.23,34.3,18.0,1713.0,244.0,690.0,239.0,6.9483,404300.0,NEAR OCEAN
+-119.23,34.28,24.0,4260.0,691.0,1581.0,607.0,5.5048,303600.0,NEAR OCEAN
+-119.22,34.28,24.0,2212.0,332.0,899.0,331.0,5.533,299700.0,NEAR OCEAN
+-119.22,34.28,33.0,2467.0,377.0,1052.0,363.0,4.7333,257500.0,NEAR OCEAN
+-119.25,34.28,36.0,1530.0,341.0,703.0,317.0,3.5819,231900.0,NEAR OCEAN
+-119.26,34.28,41.0,2822.0,564.0,1288.0,541.0,3.0799,254100.0,NEAR OCEAN
+-119.25,34.3,34.0,1189.0,220.0,445.0,203.0,4.8824,396400.0,NEAR OCEAN
+-119.25,34.28,36.0,2232.0,373.0,951.0,368.0,5.2261,303200.0,NEAR OCEAN
+-119.24,34.28,41.0,1280.0,240.0,608.0,252.0,4.4038,229100.0,NEAR OCEAN
+-119.26,34.28,41.0,1835.0,311.0,683.0,308.0,4.8977,358200.0,NEAR OCEAN
+-119.27,34.28,52.0,2239.0,420.0,941.0,397.0,4.125,349000.0,NEAR OCEAN
+-119.27,34.29,32.0,2274.0,406.0,982.0,393.0,5.3254,385200.0,NEAR OCEAN
+-119.29,34.29,33.0,3854.0,982.0,1835.0,894.0,3.5294,323900.0,NEAR OCEAN
+-119.29,34.3,24.0,7637.0,1705.0,4647.0,1623.0,3.5385,186800.0,NEAR OCEAN
+-119.3,34.29,41.0,1445.0,410.0,1052.0,388.0,2.6333,170800.0,NEAR OCEAN
+-119.3,34.29,50.0,3128.0,825.0,2535.0,783.0,2.3669,165300.0,NEAR OCEAN
+-119.3,34.29,26.0,3665.0,932.0,2775.0,870.0,1.9286,160500.0,NEAR OCEAN
+-119.29,34.31,25.0,1092.0,190.0,702.0,215.0,3.9063,192700.0,NEAR OCEAN
+-119.29,34.28,38.0,2387.0,748.0,1537.0,741.0,2.3147,192500.0,NEAR OCEAN
+-119.3,34.27,17.0,1527.0,503.0,688.0,423.0,1.6007,187500.0,NEAR OCEAN
+-119.29,34.26,32.0,3295.0,764.0,1344.0,600.0,3.6007,395500.0,NEAR OCEAN
+-119.27,34.26,23.0,3578.0,753.0,1455.0,649.0,4.1898,359100.0,NEAR OCEAN
+-119.29,34.23,22.0,2486.0,608.0,709.0,523.0,2.9018,275000.0,NEAR OCEAN
+-119.29,34.24,27.0,4742.0,775.0,1682.0,696.0,6.194,500001.0,NEAR OCEAN
+-119.27,34.27,44.0,1312.0,279.0,668.0,278.0,4.09,203800.0,NEAR OCEAN
+-119.27,34.28,50.0,1710.0,412.0,915.0,380.0,3.1757,206300.0,NEAR OCEAN
+-119.27,34.27,52.0,459.0,112.0,276.0,107.0,2.375,198400.0,NEAR OCEAN
+-119.27,34.27,52.0,1577.0,343.0,836.0,335.0,3.5893,206600.0,NEAR OCEAN
+-119.28,34.27,43.0,403.0,77.0,156.0,85.0,4.6667,384600.0,NEAR OCEAN
+-119.28,34.27,44.0,706.0,176.0,399.0,149.0,3.0089,166700.0,NEAR OCEAN
+-119.25,34.27,46.0,679.0,159.0,382.0,143.0,3.5,221200.0,NEAR OCEAN
+-119.24,34.27,32.0,4071.0,888.0,1900.0,874.0,3.2792,220500.0,NEAR OCEAN
+-119.23,34.27,29.0,3298.0,804.0,1509.0,711.0,3.8125,244500.0,NEAR OCEAN
+-119.25,34.26,30.0,2948.0,827.0,1635.0,750.0,2.67,214900.0,NEAR OCEAN
+-119.25,34.27,35.0,2532.0,407.0,1338.0,422.0,4.7727,219000.0,NEAR OCEAN
+-119.26,34.27,36.0,1972.0,382.0,1029.0,411.0,3.7337,209000.0,NEAR OCEAN
+-119.26,34.27,40.0,2528.0,572.0,1318.0,549.0,3.6413,212700.0,NEAR OCEAN
+-119.26,34.27,42.0,918.0,204.0,394.0,204.0,4.0069,214300.0,NEAR OCEAN
+-119.23,34.25,28.0,26.0,3.0,29.0,9.0,8.0,275000.0,NEAR OCEAN
+-119.25,34.21,12.0,15201.0,2418.0,7132.0,2251.0,5.6756,301800.0,NEAR OCEAN
+-119.18,34.24,17.0,629.0,221.0,514.0,186.0,3.2847,112500.0,NEAR OCEAN
+-119.18,34.23,16.0,4609.0,1220.0,2147.0,1007.0,3.375,218800.0,NEAR OCEAN
+-119.19,34.22,26.0,3175.0,736.0,2460.0,775.0,3.125,219900.0,NEAR OCEAN
+-119.19,34.23,17.0,3889.0,748.0,2415.0,739.0,4.5,234300.0,NEAR OCEAN
+-119.18,34.22,15.0,4615.0,1008.0,2549.0,973.0,3.9063,198700.0,NEAR OCEAN
+-119.17,34.22,29.0,4188.0,816.0,2783.0,790.0,4.1949,197100.0,NEAR OCEAN
+-119.17,34.21,33.0,1039.0,256.0,1432.0,272.0,3.1103,143500.0,NEAR OCEAN
+-119.16,34.2,35.0,2183.0,636.0,3504.0,623.0,1.9704,160300.0,NEAR OCEAN
+-119.17,34.2,36.0,2028.0,523.0,2751.0,496.0,3.015,149300.0,NEAR OCEAN
+-119.17,34.2,40.0,1083.0,319.0,1843.0,349.0,2.3077,106900.0,NEAR OCEAN
+-119.18,34.21,30.0,1096.0,231.0,741.0,229.0,3.8625,234700.0,NEAR OCEAN
+-119.18,34.21,29.0,4039.0,680.0,1677.0,644.0,4.3897,257600.0,NEAR OCEAN
+-119.19,34.21,28.0,4194.0,811.0,2556.0,856.0,4.2227,235400.0,NEAR OCEAN
+-119.19,34.21,27.0,1887.0,487.0,1339.0,428.0,2.9185,224500.0,NEAR OCEAN
+-119.19,34.2,36.0,1293.0,312.0,1128.0,335.0,2.1542,253900.0,NEAR OCEAN
+-119.19,34.21,34.0,3413.0,693.0,2223.0,651.0,3.8239,208200.0,NEAR OCEAN
+-119.18,34.21,46.0,2062.0,484.0,1522.0,469.0,3.087,213900.0,NEAR OCEAN
+-119.19,34.2,18.0,3620.0,,3171.0,779.0,3.3409,220500.0,NEAR OCEAN
+-119.18,34.19,19.0,2393.0,,1938.0,762.0,1.6953,167400.0,NEAR OCEAN
+-119.18,34.2,21.0,494.0,127.0,489.0,106.0,2.6964,170800.0,NEAR OCEAN
+-119.18,34.19,5.0,384.0,131.0,410.0,149.0,1.5625,87500.0,NEAR OCEAN
+-119.27,34.17,15.0,11403.0,2131.0,3327.0,1585.0,4.3693,423300.0,NEAR OCEAN
+-119.23,34.19,16.0,5297.0,810.0,1489.0,667.0,6.4522,500001.0,NEAR OCEAN
+-119.23,34.17,18.0,6171.0,1490.0,2164.0,1210.0,3.6875,500001.0,NEAR OCEAN
+-119.23,34.15,18.0,6213.0,1188.0,2679.0,1000.0,3.748,380400.0,NEAR OCEAN
+-119.21,34.19,15.0,3797.0,692.0,2216.0,675.0,4.7443,229500.0,NEAR OCEAN
+-119.21,34.19,15.0,5614.0,989.0,2754.0,994.0,5.035,242900.0,NEAR OCEAN
+-119.22,34.18,17.0,3332.0,762.0,1797.0,673.0,4.4292,231200.0,NEAR OCEAN
+-119.2,34.19,19.0,9503.0,1769.0,6370.0,1718.0,5.0016,218500.0,NEAR OCEAN
+-119.2,34.18,27.0,1035.0,229.0,782.0,222.0,4.2212,185400.0,NEAR OCEAN
+-119.19,34.19,35.0,2599.0,552.0,2726.0,543.0,3.2212,180500.0,NEAR OCEAN
+-119.19,34.18,32.0,3366.0,677.0,2857.0,669.0,4.6186,181100.0,NEAR OCEAN
+-119.18,34.19,36.0,4519.0,1081.0,4818.0,1061.0,2.8561,179100.0,NEAR OCEAN
+-119.18,34.18,31.0,2636.0,638.0,2695.0,614.0,3.2196,175800.0,NEAR OCEAN
+-119.17,34.18,38.0,3221.0,783.0,2792.0,736.0,2.9118,172400.0,NEAR OCEAN
+-119.17,34.17,34.0,2749.0,539.0,2330.0,559.0,4.2137,185600.0,NEAR OCEAN
+-119.17,34.17,32.0,1567.0,304.0,1482.0,308.0,3.5867,182100.0,NEAR OCEAN
+-119.17,34.17,42.0,1411.0,300.0,1295.0,339.0,2.6667,164900.0,NEAR OCEAN
+-119.17,34.17,25.0,1596.0,321.0,1378.0,308.0,4.0074,188000.0,NEAR OCEAN
+-119.17,34.17,21.0,2361.0,464.0,1146.0,396.0,3.6597,195100.0,NEAR OCEAN
+-119.19,34.17,31.0,1872.0,434.0,1511.0,405.0,3.2314,186800.0,NEAR OCEAN
+-119.19,34.17,35.0,4276.0,767.0,3295.0,708.0,4.2583,187300.0,NEAR OCEAN
+-119.18,34.17,32.0,2388.0,467.0,1746.0,483.0,3.9331,187600.0,NEAR OCEAN
+-119.18,34.16,30.0,2053.0,368.0,1496.0,391.0,3.6546,186200.0,NEAR OCEAN
+-119.19,34.17,27.0,2183.0,364.0,1458.0,388.0,4.4567,191100.0,NEAR OCEAN
+-119.19,34.16,34.0,2610.0,466.0,1543.0,433.0,3.9722,189000.0,NEAR OCEAN
+-119.19,34.16,35.0,2733.0,510.0,1814.0,511.0,4.4187,183400.0,NEAR OCEAN
+-119.22,34.15,32.0,3152.0,596.0,3490.0,526.0,2.725,450000.0,NEAR OCEAN
+-119.2,34.18,22.0,6465.0,1397.0,2694.0,1370.0,2.9832,165600.0,NEAR OCEAN
+-119.21,34.18,13.0,6103.0,1319.0,2986.0,1212.0,3.9718,215200.0,NEAR OCEAN
+-119.19,34.15,31.0,4175.0,1004.0,3310.0,954.0,3.1989,185400.0,NEAR OCEAN
+-119.2,34.15,27.0,2076.0,681.0,1904.0,647.0,1.4773,160800.0,NEAR OCEAN
+-119.21,34.12,15.0,5778.0,1285.0,1722.0,829.0,4.3427,305800.0,NEAR OCEAN
+-119.18,34.16,12.0,460.0,101.0,405.0,103.0,5.2783,167400.0,NEAR OCEAN
+-119.18,34.16,27.0,1832.0,415.0,1480.0,414.0,3.9643,186000.0,NEAR OCEAN
+-119.18,34.15,22.0,4769.0,1366.0,5534.0,1318.0,2.4167,192000.0,NEAR OCEAN
+-119.17,34.16,17.0,5276.0,1020.0,4066.0,984.0,4.5828,205400.0,NEAR OCEAN
+-119.17,34.15,18.0,2509.0,688.0,3129.0,677.0,2.6098,146100.0,NEAR OCEAN
+-119.13,34.19,16.0,6389.0,1330.0,6242.0,1340.0,4.0222,206800.0,NEAR OCEAN
+-119.15,34.17,22.0,1612.0,334.0,1431.0,335.0,4.8125,194400.0,NEAR OCEAN
+-119.14,34.17,16.0,1593.0,353.0,836.0,357.0,2.726,67500.0,NEAR OCEAN
+-119.11,34.17,37.0,470.0,105.0,522.0,83.0,2.0368,243800.0,NEAR OCEAN
+-119.17,34.19,28.0,1444.0,508.0,2145.0,437.0,1.6964,175000.0,NEAR OCEAN
+-119.14,34.15,25.0,2202.0,390.0,1415.0,412.0,4.43,207700.0,NEAR OCEAN
+-119.16,34.15,23.0,3204.0,644.0,2295.0,614.0,3.9485,196600.0,NEAR OCEAN
+-119.16,34.12,17.0,224.0,70.0,147.0,71.0,3.6167,280000.0,NEAR OCEAN
+-119.16,34.17,17.0,7982.0,1603.0,6437.0,1596.0,4.1279,223900.0,NEAR OCEAN
+-119.15,34.17,23.0,2239.0,537.0,784.0,497.0,1.6038,194300.0,NEAR OCEAN
+-119.15,34.2,25.0,3445.0,898.0,5558.0,894.0,3.0972,169300.0,NEAR OCEAN
+-119.17,34.25,15.0,1329.0,282.0,1001.0,284.0,3.65,189300.0,NEAR OCEAN
+-119.15,34.25,36.0,3511.0,664.0,2965.0,695.0,4.0878,186800.0,NEAR OCEAN
+-119.16,34.23,26.0,5444.0,1293.0,3700.0,1158.0,2.7556,213200.0,NEAR OCEAN
+-119.14,34.23,8.0,243.0,75.0,102.0,80.0,2.5714,500001.0,NEAR OCEAN
+-119.12,34.23,35.0,2028.0,554.0,2252.0,521.0,2.4643,182000.0,NEAR OCEAN
+-119.12,34.25,31.0,737.0,146.0,1436.0,168.0,3.5625,194100.0,NEAR OCEAN
+-119.04,34.28,21.0,1856.0,276.0,863.0,255.0,4.5833,500001.0,<1H OCEAN
+-118.96,34.3,16.0,3103.0,482.0,1567.0,467.0,6.907,500001.0,<1H OCEAN
+-119.06,34.24,21.0,7436.0,984.0,2982.0,988.0,7.6775,391200.0,<1H OCEAN
+-119.09,34.24,17.0,10214.0,1589.0,3409.0,1327.0,5.3806,452100.0,<1H OCEAN
+-119.02,34.26,40.0,1498.0,292.0,707.0,249.0,3.7974,228700.0,<1H OCEAN
+-119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,340600.0,<1H OCEAN
+-119.04,34.24,20.0,7794.0,1192.0,4169.0,1188.0,5.9316,311900.0,<1H OCEAN
+-119.05,34.24,24.0,4341.0,646.0,1929.0,703.0,5.4298,279600.0,<1H OCEAN
+-118.99,34.23,9.0,10618.0,1617.0,4830.0,1606.0,6.6246,284200.0,<1H OCEAN
+-119.01,34.23,11.0,5785.0,1035.0,2760.0,985.0,4.693,232200.0,<1H OCEAN
+-118.94,34.24,5.0,10018.0,1233.0,4253.0,1120.0,8.9063,500001.0,<1H OCEAN
+-118.96,34.23,14.0,15207.0,2924.0,6301.0,2829.0,3.9699,217000.0,<1H OCEAN
+-119.03,34.24,25.0,3655.0,545.0,1776.0,544.0,5.687,238100.0,<1H OCEAN
+-119.03,34.23,16.0,5323.0,795.0,2493.0,779.0,5.6762,271300.0,<1H OCEAN
+-119.02,34.24,24.0,4650.0,748.0,2374.0,702.0,5.8838,232600.0,<1H OCEAN
+-119.03,34.23,21.0,3284.0,487.0,1832.0,521.0,5.2773,250800.0,<1H OCEAN
+-119.03,34.22,24.0,3421.0,656.0,2220.0,645.0,4.7831,214200.0,<1H OCEAN
+-119.04,34.23,21.0,9807.0,1614.0,4199.0,1554.0,5.0145,246600.0,<1H OCEAN
+-119.06,34.23,23.0,3471.0,510.0,2002.0,555.0,5.2742,257500.0,<1H OCEAN
+-119.06,34.23,29.0,3511.0,632.0,2591.0,596.0,3.0219,221700.0,<1H OCEAN
+-119.04,34.22,18.0,3117.0,583.0,2079.0,545.0,4.6458,222800.0,<1H OCEAN
+-119.06,34.22,13.0,4175.0,1321.0,2257.0,1271.0,3.1446,177100.0,<1H OCEAN
+-119.0,34.19,5.0,3634.0,718.0,1317.0,743.0,4.2917,227900.0,<1H OCEAN
+-119.05,34.19,39.0,143.0,36.0,113.0,33.0,2.8942,275000.0,NEAR OCEAN
+-119.08,34.17,32.0,166.0,22.0,63.0,29.0,7.3004,125000.0,NEAR OCEAN
+-119.03,34.21,11.0,4528.0,729.0,2398.0,684.0,5.3044,319000.0,<1H OCEAN
+-119.05,34.21,27.0,4357.0,926.0,2110.0,876.0,3.0119,218200.0,<1H OCEAN
+-119.09,34.22,8.0,40.0,10.0,309.0,16.0,4.0208,52500.0,NEAR OCEAN
+-119.05,34.13,12.0,57.0,22.0,69.0,15.0,5.0066,275000.0,NEAR OCEAN
+-118.97,34.18,18.0,7338.0,1020.0,3419.0,1058.0,7.0242,293100.0,<1H OCEAN
+-118.96,34.19,16.0,1807.0,346.0,587.0,296.0,1.9811,162500.0,<1H OCEAN
+-118.96,34.18,16.0,3137.0,462.0,1384.0,436.0,6.1306,258200.0,<1H OCEAN
+-118.98,34.16,16.0,2476.0,402.0,1251.0,387.0,5.7676,241300.0,<1H OCEAN
+-118.95,34.18,25.0,2237.0,331.0,1121.0,365.0,6.0994,254900.0,<1H OCEAN
+-118.95,34.17,9.0,2372.0,312.0,1039.0,321.0,7.6016,344900.0,<1H OCEAN
+-118.94,34.17,16.0,3746.0,508.0,1556.0,452.0,6.3303,299400.0,<1H OCEAN
+-118.94,34.17,15.0,1679.0,271.0,928.0,264.0,5.5681,235600.0,<1H OCEAN
+-118.95,34.17,23.0,2630.0,404.0,1184.0,385.0,5.2955,247600.0,<1H OCEAN
+-118.95,34.16,21.0,2953.0,419.0,1397.0,410.0,6.541,291500.0,<1H OCEAN
+-118.93,34.18,18.0,2730.0,415.0,1248.0,412.0,6.187,287900.0,<1H OCEAN
+-118.92,34.18,17.0,2400.0,352.0,1067.0,323.0,6.3522,259300.0,<1H OCEAN
+-118.92,34.17,17.0,1552.0,246.0,685.0,244.0,5.9836,294800.0,<1H OCEAN
+-118.94,34.16,3.0,1170.0,148.0,493.0,142.0,8.0428,500001.0,<1H OCEAN
+-118.91,34.18,17.0,3220.0,716.0,1381.0,733.0,2.8958,176000.0,<1H OCEAN
+-118.9,34.18,20.0,1288.0,179.0,539.0,181.0,5.8652,302600.0,<1H OCEAN
+-118.9,34.18,14.0,2627.0,328.0,1121.0,328.0,7.0504,333800.0,<1H OCEAN
+-118.9,34.17,14.0,4719.0,734.0,1880.0,731.0,5.3558,313800.0,<1H OCEAN
+-118.88,34.17,15.0,4260.0,,1701.0,669.0,5.1033,410700.0,<1H OCEAN
+-118.85,34.17,42.0,564.0,96.0,220.0,81.0,4.5625,318800.0,<1H OCEAN
+-118.84,34.16,18.0,6075.0,1056.0,2571.0,1018.0,5.22,399400.0,<1H OCEAN
+-118.84,34.15,17.0,3785.0,494.0,1527.0,507.0,8.4443,358500.0,<1H OCEAN
+-118.86,34.16,16.0,1509.0,216.0,578.0,235.0,10.2614,410800.0,<1H OCEAN
+-118.85,34.14,24.0,1999.0,244.0,759.0,247.0,8.7657,366300.0,<1H OCEAN
+-118.82,34.15,9.0,655.0,110.0,222.0,109.0,7.8528,337500.0,NEAR OCEAN
+-118.83,34.15,16.0,3380.0,731.0,1227.0,641.0,4.2857,233200.0,NEAR OCEAN
+-118.83,34.14,16.0,1316.0,194.0,450.0,173.0,10.1597,500001.0,NEAR OCEAN
+-118.83,34.14,16.0,1956.0,312.0,671.0,319.0,6.4001,321800.0,NEAR OCEAN
+-118.85,34.14,16.0,4109.0,543.0,1409.0,560.0,8.1064,423400.0,<1H OCEAN
+-118.95,34.19,24.0,2719.0,434.0,1318.0,424.0,4.675,228800.0,<1H OCEAN
+-118.94,34.18,24.0,3689.0,585.0,1898.0,581.0,5.9224,239400.0,<1H OCEAN
+-118.94,34.18,25.0,3502.0,508.0,1713.0,508.0,5.5181,242100.0,<1H OCEAN
+-118.93,34.2,17.0,2619.0,606.0,1655.0,557.0,3.886,281300.0,<1H OCEAN
+-118.92,34.19,16.0,3631.0,974.0,2585.0,923.0,3.0691,130400.0,<1H OCEAN
+-118.9,34.2,16.0,6510.0,817.0,2304.0,778.0,7.9943,452100.0,<1H OCEAN
+-118.9,34.19,26.0,1582.0,196.0,573.0,182.0,10.0595,500001.0,<1H OCEAN
+-118.91,34.22,15.0,5644.0,757.0,2659.0,783.0,6.7559,312000.0,<1H OCEAN
+-118.89,34.22,20.0,3878.0,665.0,1651.0,591.0,5.5402,264600.0,<1H OCEAN
+-118.87,34.23,14.0,4242.0,746.0,1858.0,689.0,6.0145,287100.0,<1H OCEAN
+-118.88,34.22,16.0,2343.0,393.0,2007.0,383.0,5.756,302700.0,<1H OCEAN
+-118.87,34.22,14.0,3108.0,451.0,1566.0,434.0,6.2423,305400.0,<1H OCEAN
+-118.85,34.25,17.0,5593.0,732.0,1992.0,660.0,7.2965,342900.0,<1H OCEAN
+-118.85,34.23,13.0,5094.0,764.0,2230.0,737.0,6.4823,290900.0,<1H OCEAN
+-118.86,34.22,26.0,1932.0,280.0,886.0,289.0,5.0855,232200.0,<1H OCEAN
+-118.86,34.22,26.0,1775.0,295.0,1004.0,323.0,5.5845,251700.0,<1H OCEAN
+-118.86,34.22,22.0,1230.0,200.0,673.0,195.0,6.2708,251400.0,<1H OCEAN
+-118.85,34.21,25.0,1328.0,209.0,691.0,228.0,4.9234,241400.0,<1H OCEAN
+-118.85,34.21,29.0,2195.0,414.0,1360.0,401.0,3.4773,206700.0,<1H OCEAN
+-118.86,34.21,26.0,3354.0,659.0,2020.0,648.0,4.1576,211800.0,<1H OCEAN
+-118.88,34.22,22.0,3654.0,517.0,1565.0,518.0,6.2748,274800.0,<1H OCEAN
+-118.87,34.21,26.0,4439.0,616.0,1881.0,592.0,6.2935,258000.0,<1H OCEAN
+-118.88,34.21,26.0,1590.0,196.0,654.0,199.0,6.5851,300000.0,<1H OCEAN
+-118.87,34.2,26.0,1924.0,245.0,775.0,244.0,7.001,286800.0,<1H OCEAN
+-118.88,34.2,23.0,4862.0,597.0,1938.0,594.0,7.3409,316000.0,<1H OCEAN
+-118.88,34.19,26.0,2296.0,275.0,842.0,263.0,7.7889,309900.0,<1H OCEAN
+-118.86,34.2,32.0,2399.0,384.0,1199.0,390.0,4.125,264600.0,<1H OCEAN
+-118.86,34.19,26.0,3135.0,480.0,1474.0,458.0,6.1949,243500.0,<1H OCEAN
+-118.87,34.19,23.0,2179.0,423.0,1338.0,406.0,5.5224,240700.0,<1H OCEAN
+-118.88,34.19,16.0,7268.0,1729.0,3232.0,1653.0,3.3703,228700.0,<1H OCEAN
+-118.87,34.18,21.0,5661.0,1369.0,3188.0,1308.0,3.4676,212800.0,<1H OCEAN
+-118.85,34.18,11.0,5873.0,1455.0,3089.0,1365.0,3.5504,173800.0,<1H OCEAN
+-118.84,34.17,16.0,3449.0,820.0,1877.0,816.0,3.2176,187500.0,<1H OCEAN
+-118.85,34.2,28.0,2040.0,297.0,848.0,280.0,6.7612,323700.0,<1H OCEAN
+-118.86,34.19,29.0,1326.0,185.0,586.0,187.0,6.5474,422900.0,<1H OCEAN
+-118.86,34.19,27.0,1931.0,261.0,736.0,244.0,6.7805,392900.0,<1H OCEAN
+-118.85,34.19,27.0,2287.0,320.0,967.0,321.0,6.5162,349400.0,<1H OCEAN
+-118.83,34.18,23.0,5647.0,786.0,2050.0,738.0,6.3586,348300.0,<1H OCEAN
+-118.83,34.17,17.0,4668.0,628.0,1917.0,624.0,8.1397,353900.0,<1H OCEAN
+-118.9,34.14,35.0,1503.0,263.0,576.0,216.0,5.1457,500001.0,<1H OCEAN
+-119.0,34.08,17.0,1822.0,438.0,578.0,291.0,5.4346,428600.0,NEAR OCEAN
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diff --git a/Homeworks/Homework-III/Kaznowska_Julia/HW3.html b/Homeworks/Homework-III/Kaznowska_Julia/HW3.html
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+
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+HW3
+
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Out[68]:
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+
longitude 0
+latitude 0
+housing_median_age 0
+total_rooms 0
+total_bedrooms 207
+population 0
+households 0
+median_income 0
+median_house_value 0
+ocean_proximity 0
+dtype: int64
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Out[72]:
+
+
+
+
+
+
+
+
+
+
+ longitude
+ latitude
+ housing_median_age
+ total_rooms
+ total_bedrooms
+ population
+ households
+ median_income
+ ocean_proximity
+ rooms_per_household
+ bedrooms_per_room
+ population_per_household
+
+
+
+
+ 0
+ -122.23
+ 37.88
+ 41.0
+ 880.0
+ 129.0
+ 322.0
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+ 3
+ 6.984127
+ 0.146591
+ 2.555556
+
+
+ 1
+ -122.22
+ 37.86
+ 21.0
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+ 1106.0
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+ 8.3014
+ 3
+ 6.238137
+ 0.155797
+ 2.109842
+
+
+ 2
+ -122.24
+ 37.85
+ 52.0
+ 1467.0
+ 190.0
+ 496.0
+ 177.0
+ 7.2574
+ 3
+ 8.288136
+ 0.129516
+ 2.802260
+
+
+ 3
+ -122.25
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+ 5.817352
+ 0.184458
+ 2.547945
+
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+ 4
+ -122.25
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+ 52.0
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+
Random Forest:
+Training data: 0.73
+Test data: 0.73
+Gradient Boosting:
+Training data: 0.79
+Test data: 0.78
+Decision Tree:
+Training data: 0.62
+Test data: 0.63
+
+
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Out[78]:
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+
array([98696.81030574])
+
+
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Out[79]:
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+
13550 67000.0
+Name: median_house_value, dtype: float64
+
+
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Preparation of a new explainer is initiated
+
+ -> data : 16512 rows 12 cols
+ -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.
+ -> target variable : 16512 values
+ -> model_class : sklearn.ensemble._gb.GradientBoostingRegressor (default)
+ -> label : Gradient Boosting
+ -> predict function : <function yhat_default at 0x0000029C8DE48700> will be used (default)
+ -> predict function : Accepts pandas.DataFrame and numpy.ndarray.
+ -> predicted values : min = 1.37e+04, mean = 2.06e+05, max = 6.11e+05
+ -> model type : regression will be used (default)
+ -> residual function : difference between y and yhat (default)
+ -> residuals : min = -2.66e+05, mean = 4.35e-12, max = 3.41e+05
+ -> model_info : package sklearn
+
+A new explainer has been created!
+
+
+
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Calculating ceteris paribus: 100%|████████████████████████████████████████████████████| 12/12 [00:00<00:00, 299.94it/s]
+
+
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+
Preparation of a new explainer is initiated
+
+ -> data : 16512 rows 12 cols
+ -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.
+ -> target variable : 16512 values
+ -> model_class : sklearn.ensemble._forest.RandomForestRegressor (default)
+ -> label : Random Forest
+ -> predict function : <function yhat_default at 0x0000029C8DE48700> will be used (default)
+ -> predict function : Accepts pandas.DataFrame and numpy.ndarray.
+ -> predicted values : min = 8.4e+04, mean = 2.06e+05, max = 4.94e+05
+ -> model type : regression will be used (default)
+ -> residual function : difference between y and yhat (default)
+ -> residuals : min = -2.36e+05, mean = -79.1, max = 3.64e+05
+ -> model_info : package sklearn
+
+A new explainer has been created!
+Preparation of a new explainer is initiated
+
+ -> data : 16512 rows 12 cols
+ -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.
+ -> target variable : 16512 values
+ -> model_class : sklearn.tree._classes.DecisionTreeRegressor (default)
+ -> label : Decision Tree
+ -> predict function : <function yhat_default at 0x0000029C8DE48700> will be used (default)
+ -> predict function : Accepts pandas.DataFrame and numpy.ndarray.
+ -> predicted values : min = 1.5e+04, mean = 2.06e+05, max = 5e+05
+ -> model type : regression will be used (default)
+ -> residual function : difference between y and yhat (default)
+ -> residuals : min = 0.0, mean = 0.0, max = 0.0
+ -> model_info : package sklearn
+
+A new explainer has been created!
+
+
+
+
+
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Calculating ceteris paribus: 100%|████████████████████████████████████████████████████| 12/12 [00:00<00:00, 249.94it/s]
+Calculating ceteris paribus: 100%|████████████████████████████████████████████████████| 12/12 [00:00<00:00, 279.02it/s]
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diff --git a/Homeworks/Homework-III/Kaznowska_Julia/HW3.ipynb b/Homeworks/Homework-III/Kaznowska_Julia/HW3.ipynb
new file mode 100644
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+++ b/Homeworks/Homework-III/Kaznowska_Julia/HW3.ipynb
@@ -0,0 +1,28711 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "61074437",
+ "metadata": {},
+ "source": [
+ "# Homework 3\n",
+ "Julia Kaznowska \n",
+ "Warsaw University of Technology \n",
+ "Faculty of Mathematics and Information Science \n",
+ "WB XAI tabular"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "823a28cc",
+ "metadata": {},
+ "source": [
+ "## Importing libraries"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "id": "6b2d3c5e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import random\n",
+ "\n",
+ "random.seed(2137)\n",
+ "\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "pd.options.mode.chained_assignment = None"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a2e5d33c",
+ "metadata": {},
+ "source": [
+ "## Preparing variables (copied from previous hw)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5859fed4",
+ "metadata": {},
+ "source": [
+ "### Handling missing values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "id": "2d4c83a4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data = pd.read_csv('housing.csv')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 68,
+ "id": "17da6548",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "longitude 0\n",
+ "latitude 0\n",
+ "housing_median_age 0\n",
+ "total_rooms 0\n",
+ "total_bedrooms 207\n",
+ "population 0\n",
+ "households 0\n",
+ "median_income 0\n",
+ "median_house_value 0\n",
+ "ocean_proximity 0\n",
+ "dtype: int64"
+ ]
+ },
+ "execution_count": 68,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data.isnull().sum()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ef37379a",
+ "metadata": {},
+ "source": [
+ "### Filling na"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "id": "c3c8e96c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "bedroom_mean = data['total_bedrooms'].mean()\n",
+ "data['total_bedrooms'].fillna(bedroom_mean, inplace=True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2b31ea7d",
+ "metadata": {},
+ "source": [
+ "### Adding variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "id": "ac1832a4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data[\"rooms_per_household\"] = data[\"total_rooms\"]/data[\"households\"]\n",
+ "data[\"bedrooms_per_room\"] = data[\"total_bedrooms\"]/data[\"total_rooms\"]\n",
+ "data[\"population_per_household\"]=data[\"population\"]/data[\"households\"]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0c9c1d40",
+ "metadata": {},
+ "source": [
+ "### Encoding categorical variables"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 71,
+ "id": "6b059f44",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "X = data.drop(['median_house_value'], axis=1)\n",
+ "y = data.iloc[:,-5]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "a2a76699",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " longitude \n",
+ " latitude \n",
+ " housing_median_age \n",
+ " total_rooms \n",
+ " total_bedrooms \n",
+ " population \n",
+ " households \n",
+ " median_income \n",
+ " ocean_proximity \n",
+ " rooms_per_household \n",
+ " bedrooms_per_room \n",
+ " population_per_household \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0 \n",
+ " -122.23 \n",
+ " 37.88 \n",
+ " 41.0 \n",
+ " 880.0 \n",
+ " 129.0 \n",
+ " 322.0 \n",
+ " 126.0 \n",
+ " 8.3252 \n",
+ " 3 \n",
+ " 6.984127 \n",
+ " 0.146591 \n",
+ " 2.555556 \n",
+ " \n",
+ " \n",
+ " 1 \n",
+ " -122.22 \n",
+ " 37.86 \n",
+ " 21.0 \n",
+ " 7099.0 \n",
+ " 1106.0 \n",
+ " 2401.0 \n",
+ " 1138.0 \n",
+ " 8.3014 \n",
+ " 3 \n",
+ " 6.238137 \n",
+ " 0.155797 \n",
+ " 2.109842 \n",
+ " \n",
+ " \n",
+ " 2 \n",
+ " -122.24 \n",
+ " 37.85 \n",
+ " 52.0 \n",
+ " 1467.0 \n",
+ " 190.0 \n",
+ " 496.0 \n",
+ " 177.0 \n",
+ " 7.2574 \n",
+ " 3 \n",
+ " 8.288136 \n",
+ " 0.129516 \n",
+ " 2.802260 \n",
+ " \n",
+ " \n",
+ " 3 \n",
+ " -122.25 \n",
+ " 37.85 \n",
+ " 52.0 \n",
+ " 1274.0 \n",
+ " 235.0 \n",
+ " 558.0 \n",
+ " 219.0 \n",
+ " 5.6431 \n",
+ " 3 \n",
+ " 5.817352 \n",
+ " 0.184458 \n",
+ " 2.547945 \n",
+ " \n",
+ " \n",
+ " 4 \n",
+ " -122.25 \n",
+ " 37.85 \n",
+ " 52.0 \n",
+ " 1627.0 \n",
+ " 280.0 \n",
+ " 565.0 \n",
+ " 259.0 \n",
+ " 3.8462 \n",
+ " 3 \n",
+ " 6.281853 \n",
+ " 0.172096 \n",
+ " 2.181467 \n",
+ " \n",
+ " \n",
+ "
\n",
+ "
"
+ ],
+ "text/plain": [
+ " longitude latitude housing_median_age total_rooms total_bedrooms \\\n",
+ "0 -122.23 37.88 41.0 880.0 129.0 \n",
+ "1 -122.22 37.86 21.0 7099.0 1106.0 \n",
+ "2 -122.24 37.85 52.0 1467.0 190.0 \n",
+ "3 -122.25 37.85 52.0 1274.0 235.0 \n",
+ "4 -122.25 37.85 52.0 1627.0 280.0 \n",
+ "\n",
+ " population households median_income ocean_proximity \\\n",
+ "0 322.0 126.0 8.3252 3 \n",
+ "1 2401.0 1138.0 8.3014 3 \n",
+ "2 496.0 177.0 7.2574 3 \n",
+ "3 558.0 219.0 5.6431 3 \n",
+ "4 565.0 259.0 3.8462 3 \n",
+ "\n",
+ " rooms_per_household bedrooms_per_room population_per_household \n",
+ "0 6.984127 0.146591 2.555556 \n",
+ "1 6.238137 0.155797 2.109842 \n",
+ "2 8.288136 0.129516 2.802260 \n",
+ "3 5.817352 0.184458 2.547945 \n",
+ "4 6.281853 0.172096 2.181467 "
+ ]
+ },
+ "execution_count": 72,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from sklearn.preprocessing import LabelEncoder\n",
+ "\n",
+ "le = LabelEncoder()\n",
+ "X['ocean_proximity'] = le.fit_transform(X['ocean_proximity'])\n",
+ "X.head()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f7035922",
+ "metadata": {},
+ "source": [
+ "### Splitting data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 73,
+ "id": "452a7fb9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.model_selection import train_test_split\n",
+ "\n",
+ "X_train, X_test, y_train, y_test = train_test_split(X,y,test_size=0.2)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8ec7b008",
+ "metadata": {},
+ "source": [
+ "## Creating models"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 74,
+ "id": "82d07eff",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from sklearn.ensemble import RandomForestRegressor\n",
+ "from sklearn.ensemble import GradientBoostingRegressor\n",
+ "from sklearn.linear_model import LinearRegression\n",
+ "from sklearn.tree import DecisionTreeRegressor\n",
+ "model1 = RandomForestRegressor(max_depth=7, n_estimators = 25, max_features=\"sqrt\")\n",
+ "model2 = GradientBoostingRegressor(learning_rate = 0.2, max_features=\"sqrt\")\n",
+ "model3 = DecisionTreeRegressor()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 75,
+ "id": "2ad73807",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "model1.fit(X_train, y_train)\n",
+ "model2.fit(X_train, y_train)\n",
+ "model3.fit(X_train, y_train);"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "fd218595",
+ "metadata": {},
+ "source": [
+ "### Checking performance"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 76,
+ "id": "454c39fa",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def print_scoring(model):\n",
+ " train = cross_val_score(model, X_train, y_train, scoring = 'r2')\n",
+ " test = r2_score(y_test, model.predict(X_test))\n",
+ " print(\"Training data:\", np.round(np.mean(train), 2))\n",
+ " print(\"Test data:\", np.round(test, 2))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 77,
+ "id": "f652835a",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Random Forest:\n",
+ "Training data: 0.73\n",
+ "Test data: 0.73\n",
+ "Gradient Boosting:\n",
+ "Training data: 0.79\n",
+ "Test data: 0.78\n",
+ "Decision Tree:\n",
+ "Training data: 0.62\n",
+ "Test data: 0.63\n"
+ ]
+ }
+ ],
+ "source": [
+ "from sklearn.model_selection import cross_val_score\n",
+ "from sklearn.metrics import r2_score\n",
+ "print(\"Random Forest:\")\n",
+ "print_scoring(model1)\n",
+ "print(\"Gradient Boosting:\")\n",
+ "print_scoring(model2)\n",
+ "print(\"Decision Tree:\")\n",
+ "print_scoring(model3)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "649077a8",
+ "metadata": {},
+ "source": [
+ "After tuning hiperparameters the models have satisfying scorings. I chose `Gradient Boosting` as the best performing one, as it has the highest scorings. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ca542b30",
+ "metadata": {},
+ "source": [
+ "## Points from homework"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "80d19085",
+ "metadata": {},
+ "source": [
+ "### Model prediction"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 78,
+ "id": "178311ba",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([98696.81030574])"
+ ]
+ },
+ "execution_count": 78,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "model2.predict(X_test.iloc[[312]])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 79,
+ "id": "efe71a0b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "13550 67000.0\n",
+ "Name: median_house_value, dtype: float64"
+ ]
+ },
+ "execution_count": 79,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "y_test.iloc[[312]]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "82b8cb8f",
+ "metadata": {},
+ "source": [
+ "### Ceteris Paribus profiles for best model"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 80,
+ "id": "b3e24662",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Preparation of a new explainer is initiated\n",
+ "\n",
+ " -> data : 16512 rows 12 cols\n",
+ " -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.\n",
+ " -> target variable : 16512 values\n",
+ " -> model_class : sklearn.ensemble._gb.GradientBoostingRegressor (default)\n",
+ " -> label : Gradient Boosting\n",
+ " -> predict function : will be used (default)\n",
+ " -> predict function : Accepts pandas.DataFrame and numpy.ndarray.\n",
+ " -> predicted values : min = 1.37e+04, mean = 2.06e+05, max = 6.11e+05\n",
+ " -> model type : regression will be used (default)\n",
+ " -> residual function : difference between y and yhat (default)\n",
+ " -> residuals : min = -2.66e+05, mean = 4.35e-12, max = 3.41e+05\n",
+ " -> model_info : package sklearn\n",
+ "\n",
+ "A new explainer has been created!\n"
+ ]
+ }
+ ],
+ "source": [
+ "import dalex as dx\n",
+ "gb_exp = dx.Explainer(model2, X_train, y_train, label = \"Gradient Boosting\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 81,
+ "id": "8d13b7e6",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Calculating ceteris paribus: 100%|████████████████████████████████████████████████████| 12/12 [00:00<00:00, 299.94it/s]\n"
+ ]
+ },
+ {
+ "data": {
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+ "plotlyServerURL": "https://plot.ly",
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+ "cp_312_gb = gb_exp.predict_profile(X_test.iloc[[312]])\n",
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+ "As we can see, 6 of the variables used to explain the predicted value of the 312th observation have almost constant distribuation (changes happen only at left limits). General trends for non-constant observations are downward for `latitude` and `longitude` and upward for `housing_median_age`, `median_income`, `ocean_proximity` and `rooms_per_household`. The lowest prediction is a little bit less than 200k for the smallest `median_income`, whereas the highest price is about 550k for `longitude` around -122.5. "
+ ]
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+ "cell_type": "markdown",
+ "id": "fd946598",
+ "metadata": {},
+ "source": [
+ "### Ceteris Paribus profiles for other models"
+ ]
+ },
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+ "cell_type": "code",
+ "execution_count": 82,
+ "id": "5b12eeaf",
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+ "Preparation of a new explainer is initiated\n",
+ "\n",
+ " -> data : 16512 rows 12 cols\n",
+ " -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.\n",
+ " -> target variable : 16512 values\n",
+ " -> model_class : sklearn.ensemble._forest.RandomForestRegressor (default)\n",
+ " -> label : Random Forest\n",
+ " -> predict function : will be used (default)\n",
+ " -> predict function : Accepts pandas.DataFrame and numpy.ndarray.\n",
+ " -> predicted values : min = 8.4e+04, mean = 2.06e+05, max = 4.94e+05\n",
+ " -> model type : regression will be used (default)\n",
+ " -> residual function : difference between y and yhat (default)\n",
+ " -> residuals : min = -2.36e+05, mean = -79.1, max = 3.64e+05\n",
+ " -> model_info : package sklearn\n",
+ "\n",
+ "A new explainer has been created!\n",
+ "Preparation of a new explainer is initiated\n",
+ "\n",
+ " -> data : 16512 rows 12 cols\n",
+ " -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.\n",
+ " -> target variable : 16512 values\n",
+ " -> model_class : sklearn.tree._classes.DecisionTreeRegressor (default)\n",
+ " -> label : Decision Tree\n",
+ " -> predict function : will be used (default)\n",
+ " -> predict function : Accepts pandas.DataFrame and numpy.ndarray.\n",
+ " -> predicted values : min = 1.5e+04, mean = 2.06e+05, max = 5e+05\n",
+ " -> model type : regression will be used (default)\n",
+ " -> residual function : difference between y and yhat (default)\n",
+ " -> residuals : min = 0.0, mean = 0.0, max = 0.0\n",
+ " -> model_info : package sklearn\n",
+ "\n",
+ "A new explainer has been created!\n"
+ ]
+ }
+ ],
+ "source": [
+ "rf_exp = dx.Explainer(model1, X_train, y_train, label = \"Random Forest\")\n",
+ "dt_exp = dx.Explainer(model3, X_train, y_train, label = \"Decision Tree\")"
+ ]
+ },
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+ "execution_count": 83,
+ "id": "7527003a",
+ "metadata": {
+ "scrolled": true
+ },
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+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Calculating ceteris paribus: 100%|████████████████████████████████████████████████████| 12/12 [00:00<00:00, 249.94it/s]\n",
+ "Calculating ceteris paribus: 100%|████████████████████████████████████████████████████| 12/12 [00:00<00:00, 279.02it/s]\n"
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+ ],
+ "source": [
+ "cp_312_rf = rf_exp.predict_profile(X_test.iloc[[312]])\n",
+ "cp_312_dt = dt_exp.predict_profile(X_test.iloc[[312]])\n",
+ "cp_312_gb.plot([cp_312_rf, cp_312_dt])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3663dd3a",
+ "metadata": {},
+ "source": [
+ "After adding CP-profiles for the other two models, we can see that both of them are mostly similar to `Gradient Boosting`, with `Random Forest` being a little bit closer than `Decision Tree`. \n",
+ "All the models have different distributions when it comes to `longitude`. New models differ from `GB` for the `rooms_per_household` variable. `Decision Tree` varies significantly when it comes to `latitude` and `median_income` variables. \n",
+ "Those results clearly show us that `Random Forest` model, having second best scoring has more similar CP profiles to the best model, than `Decision Tree`, which was third. It makes us happy, because it makes sense :) "
+ ]
+ }
+ ],
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+ }
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+ "nbformat_minor": 5
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new file mode 100644
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+
+hw4
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+
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+
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Out[11]:
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+
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+
+
+
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+
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+
+
+
+
+
+
+
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+
+
+
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+
+
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+
+
+
+
+
+
+
+ Weight
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+
+
+
+
+
+ 0.4497
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+ ± 0.0073
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+
+
+ median_income
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+
+
+
+
+ 0.3886
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+
+
+ longitude
+
+
+
+
+
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+ ± 0.0095
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+
+
+ latitude
+
+
+
+
+
+ 0.1251
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+
+
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+
+
+
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+
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+
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+
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+
+
+
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+
+
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+
+
+
+
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+
+
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+
+
+
+
+
+ 0.0083
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+
+
+ total_rooms
+
+
+
+
+
+ 0.0043
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+
+
+ population
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+
+
+
+
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+
+
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+
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+
+
+
+
+
+
+
+
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+
+
+
+
+
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+
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+
+
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+
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+
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+
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+
+
+
+
+
+
Out[12]:
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+
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+
+
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+
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+
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+
+
+
+
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+
+
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+
+
+
+
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+
+
+ longitude
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+
+
+
+
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+
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+
+
+
+ latitude
+
+
+
+
+
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+
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+
+
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+
+
+
+
+
+ 0.0320
+
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+
+
+
+ rooms_per_household
+
+
+
+
+
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+
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+
+
+
+ housing_median_age
+
+
+
+
+
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+
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+
+
+
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+
+
+
+
+
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+
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+
+
+
+ population
+
+
+
+
+
+ 0.0044
+
+ ± 0.0006
+
+
+
+ households
+
+
+
+
+
+ 0.0028
+
+ ± 0.0005
+
+
+
+ total_bedrooms
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Out[13]:
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Weight
+ Feature
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+
+
+
+
+
+ 0.9741
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+ ± 0.0250
+
+
+
+ median_income
+
+
+
+
+
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+
+
+ latitude
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+
+
+
+
+ 0.4874
+
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+
+
+
+ longitude
+
+
+
+
+
+ 0.4532
+
+ ± 0.0214
+
+
+
+ population_per_household
+
+
+
+
+
+ 0.3769
+
+ ± 0.0072
+
+
+
+ ocean_proximity
+
+
+
+
+
+ 0.2229
+
+ ± 0.0068
+
+
+
+ housing_median_age
+
+
+
+
+
+ 0.1355
+
+ ± 0.0068
+
+
+
+ rooms_per_household
+
+
+
+
+
+ 0.1008
+
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+
+
+
+ bedrooms_per_room
+
+
+
+
+
+ 0.0498
+
+ ± 0.0065
+
+
+
+ total_bedrooms
+
+
+
+
+
+ 0.0454
+
+ ± 0.0058
+
+
+
+ population
+
+
+
+
+
+ 0.0441
+
+ ± 0.0052
+
+
+
+ total_rooms
+
+
+
+
+
+ 0.0417
+
+ ± 0.0045
+
+
+
+ households
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/Homeworks/Homework-IV/Kaznowska_Julia/hw4.ipynb b/Homeworks/Homework-IV/Kaznowska_Julia/hw4.ipynb
new file mode 100644
index 0000000..53127af
--- /dev/null
+++ b/Homeworks/Homework-IV/Kaznowska_Julia/hw4.ipynb
@@ -0,0 +1,848 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "fdb7fcc9",
+ "metadata": {},
+ "source": [
+ "# Homework 4\n",
+ "Julia Kaznowska \n",
+ "Warsaw University of Technology \n",
+ "Faculty of Mathematics and Information Science \n",
+ "WB XAI tabular"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7b75e3e4",
+ "metadata": {},
+ "source": [
+ "## Importing libraries, models and data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "e228c0cb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import random\n",
+ "\n",
+ "random.seed(2137)\n",
+ "\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "pd.options.mode.chained_assignment = None\n",
+ "\n",
+ "import pickle\n",
+ "rf = pickle.load(open('RandomForest', 'rb'))\n",
+ "gb = pickle.load(open('GradientBoosting', 'rb'))\n",
+ "dt = pickle.load(open('DecisionTree', 'rb'))\n",
+ "\n",
+ "X = pickle.load(open('X', 'rb'))\n",
+ "y = pickle.load(open('y', 'rb'))\n",
+ "\n",
+ "from sklearn.model_selection import train_test_split\n",
+ "X_train, X_test, y_train, y_test = train_test_split(X,y,test_size=0.2)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "74d96e51",
+ "metadata": {},
+ "source": [
+ "## Permutational importance "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "718a8e8a",
+ "metadata": {},
+ "source": [
+ "First things first I am going to check permutation importance of the best performing model - `Gradient Boosting`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "c55ed4c3",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
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+ " \n",
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+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " Weight \n",
+ " Feature \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.4497\n",
+ " \n",
+ " ± 0.0073\n",
+ " \n",
+ " \n",
+ " \n",
+ " median_income\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.3886\n",
+ " \n",
+ " ± 0.0079\n",
+ " \n",
+ " \n",
+ " \n",
+ " longitude\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.3557\n",
+ " \n",
+ " ± 0.0095\n",
+ " \n",
+ " \n",
+ " \n",
+ " latitude\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.1251\n",
+ " \n",
+ " ± 0.0028\n",
+ " \n",
+ " \n",
+ " \n",
+ " population_per_household\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0752\n",
+ " \n",
+ " ± 0.0026\n",
+ " \n",
+ " \n",
+ " \n",
+ " ocean_proximity\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0333\n",
+ " \n",
+ " ± 0.0010\n",
+ " \n",
+ " \n",
+ " \n",
+ " bedrooms_per_room\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0287\n",
+ " \n",
+ " ± 0.0003\n",
+ " \n",
+ " \n",
+ " \n",
+ " housing_median_age\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0150\n",
+ " \n",
+ " ± 0.0008\n",
+ " \n",
+ " \n",
+ " \n",
+ " rooms_per_household\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0123\n",
+ " \n",
+ " ± 0.0010\n",
+ " \n",
+ " \n",
+ " \n",
+ " total_bedrooms\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0083\n",
+ " \n",
+ " ± 0.0008\n",
+ " \n",
+ " \n",
+ " \n",
+ " total_rooms\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0043\n",
+ " \n",
+ " ± 0.0004\n",
+ " \n",
+ " \n",
+ " \n",
+ " population\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0020\n",
+ " \n",
+ " ± 0.0003\n",
+ " \n",
+ " \n",
+ " \n",
+ " households\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ "\n"
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import eli5\n",
+ "from eli5.sklearn import PermutationImportance\n",
+ "\n",
+ "perm_gb = PermutationImportance(gb, random_state=1).fit(X_train, y_train)\n",
+ "eli5.show_weights(perm_gb, feature_names = X_train.columns.tolist())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1f92cff6",
+ "metadata": {},
+ "source": [
+ "We can see that the most important feature is `median income`, followed right by `longitude` and `latitude` - our coordinates. In the top 5 variables there also is `ocean proximity` - another feature connected with localisation. This means that `Gradient Boosting` model puts big emphasis on localisation of households. We can also observe that the variables we created are far more important than base variables. It is worth checking whether the model would give better scorings when trained without those base features."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9db868de",
+ "metadata": {},
+ "source": [
+ "## Permutational importance for other models"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "3006e76e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
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+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " Weight \n",
+ " Feature \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.3867\n",
+ " \n",
+ " ± 0.0078\n",
+ " \n",
+ " \n",
+ " \n",
+ " median_income\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.1145\n",
+ " \n",
+ " ± 0.0026\n",
+ " \n",
+ " \n",
+ " \n",
+ " ocean_proximity\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.1135\n",
+ " \n",
+ " ± 0.0037\n",
+ " \n",
+ " \n",
+ " \n",
+ " population_per_household\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0890\n",
+ " \n",
+ " ± 0.0016\n",
+ " \n",
+ " \n",
+ " \n",
+ " longitude\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0884\n",
+ " \n",
+ " ± 0.0016\n",
+ " \n",
+ " \n",
+ " \n",
+ " latitude\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0452\n",
+ " \n",
+ " ± 0.0020\n",
+ " \n",
+ " \n",
+ " \n",
+ " bedrooms_per_room\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0320\n",
+ " \n",
+ " ± 0.0016\n",
+ " \n",
+ " \n",
+ " \n",
+ " rooms_per_household\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0267\n",
+ " \n",
+ " ± 0.0006\n",
+ " \n",
+ " \n",
+ " \n",
+ " housing_median_age\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0058\n",
+ " \n",
+ " ± 0.0008\n",
+ " \n",
+ " \n",
+ " \n",
+ " total_rooms\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0055\n",
+ " \n",
+ " ± 0.0003\n",
+ " \n",
+ " \n",
+ " \n",
+ " population\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0044\n",
+ " \n",
+ " ± 0.0006\n",
+ " \n",
+ " \n",
+ " \n",
+ " households\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0028\n",
+ " \n",
+ " ± 0.0005\n",
+ " \n",
+ " \n",
+ " \n",
+ " total_bedrooms\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ "\n"
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "perm_rf = PermutationImportance(rf, random_state=1).fit(X_train, y_train)\n",
+ "eli5.show_weights(perm_rf, feature_names = X_train.columns.tolist())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "d466331f",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
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+ "\n",
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+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " Weight \n",
+ " Feature \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.9741\n",
+ " \n",
+ " ± 0.0250\n",
+ " \n",
+ " \n",
+ " \n",
+ " median_income\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.5442\n",
+ " \n",
+ " ± 0.0176\n",
+ " \n",
+ " \n",
+ " \n",
+ " latitude\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.4874\n",
+ " \n",
+ " ± 0.0198\n",
+ " \n",
+ " \n",
+ " \n",
+ " longitude\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.4532\n",
+ " \n",
+ " ± 0.0214\n",
+ " \n",
+ " \n",
+ " \n",
+ " population_per_household\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.3769\n",
+ " \n",
+ " ± 0.0072\n",
+ " \n",
+ " \n",
+ " \n",
+ " ocean_proximity\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.2229\n",
+ " \n",
+ " ± 0.0068\n",
+ " \n",
+ " \n",
+ " \n",
+ " housing_median_age\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.1355\n",
+ " \n",
+ " ± 0.0068\n",
+ " \n",
+ " \n",
+ " \n",
+ " rooms_per_household\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.1008\n",
+ " \n",
+ " ± 0.0043\n",
+ " \n",
+ " \n",
+ " \n",
+ " bedrooms_per_room\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0498\n",
+ " \n",
+ " ± 0.0065\n",
+ " \n",
+ " \n",
+ " \n",
+ " total_bedrooms\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0454\n",
+ " \n",
+ " ± 0.0058\n",
+ " \n",
+ " \n",
+ " \n",
+ " population\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0441\n",
+ " \n",
+ " ± 0.0052\n",
+ " \n",
+ " \n",
+ " \n",
+ " total_rooms\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 0.0417\n",
+ " \n",
+ " ± 0.0045\n",
+ " \n",
+ " \n",
+ " \n",
+ " households\n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ "
\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ " \n",
+ "\n",
+ "\n",
+ "\n"
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "perm_dt = PermutationImportance(dt, random_state=1).fit(X_train, y_train)\n",
+ "eli5.show_weights(perm_dt, feature_names = X_train.columns.tolist())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "fa6cd0c7",
+ "metadata": {},
+ "source": [
+ "Permutation importance for those two models provide us with useful information. In both of them `median income` plays a big role, with other features being somehow far behind it, which is different from previous model. All the other observations made are very similar to the `gradient boosting` model. In the top 5 we can find all the variables connected with localisation (`longitude`, `latitude` and `ocean proximity`). New variables are also more important than the variables they were based on. It leads us to similar conclusion - maybe it is worth it to get rid of old variables?"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Homeworks/Homework-V/Kaznowska_Julia/hw5.html b/Homeworks/Homework-V/Kaznowska_Julia/hw5.html
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+hw5
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Preparation of a new explainer is initiated
+
+ -> data : 16512 rows 12 cols
+ -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.
+ -> target variable : 16512 values
+ -> model_class : sklearn.ensemble._gb.GradientBoostingRegressor (default)
+ -> label : Gradient Boosting
+ -> predict function : <function yhat_default at 0x0000022FFC5C31F0> will be used (default)
+ -> predict function : Accepts pandas.DataFrame and numpy.ndarray.
+ -> predicted values : min = 1.47e+04, mean = 2.07e+05, max = 5.8e+05
+ -> model type : regression will be used (default)
+ -> residual function : difference between y and yhat (default)
+ -> residuals : min = -2.77e+05, mean = -4.09e-12, max = 3.39e+05
+ -> model_info : package sklearn
+
+A new explainer has been created!
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diff --git a/Homeworks/Homework-V/Kaznowska_Julia/hw5.ipynb b/Homeworks/Homework-V/Kaznowska_Julia/hw5.ipynb
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "49f08339",
+ "metadata": {},
+ "source": [
+ "# Homework 5\n",
+ "Julia Kaznowska \n",
+ "Warsaw University of Technology \n",
+ "Faculty of Mathematics and Information Science \n",
+ "WB XAI tabular"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7b75e3e4",
+ "metadata": {},
+ "source": [
+ "## Importing libraries, model and data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "e228c0cb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import random\n",
+ "import matplotlib.pyplot as plt\n",
+ "import plotly.graph_objects as go\n",
+ "\n",
+ "random.seed(2137)\n",
+ "\n",
+ "import warnings\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "pd.options.mode.chained_assignment = None\n",
+ "\n",
+ "import pickle\n",
+ "gb = pickle.load(open('GradientBoosting', 'rb'))\n",
+ "\n",
+ "X = pickle.load(open('X', 'rb'))\n",
+ "y = pickle.load(open('y', 'rb'))\n",
+ "\n",
+ "from sklearn.model_selection import train_test_split\n",
+ "X_train, X_test, y_train, y_test = train_test_split(X,y,test_size=0.2)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "fbf506a6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Preparation of a new explainer is initiated\n",
+ "\n",
+ " -> data : 16512 rows 12 cols\n",
+ " -> target variable : Parameter 'y' was a pandas.Series. Converted to a numpy.ndarray.\n",
+ " -> target variable : 16512 values\n",
+ " -> model_class : sklearn.ensemble._gb.GradientBoostingRegressor (default)\n",
+ " -> label : Gradient Boosting\n",
+ " -> predict function : will be used (default)\n",
+ " -> predict function : Accepts pandas.DataFrame and numpy.ndarray.\n",
+ " -> predicted values : min = 1.47e+04, mean = 2.07e+05, max = 5.8e+05\n",
+ " -> model type : regression will be used (default)\n",
+ " -> residual function : difference between y and yhat (default)\n",
+ " -> residuals : min = -2.77e+05, mean = -4.09e-12, max = 3.39e+05\n",
+ " -> model_info : package sklearn\n",
+ "\n",
+ "A new explainer has been created!\n"
+ ]
+ }
+ ],
+ "source": [
+ "gb.fit(X_train, y_train)\n",
+ "\n",
+ "import dalex as dx\n",
+ "gb_exp = dx.Explainer(gb, X_train, y_train, label = \"Gradient Boosting\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d3b224d4",
+ "metadata": {},
+ "source": [
+ "## Partial Dependence Profiles "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "815ccf4b",
+ "metadata": {},
+ "source": [
+ "In order to make the file smaller I had to reduce the number of observations that was taken for plotting PDP, it doesn't affect the results in any way though."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f67c77fe",
+ "metadata": {},
+ "source": [
+ "Exporting notebook with plots made them disappear, so I had to change them to images. Code is still included for reproductivity."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "741f7c0c",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "#pd_gb = gb_exp.model_profile(N = 25)\n",
+ "#pd_gb.plot(geom = 'profiles', variables = X_train.columns.tolist())\n",
+ "#pd_gb.result['_label_'] = 'PD profiles'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "72f6b6ad",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from IPython.display import Image\n",
+ "from IPython.display import display\n",
+ "pdp1 = Image(filename='pdp1.png')\n",
+ "pdp2 = Image(filename='pdp2.png')\n",
+ "pdp3 = Image(filename='pdp3.png') \n",
+ "display(pdp1, pdp2, pdp3)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "73066ac7",
+ "metadata": {},
+ "source": [
+ "As we can see, PD profiles for all the variables do not show any correlations between them. We can say that because every observation for every variable is plotted parallel to one another."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c3b8380b",
+ "metadata": {},
+ "source": [
+ "## Accumulated Local Dependence "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f60438f2",
+ "metadata": {},
+ "source": [
+ "At first plots for ALE and PDP were separated and then joined together, but because of their similarities I decided to just show them together."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "d580daa7",
+ "metadata": {
+ "scrolled": true
+ },
+ "outputs": [],
+ "source": [
+ "#ale_gb = gb_exp.model_profile(type = 'accumulated')\n",
+ "#ale_gb.result['_label_'] = 'AL profiles'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "3686942f",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [],
+ "source": [
+ "#ale_gb.plot(pd_gb)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "77ee1271",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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sxP1MmvhS4/38yzf3Sid9+Ma87yfnT2ry42b1D4TtF4+3mqeYlYiyiTIuzucvfOLW/B2jUcmBjOPWsrfSzOmLGssujkV12BN/FwPUx744XiEeM45j8TeXXvhwPj5xvOM4jNp947w91ld+Ois2xP0U9xH3F+shzqc4P4t9MfU2wiPoIhEKxZvi+z68bWVLU8edMiotfm1Z+tPvn61saRiAbeCgVbd+aevtysT4S/026JN++h+TKlvK3XnL87kbVmsWzF+aNhiw7kotdybf91JladWinOLftaqQJD7IZ89a3CTVD/FrzbSnm14OvzsdeNjW+fg1fx5x3G++dmoae+CWlS2d055j1VzRWqt6QE4AoPtFN5eYQtSPohvTPc8el/485eON+4r9MT/hc7vmL7XFbb583ooW3iF+mLvy1g/l/THFchFSVN9Xbxf1rqgHRnAToUP8gPmH38b4ou131HErfnh9/0e2Tw/ds6LeusvoTZrsj4ukVNfpo+zjNs3rgasS9/PopNmNoUkMQzHzxYZA5IMf2yEHDx/Y++q83tsdNG5E4/kcU1tsMqRfZWllUX6FI48dmS8aVK0IjUIctzh+1S2d8neRqgv9tEVx/IvjWQSK8b0kzp84P2N70UqttxEeQRcpQqF482pJvFmN2H5Quuq/H69sSenTZ4xuksLHFL9QRXJe3UKprbcrE5WYzy+vZERYc9rxt6Zbrp+W3/wiIY/7qA5wYnDHCGXi17Lqx4u/K2737vdtlT/ILzrvoXw/cX+xP1rgNLfl1gPy/NtnT8y3Le7jhM/umsvj8/9wS766WOyLKe4zbluIN+K43Vc+/Zf8fIvH+5d/ui2HLLUSwUx86DV/Hicf3dDE+NNnjs7zzmrrsYp5rBf7Y4rbh3ieAAA9XbTqP+Pf9m4SOkT40pO+nP/jyaOaPP/f33d03h51y1j/yW8OzXXtqNexQlyhbfReQypr9SNCqOrjGVMRShXrnz7m5t4ZCr4FdImPHnjdW6ce+6fKWsuuvuz/3hqz9WVvPf/s/Lz8np3+960ffOvBt+79y4t5im3//uV7823O/swdjX/TltvF9liPeZmbf/dsfp5xu5jifuPv4/mERye9krfFfcdt475iHo8d29//zt/m24ViW9xPbI/1uJ9Yby7ur7ht8XzDvDmv5/ViX0zx/OLfV6357eI2xfP6pw/9oXKrlrWlXApxf3Hb1sRt4t8bt4vnU11+1eJ5NX9uLT2Xssdc1bGKeZxvxf6Y4vHa8u8EAOgJon7TXNSdYgpRZ6yuW5aJ+6muX0adqViPulNLdbbqem/zOm71cwjxHFq6v+b305q23q4nWtVxin97dX06yi3Ku6U6dojyrb6/OBbV6y2dN83vLx4zHidUH7NQ/Xyb72vteVWLv2nL7XqSteL/KjkSUCPxa8lHDrgunfmtvZs0kS2ceERDX+hv/GC/Nt3u0usOz/POGrfX1Tnh/9aPVjTzLESLoCt+OiXdO61tzUwBAKCjotX1Db95eqV6blGPjjpp3Cau/lstBhxv3q3vXSMuzy2zoyV/iOWivhutt392waSVHqf5ff/2jiMaW5hEvTgUj/PVz96Z9hy7ea6vN7+/5vdTPHb8TfF8Qll9vzeIMogxiFr6jhHiO0j0aihEd7Ub7m9oodWS+A40dMsBjeXX/PZxvJt/ZynOm0J1ebd0zIrn23xf8/spHrvsOPcmwiNYDYouRt/84f7pkA+u3MUo3kC3f9tG6diTR7Xpdj+4/KDKls6JN9oYkPDL/960332ID7gY8Pu2xz5e2QIAAPWvpTCBnivCo5NPH93lV2emdcY8gtUg3ugipb7ke5ObjFkTy/Fm+NrCN/I4R229XVeJhPyP107NyXnxWDEVv4yc+tU1Y3BGAAAAVtDyCFaTaPL44+9Myq154ipeIYKi6Db2mbNGNzaLbevtukIMvv2LHz2SL01aNB2NQal323Oz3ApKug8AQE+j5VHvouXR6iE8AgAAAKCUbmsAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHQN276LyH0olH3FhZ61pxv3H/AABtNfGOGeldIy6vrNW3eJ7xfDujrf/erngsoD4JjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiOgx4ixiQ7c+crcn/5j7/1dmjJ5dmVPg1uun5bG7XV13h+3az6WUdw+/q7Y/4uLH6nsaRB99GMMpOrbxX2G2PbPx92at8UUyy09fvX9f/Wzd6b5c5dW9jY8/29/ZWKTf0c8Xtym+bbq+46/KfbFPB57VVp6rPaWWWvlUSZuH39XPOf4u0Lcd/FYMa9+rMKqbhPbi+dVPOfxlz+Rn2P1tpbuGwC6WlvqHq3VH+IzLbY3F59pxX1FPaH6Ppp/PlZ/BsbUvP4RHn+49dvEcmyLf0Psj8/vVX3mx+dv9Wd2/FuqVdcf2nqfQP0SHgE9wqOTZqdFC95I191zVLp32nFpv4OHp899/JbGik9UWM478550zgVj8/7LbhqXbrpmamPlavq0Bfn27z96u7w/7ueJR+ekZ56Yl/cX4nHOOOn2dNIXd083T/5oGrP/sPwY8bdbbDUgb4tpz302z9vifkM8/r9+/s70sX/aqfHxw6eOuinPC9f+6sk8v+2xj+f7Wbj833TEPuPTzOmL8nOKbf0H9k0/+e6kfLuomN35p+n5/or7/eDHdsj7VuWP105tLLO433eMWfk5t1ZmoaXyWJUvn/KXtGDe0nx/F/z3gXlb3Gfcd/FY373kPemu5f+uCJkKbblNOPf0CekbP9gv3+bUr+6Rzv/qffk5nnz66Lzt2z99d7rip1OaVM4BoDtcecmU9NPfHtri509b6g9t8Z2zGz4H4++Lz8e992v4PC4e44BDt8r74jYL5i9NXzyh6Q9NV/3P/zV+Tv72jiPSpPtnpWuueKKyN+Xbz3xhYWN9Iz73o45QFvbE9ou+9VDjZ3aUwc8uaKi7FOKzOeprsb+4z53fvnFlL9DTCI+AHqHfBn3Sl/99TBq0Ud+8furZe6QNBqzbWPG54mdT0lHH75jGHNBQmRo+YmA67Mht06SJL+X1a654Mg0ZtkE64XO75vW4n7POG5MWv7Ysr1f7wjnvTId8cES+TUzxGPG3xePHFPcT2+J+Qzz+h/9xZDrquB3zejx+3P+0p+c3+SVukyH98nMPcT9RqYrn8K0f7d943xEO3Xdnw99ECBMGbbhensf9xnNrq+rnHMtRZrf+vqEiuKoyKzQvj1WJcol/T9xfTGH8ZU/k+ykea9Tum+RKZBGmhbbcJpx42m6N91uUdzzv4u9iPmL7QenWG/y6CUD3Ov3cvRs/k+LzZ5fRmzR+/rSl/tAWEQaF4jM4Ph+Lz7x4jO123LBJ/ebYk0flH3+qffSTb2v8m+Lz/o6bn8/rEXbF7b/3i4Ma/y3xuf++D2+bw7GWxPbYX32fHz9pVF4uvLbwjeX1lxX1hrjP4v6Bnkd4BPQIUTFqbugWG6T5lXDl4Qdfzr/2FU2jY4r1ovL05JQ5aYedBuflQlSwopLXXPNw5sF7XsqtdpqLbUXQEo+/59ihebkQ9x8hxn13rQiP4jk31/w5VFe0jjx2xzR6ryG5dVI0J2/eJLw1nS2zQnvCqhCBWLWolEZA1rzVUrEe/6a23Kaw5dYrVzyLX2ALAwauW1kCgO4TQU6ZttQf2uLTZ4xOixYszV3DojVudauleIz43K7+LD/t+IZWR9WfnTvtVv48719eT4n6ShFOFaJe07xOUIiW2zvu0rRe1by+cPb5++QWT9FdLYYKKFqLAz2T8AjoNc781t6NTaOrpxCVroFVoUx7FS2AWrNg3uuVpa4TFbloxRPNyIcO75+7hEWI1FVaK7OuNr8N5dOW2wBAT9GW+sOqREB16XWH5+5qcX8fOeC63K29cNC4ES1+lhetgtoiutG3R/zgM7DSKrpMhEk33H90bkUcrZzihzBdyqHnEh4BPULzsYnCzBdfa2yls9uem6UHJ5T/ijd6zObpry38ylf2i1q1GJ/gqcfnVNZWiPuLMQZCPH6MoVQtfmGLbmtRqeusaOYd3d1i/KJoDt+WFkidLbOuEpXe6Hb42N9erWxpMPHOGXl7VG7bchsA6EnaUn8o01L9JD4r4welb/5w/zzeX4jHiPGLOmOv/Yal2bMWr9Qy6MEJM9PeJWMdRqvp2F+trG4SIVKEX9HN7YJzGp430PMIj4AeIX7hiqbaRcUmBleOvvTRrStE//4IVaqbRUclpqjIHHnsyBzkFFdYi9tEC54IJlYlHmPWjNeaPH7cT2w76AMNwVA8fozNU/wSGLeLAS6jGXhrTdpXpfrfEB77W0NlcssRA/K8NVFm1VdTieX2lFlXirGVvn/uA433HU3uL/ne5FyRLLTlNgDQU7Sl/lB8nrdWP4nBqatb7MSV02IMxRCPEZ/t8TdFd7a4bXuuahb1lAiDYtDs4j7iszguvFF2kY5xx2yf91d/ZjcfMDvqRMX9xb/rxecXpqFbrrr+AtQn4RHQIxx7yqjUf+C6uclz9OePq3BdfOUhjf3zo2VK/BL3h6ufSYfuflW+zX9+/f7G8X2i5U6xP/bF/ew5dvPc+mZV4jHisaLSU9x3jDEQ24qBH4vH//V/Pd54/+Hn4w/L846K5x9XF4v7LP5N8ThtGXAyKoLR1a0os/j1sz1l1pWi1VQMzln8W075yM15bKQYRLTQltsAQE/RlvpDzKMLeYwNFPv/4ZDr81hC1fWTCIviimqxP6YYxzG6sIXiMWJQ7ejOFvvjKmfxN+0Rg2VHsHP8YTfk+4j6QIxZVDbuYVywIn70qf7MjsHDq0Ov2296vvE5RV1k4KCGi5UAPdNaby1XWQagl4iWWTEYZzQTBwAA6AzhEUAPFM3Ei6upNHfhZQflK7x1R3gUoVRcka0lMTgnAADQ+wiPAHohLY8AAICuYswjAAAAAEppeQQAAABAKS2PAAAAACglPAIAAACglG5rQKk5c+bk+eDBg/Mcqjk/aE1xfgTnCGsq75Pt572jY5xr7afM2s/rs2N6y7mm5REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh6tAS4676E8AQAAALSX8KhOnHjEjeldIy5vMk28Y0Zlb0pTJs9uvM2BO1+5Uhh0y/XT0ri9rs77Yx7rAAAAAJ0lPKojF152ULp32nGN05gDhlX2pHTGSben0WM2z9svu2lcuumaqY0B0fRpC9K/fv7OdM4FY/P+mJ935j15OwAAAEBnCI/qxKOTZqctRwyorDVVtEA69ew98nz4iIHpxNN2S1deMiWvX3PFk+mgcSMaw6aYjz1wy7y9JdFq6WPv/V2aP3dpZQsAAABAy4RHdSRCoZbcd9eMNHSLDSprDbbcemAOnMKkiS+locP75+VCrMf25sZf/kRutfTz8YelQRv1rWwFAAAAaNlaby1XWWY1irGK+m3QJy1+bVmeR8uhs84bkwOeYnyjouVRiFZDh+5+Ve6mFmMhnXz66Cbd3KJLW7RMuvS6wxv/fu/9hqUvn/KXdPGVh6RRu2+St7Vmzpw5lSUAoLMGDx5cWeq51A0AoOv0pLqBlkd14ubJH023PfbxxjGNnnp8TvrO2RMreztv5vRFOTj65Od3bVNwBAAAABCER3WiugtZdF/70tf3SrfesOKKac27oD32t4Yua4Xo2lbt8Yeb7p9w2wvpqON3TP/zw0eMdQQAAAC0mW5rdSq6nX3/3AfSDfcfnQfMPvf0CXm5EGMX3fCbpxu7pUXLom/9aP/K3pS++tk787hH0dWtuttbbJ/5wsL8d7AqRfeE3tDVgq7n/KA11d2bnCOsqbxPtp/3jo5xrrWfMms/r8+O6S3nmpZHdSAuqV9cdj9MmTw7XfK9yemwI7fN6zGW0YCB6zaGQHH7Sy98OI07Zvu8fuSxI3PLouKqbDGPVkuxvbkYR2nmi6+lX1z8SGULAAAAQDnhUZ2IsCgGzY7pjJNuT/sdPLzJANlf+96+ueta7D/+sBtysHTUcTvmfdHN7ezz98mtk2J/zL/5w/1bvHpbdI8754Kx6cfnT8ohFQAAAEBrdFsDSmnOS2ucH7RG03bwPtkR3js6xrnWfsqs/bw+O6a3nGtaHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4tAa46LyH8gQAAADQXsKjOhRBz7tGXF5ZazBl8ux04hE35u0H7nzlSmHQLddPS+P2ujrvj3msAwAAAHSW8KjOREg0aeJLlbUVzjjp9jR6zObp3mnHpctuGpduumZqY0A0fdqC9K+fvzOdc8HYvD/m5515T94OAAAA0BnCozoyf+7SHBKdfu7elS0NJt4xI89PPXuPPB8+YmA68bTd0pWXTMnr11zxZDpo3Ig05oBheT3mYw/cMm9vSbRa+th7f5cfDwAAAKA1wqM68qPv/DUdduS2adTum1S2NLjvrhlp6BYbVNYabLn1wPTopNl5OVoqDR3ePy8XYr2lFkzjL38it1r6+fjD0qCN+la2AgAAALRsrbeWqyyzGkXrov/8+v3p13/+UF6PsYuiC1ooxjcqWh6FaDV06O5X5dvEWEgnnz66seVRiC5t0TLp0usOb/z7vfcblr58yl/SxVceslJA1ZI5c+ZUlgCAzho8eHBlqedSNwCArtOT6gZaHtWBCILOPX1C+tr39q1s6Xozpy/KwdEnP79rm4IjAAAAgKDlUR349lcmpv4D123Ssqh5y6PoghatiArRUum0429tbHkUg2lX/33138Ty+MueSEcdv2OeX3fPUbqs0SbFL8y94ddyup7zg9ZUt1BxjrCm8j7Zft47Osa51n7KrP28Pjumt5xrWh7VgWt/9WS64qdTcmBUTCHmEfxEd7OZL76WtxVeeG5B2mV0QwuiCI6iZVG1WI/thQiOIlyKgbS/eMKtla0AAAAArRMe1YFoPdR8KrZH4BNjGQ0YuG7j2EVxCf5LL3w4jTtm+7x+5LEj04TbXmi8KlvMb71hWt7e3FnnjclB1C8ufqSyBQAAAKCc8KiHiPGQohtatEY6/rAb8lXZjjpux7wvLt1/9vn75HGTYn/Mv/nD/fP25qK72jkXjE0/Pn9SmjK54WptAAAAAGWMeQSU0hec1jg/aI1xEcD7ZEd47+gY51r7KbP28/rsmN5yrml5BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeHRGuCi8x7KEwAAAEB7CY/qwPy5S9NXP3tnGrfX1eldIy5PB+58Zfr2VyZW9jaYMnl2OvGIGxv3Nw+Dbrl+WuPfxzzWAQAAADpLeFQHHvvb7DR0eP/0098emu6ddly67KZx6a8TX0q/uPiRyi1SOuOk29PoMZs37r/pmqmNAdH0aQvSv37+znTOBWPz/pifd+Y9eTsAAABAZwiP6sCYA4alU8/eIw0fMTCvx/wdYzZP8+ctzesT75iR53GbEPtPPG23dOUlU/L6NVc8mQ4aNyLfT4j52AO3zNtbEq2WPvbe3+UWTwAAAACtER7VoQiL7vzT9BwIhfvumpGGbrFBXi5sufXA9Oik2Xl50sSXcsularEe25sbf/kTudXSz8cflgZt1LeyFQAAAKBla721XGWZ1SzGKwr9NuiTTv3qHumo43bM68X4RkXLoxCthg7d/arcTS3GQjr59NGNLY9CdGmLlkmXXnd449/vvd+w9OVT/pIuvvKQNGr3TfK21syZM6eyBAB01uDBgytLPZe6AQB0nZ5UN9DyqI5EEBTTt3/67vTr/3q8S6+QNnP6ohwcffLzu7YpOAIAAAAIWh7VqWg59P1zH0g33H90DpGiC1q0IipE17bTjr+1seVRDKZd3TKp+m9iefxlT6Sjjt8xz6+75yhd1miT4hfm3vBrOV3P+UFrqluoOEdYU3mfbD/vHR3jXGs/ZdZ+Xp8d01vONS2PeoDobjbzxdcqaw1eeG5B2mV0QwuiCI6iZVG1WI/thQiOIlyKgbS/eMKtla0AAAAArRMe1YG4JP+UyQ2DX4dYvuR7k9NhR26b12MsowED123sxhaX4L/0wofTuGO2z+tHHjsyTbjthcarssX81hum5e3NnXXemBxExWMCAAAArIrwqE5844t35wGzYzrjpNvTfgcPb9IN7Wvf2zd3Q4v9xx92Qw6WigG149L9Z5+/Tzr39Al5f8y/+cP9Gy/9Xy26q51zwdj04/MnNQmsAAAAAFpizCOglL7gtMb5QWuMiwDeJzvCe0fHONfaT5m1n9dnx/SWc03LIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8IhSv/jTs5UlAAAAYE0lPKLUZbc+m2bOWVJZAwAAANZEwiNa9ccHZ1aWmortB3/l9jxNfmZuZSsAAADQ2wiPaNXND7UcHlVvP/+3j1eWAAAAgN5GeESrXpqzJN396CuVtQbR0qi6tVHcpqyFEgAAANCzCY8oNXbnTfO8eTD0y1sbBtJ++7YbpkP3GJqXf/T7p9LCxcvyMgAAANB7CI8o9b49G4KhCY+90jhwdnWroxMO3jZ94uBtUv/11kmLlixLV989PW8HAAAAeg/hEaX23WXTHAyFovVRMR+y0Xpp9+02SkMHr5+O2m+rvM3V2QAAAKD3ER7RqkP3HJbnMUB2BEPFQNnR6qhw9L7DG0OmX/6poUsbAAAA0DsIj2jV0fsNz/MYFPv0n0/Ky9HqqOjSFgb065M++8GReTnCJZfuBwAAgN5DeESroltaDIwdIkAK1a2OChEmbTe0f16++i5jHwEAAEBvITxild5X6boWonvavqMarsLWXBEqxQDbrrwGAAAAvYPwiFWKVkVF66MYHDu6qbWkeoDtu6e8kucAAABAzyY8ok3+8+R3pD/9+3vSCQdvU9nSsn132SzP735UeAQAAAC9gfCILhWX7w+6rgEAAEDvIDyiS1WPh6TrGgAAAPR8a721XGUZusQ5v3wktzwau/Om6dxP7FrZWl+eenFhWvS6llGrsmDBgjwfOHBgnkM15wetKc6P4BxJ6W3DB6X11/Wb3Zpmzpw5eT548OA8Z9WKMgvKre2ca+2nzNrP67Njesu5Jjyiy/3xwZnpu799PC9fe85+pQNsd9bMOUvSL299Ni8PHbx+nheK7nPVJj8zN085OFoiOAKgdv77S3unrTbboLLGmsKX0/bz5bRjnGvtp8zaz+uzY3rLuSY8WgNcdN5DeX7q2XvkeXeLsY4+fO5defmMj+yUr9bWleL+x0+Ynq6+a7oQCIAeQXi0ZvLltP18Oe0Y51r7KbP28/rsmN5yrgmP6kQEPDddMzXNnrU49dugTzrq+B2bhD1TJs9OF5xzX3p00uwW999y/bT0/XMfyH+/yZB+6QvnvDMd8sEReV9Hw6PnF89NW/VbuQVPW3RX17Xxd09Pv/jTs42hUf/11km7bzc4LVzyRl4PES49M3NRZW2FIRutl0Yvv220SoqpeWslVuZDldY4P2iNCmbvdO6fJ6Zthq+f9hy2edqh/6ZpvbW7p3Vxb+F9sv28d3SMc639lFn7eX12TG8514RHdSCCoSt+OiV95qzRafiIgXn9cx+/JZ361T3SUcftmG8zbq+r02FHbpsDoOnTFqRTPnJzY0AU6x854Lp04WUHpTEHDEsT75iRvnzKX9JlN43L99fR8OiiqXemU7fdv7LWPtVd1+IS/+0Vg21HF7OnZyzM6827mkVodNR+W6Wj9x3ebd3i8KFK65wftEYFs3ca983b0+uvpbTxsJS23PGt9O7Rm6Yh6w1MQ/oOSOut06dhLlBq5H2y/bx3dIxzrf2UWft5fXZMbznXhEd16ttfmZj6D1w3Bz4RBp17+oR0w/1HV/amNP7yJ9INv3k6XXrd4Tkcmjl9UfrWj1YEPV/97J1p6PD++e+bh0exftefpqefjz8sDdqob97Wkv94+rZ02JCd0q4Dl9cQ26m669o3jts17bvLiquwlYmA6OaHZubgqbXuaIfuMTR94uBttByqAR+qtMb5QWtUMHunY//jnvTS7Ncrayn1WV6NGLRJSgM3fiutu/5aad3l6wM3aVq1HD5gYNpks3Uqayts1W9w2mXg0LRhn67/PH9+ydzK0gqvv7kszVq6MD2/eE6a8uyC9Oorf09vLK3sLJH/XetVVmps92071vq7FgYtP2Ybrtuvsta1lixZkud911onjdhoM4FkG/lMbj9l1n4+2zumt5xrwqM69c/H3Zr23GfzdMLnds1hz6SJL+WgqBCB0mnH35runXZcOvGIG9PoMZs3aVlU/TfV4VGETpde+HD631s+2GpwFCI8im5rH9viHZUt7VN0XYuw58xjdqpsXSHComdmLszz6lZGhe2G9k/77rJZXo6gKKbNK3Nqw4cqrXF+0BoVzN7r7kdfSTc+MCPd+/jsypaOqW69FD9URTe4jpq3bEmavnhueuTVWemBp2enBa+uVdmzwmsL3koLXllr+b7KBkrFsVkd+vR9Kw3adMWxK8LIDQf2SdtsOqCylZYsW9bww2ufPoK2tlJm7VeUWVBubdfaudbR79qrg/CoDhXd1q6756gc8DRvORTmz12aDt39qsbw6OTTR+cua4UYA+nKS6Y0CY/23m9Y7s528ZWHpFG7b5K3tSbCo/DRjUalgWs3DZpmv7k4TXzthby8f/+tV9ofbn9kTrr4D8+lDdZbJ333kzumaS8vSc/OWpwefW5hnlqy6aB10wfeOSTtNXJQGrJh6+EWAPQkvSFEqw4FZ81bmu5/cn5auGRZmvJ8w+f6jLlL0pwFb+bltorWS1uOfCuNenvfNHQVP2y1ZMHiN9P/TV2cXnp2+XOatnJoVGbwwHXSJhuuW1lrava8N9r97wCA9urIEC+ri/CozhTB0dnn79PqgNftDY+iW9uE215In/z8rrk1U1v8ZOpdaeHf30ij1ts07dN/eGVrgz8seCrNeKOhorhD38Hp3QManmu1RUveTJ/8wSOVtZZt0HfttM3m/dKorQakvUdumLZdvgwAvVFvC4/aKkKmV+avuLBFiDrCn/82Oz3w9PzKlq610/AN0tprNQ2SNui7Tq5z7DZiYBqx2fqp//ord6WrBy2VV61MfWlxDgNXh2eXP/ZrS5sGdquzLABqQXhEh7Q0UHaI8Kez3dbGX/ZEvkJbzIsWTasy4dWpacKcZ3O/9pNH7FPZmtKTi15J1818uLLW4FPL97c0ZsGXfvbX9Lep8yprKb192w3T9sMGph22GOCKZz2Abkm0xvlBa3Rboy1mzlmSxzq88YEX0yvzVjEA0SrEFV5jjMV9R21aNxfT8D7Zfi29dzS/cAorW7iw4UfdAQN072srZdZ+RZkF5dZ2rZ1r8Z24pxAe1Ymy4Ch05YDZsX3mCwubBFFlYvyAn0+7Jy8fMXS3NLIyFsHPlm+bv3zf8PU3Wj5fvHx6PY9T8OHlt2kuxjKKD/x4UURgRM+i0ktrnB+0RnhEe0WdoaPqtfLtfbL9vHd0jHOt/ZRZ+3l9dkxvOdfWrsxZjVoLjkJ0RxswcN3GECguzR+DXo87Zvu8fuSxI3OXtAiZQsxvvWFa3t7cWeeNSTNffC394uLWu5OFaEkUAVF4dEHDfUdrpAiOwuGb75zGbrxtXn5q0Svp+cUrV/qiMnf0fsMFRwBAq6LO0NEJAOhewqM6EEHP4teWpfO/el9614jLm0yFr31v39wNLbYdf9gN6bAjt20MmoaPGJjHSIrWSbE/5t/84f55e3PRXe2cC8amH58/KYdWq7LroKF5HuFQXN72wXnT8/oeGw7P4VJcHWWzvg3B0IQ5U/McAAAA6D10W2OVfjD1jrT072/msY+i1VHftddJp4wYm9Zbu2E8gWhx9OsX/5qX41KDcXl/egfNeWmN84PWaNoO3ic7wntHxzjX2k+ZtZ/XZ8f0lnNNyyNWKVoXhaK72js33KoxOAoRFhXd27Q+AgAAgN5FeMQq7TqoITwKg/qs1zjOUbV9K9uiFVJcjQ0AAADoHYRHrNKQvgPSgZvukMYO3mb5fOUBvUOT1kevan0EAAAAvYXwiDbZc8Otcouj4nL9Ldlzo63y/OWlC9Prf1+WlwEAAICeTXhEl6kOlp5c9HJlCQAAAOjJhEd0qaLrWox9BAAAAPR8wiO61MgBDa2PhEcAAADQOwiP6FJb9Ruc53FZ/1lLF+ZlAAAAoOcSHtGl4spscTn/8PziOXkOAAAA9FzCI7pc0froyYWv5DkAAADQcwmP6HJb9WsYNHv6EuMeAQAAQE+31lvLVZahS7z+92Xpoql35uUjhu7W5BL+9SKeozGZVm3BggV5PnDgwDyHas4PWlOcH8E5ktLQ9Qalddfym92aZs6chi78gwc3tMpm1YoyC8qt7Zxr7afM2s/rs2N6y7kmPKJb/OL5+9PLSxemPTYcnt676cjK1q41b9mS9OiCmZW1Bhv2WT8NWnf9ylpKg5avx7a47fTFc9Os1xek55bP47kBQK3809Zj0sbrblBZY03hy2n7+XLaMc619lNm7ef12TG95VwTHtEtJrw6NU2Y82wOb04esU9la+dFi6GnFr2SHpj7vAAIgB5DeLRm8uW0/Xw57RjnWvsps/bz+uyY3nKuCY/oFtEl7JfP35+XPzVin9z6pz0iJHo+WgpVAqJoMVRsqxZXdhvUp19lLR53QVr69zcraysbvv5Gaet+G+VBvYuxmSjnQ5XWOD9ojQomeJ/sCO8dHeNcaz9l1n5enx3TW8414RHd5gdT78hBzmFDdkq7DhxW2dq6CIsenPv8St3Rmttl4NB8n6sKgOL+Xn9zWV4WFrWfD1Va4/ygNSqY4H2yI7x3dIxzrf2UWft5fXZMbznXjNxIt9m6csn+6GbWmgh4IiyKcZKitVJ1cBQthWKKsGjs4G1yEHXqtvunw4fs3KYwaEjfAfl2giMAAADoGC2P6DaPLJiRbpr1eFpv7T458AkRFL38+sLcDS2Wm3dDC5v1HZD23Gh4Gtl/s/y3rD5+kaE1zg9a49dJ8D7ZEd47Osa51n7KrP28Pjumt5xrwiO6TVzh7OfT7snLEQi1NsB137XXyWFRW7qiUTs+VGmN84PWqGCC98mO8N7RMc619lNm7ef12TG95VzTbY1uE4NkR2gUqoOjCIqiK1p0Qzti6G55QO1/3vaANndFAwAAAGpHeES3Gtl/0xaDoo9v+Y40duNt8/72XokNAAAAqB3hEd0qAiJBEQAAAPRcwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwaA1w0XkP5QkAAACgvYRHdWT+3KXpY+/9XTrxiBsrW1aYMnl23v6uEZenA3e+cqUw6Jbrp6Vxe12d98c81gEAAAA6S3hUJyIcOmKf8ZW1lZ1x0u1p9JjN073TjkuX3TQu3XTN1MaAaPq0BelfP39nOueCsXl/zM878568HQAAAKAzhEd14iffnZQuvvKQtN/BwytbVph4x4w8P/XsPfJ8+IiB6cTTdktXXjIlr19zxZPpoHEj0pgDhuX1mI89cMu8vSXRailaOEVLJwAAAIDWCI/qxA8uPyiN2n2TylpT9901Iw3dYoPKWoMttx6YHp00Oy9PmvhSGjq8f14uxHpsb2785U/kVks/H39YGrRR38pWAAAAgJat9dZylWXqQLQKitDn0usOr2xp2BaKlkchWg0duvtVuZtajIV08umjG1sehejSFi2T4n6Kv997v2Hpy6f8JbdwKguqqs2ZM6eyBAB01uDBgytLPZe6AQB0nZ5UN9DyaA0xc/qiHBx98vO7tik4AgAAAAhaHtWZspZHzbfFOEinHX9rY8ujGEy7umVS9d/E8vjLnkhHHb9jnl93z1G6rNEmxS/MveHXcrqe84PWVLdQcY6wpvI+2X7eOzrGudZ+yqz9vD47preca1oe9QDR3Wzmi69V1hq88NyCtMvohhZEERxFy6JqsR7bCxEcRbgUA2l/8YRbK1sBAAAAWic86gFiLKMBA9dtHLsoLsF/6YUPp3HHbJ/Xjzx2ZJpw2wuNV2WL+a03TMvbmzvrvDE5iPrFxY9UtgAAAACUEx71EF/73r65G9q7Rlyejj/shnTYkdumo47bMe+LS/efff4+6dzTJ+T9Mf/mD/fP25uL7mrnXDA2/fj8SWnK5IartQEAAACUMeYRUEpfcFrj/KA1xkUA75Md4b2jY5xr7afM2s/rs2N6y7mm5REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJRa663lKssAAAAA0ISWRwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBqrbeWqywDNJo/d2n61FE3pQED102XXnd4ZSukdMv109Il35ucpj09P68fNG5EOuu8MWnQRn3zOmu2KZNnp598d1J6+MGX0+LXlqVNhvRLJ562WzrquB0rt4Ceq7XPxnhv/P65D6TZsxbn8/4L57wzHfLBEZW9KV103kNp/GVP5NfFLqM3Saefu3catfsmeV/c73fOnphuvWFaXu8t76ur+ryI94sLzrkvPTppduq3QZ901PE7plPP3iPvC50p054q/s1XXjIll0kYsf2g9LXv7dvmc6WzZdobnHjEjXle/RrtzOtvVWXaU0U5FedZ4cLLDkpjDhiWlzv7+uuNr89Q1HPuu3NGXj/2lFGN50Ovf31GeARQ7dFJr7z1np3+962PHnjdW//0oT9UtsJbb82b8/pbZ3/mjrfu/cuLjetxnsQ2CP/zw4ffuvqy/8vnRohzJd5P4n0FerLWPhuff3b+W2O2vqzxvbE472N7iNfE+9/528b1H3zrwXw/hXgPPfXYP+XXTUyx/O9fvreyt2dqy+dFlEmURYiyifWbf/ds43pnyrSniuNelEGI99T4dxdWda50pkx7gyiveH1Wv0Y7+/prrUx7siij4lxoblXnyqrKtLe+PovPgTjPWtLbX5+6rQEriTT94isPSfsdPLyyBRrELyff+tH+jb9KxfpJX9w9zXxhYV6HEz63a25lVPzKFufKkGEbpAXzluZ16Kla+2y85oon8y/MxXtjzMceuGXeHm74zdO5Bd7wEQPzevzSvHDBG2niHQ2/XMev1Gd+a+/8uokplq/9VcPf9lSr+rwo/u3Fr+5RNlFG0eomdLZMe6ov//uYJi0Njjx2x9xyo9DaudLZMu3polXHVf/zf+njJ42qbGnQmdffqsq0J4vWL1uOGFBZa6qzr7/e+vqMz4FoLRR1nZb09ten8AhYyQ8uP6hXNCulNl58bkHqP7AhKIDmfnHxI3m+89u9p9CztfbZOGniS2no8P6VtQaxHttD/pK2dcOXqMLQLTZI9901o/ELRfElKxTLPf2LVnPVnxfxb48yqBZlVHSj6UyZ9hZFF5j4QhlWda50tkx7um988e50zgVj06ANm9ZJOvP6W1WZ9nTV/+5qnX399dbXZ3RVK16Pza0Jr0/hEQAdFhXb+JXv2JOb/srHmi0qSe8acXme4vyI8TriFzjozfber+HX4sJOuzUNmopfkwsjR21cWUp5PJDmYqyb3qSlz4vRYzavLDVoHjJ3pkx7shgrJt4/D939qtxSK8ZMKazqXOlsmfZUUWbvWP5vb35OFDrz+ltVmfZkB+58ZT7XYv7Vz96ZX6eFzr7+etvrM1q2hReeW5jG7XV1LreYxzhFhd7++hQeAdAhUcGIgWP3P3h4aWWNNVOcD/dOOy5P0ST7cx+/pfEXOWDN4/OifaJbS7x/3jz5o/nL5hH7jG/ypZ6m4kv9TddMTZ896x2VLbRFnF+3PfbxfK5ddtO49NTjc3JLN1pWdL+//cbn0g33H53LLQa0Pu/Me9aY16fwCIB2K74I7LDT4Dw+A5SJ8Y/e9+Ft0++ufKqyBXqn5t0xHn+4abeW5gHqk1NerSw1dPForrhCWU/X2udF8+4Yj/2taTl0pkx7g2ixGUFSjBv3p98/m7et6lzpbJn2RI3d1Vpp4dqZ19+qyrSnqi6v6F71pa/v1XiVsNDZ119ve30OrHSHjLHcCjE+Wbw+i3Oit78+hUcAtEv1F4HqD1CANVW0Dpk5fVFlrUGsF10UoivDC88tyMuFmS++lrsoFC1xpk9bsb9Y7umtdFr7vIh/e5RBtSijottHZ8q0t1rVudLZMu2JIqCIL+enHX9rY3fpWI4v8bEc+zvz+ltVmfYm8+ctzZeHD519/fXG12eMeReX168+V0IMBB7WhNen8AiANhMcsSox7kR1xSnGAvjjtVPThz6+Q2UL9D5HHjsyTbjthcZf2mMev+DH9hBXf7r0wocbXxvxOgnFl40P/+PIdP5X78vvsTHFctmgrD3Fqj4v4t8+YOC6jWURZRNlNO6Y7fN6Z8u0J4ruV+MvfyKXXYh5XHRg1ozX0sEf2CZva+1c6WyZ9kTxby66SRfThZcdlL+Qx3Ls78zrb1Vl2lPFv6N6rJ449y753uR02JHb5vXOvv564+szxJXWvvbPd+XzJMTr87WFb3TJudQTXp9rxfX6K8sATcSbWzSvvPS6wytbWNPFB1n8oteSqKz19EoBnRcDbk66f1aaPWtxXo+BIuPy3NWXnoaerOyzMb6Iff/cB/K5H7/ex1gY1ed9/N34y57Il12PL7ann7t349Xb4ktGjDUSXxRCfNmIQZJ78kDzbfm8iC+sF5xzX24lEr/oxxez4jLWoTNl2hPFl8n4svnwgy83Xp5/7/2HpU+fMbrN50pny7Q3iHPvZxdMavIa7czrb1Vl2hPFuXb6/7utsUtVnAsRHHXl66+3vT4L3/7KxPyjWHecS/X++hQeAQAAAFBKtzUAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAJ6hIvOeyideMSNlTW6w7tGXJ4m3jGjsgYAdLWoy0Sdpp6pDwAtER4BtENUpsZf/kRlrfdaU/6dANDT+IwGVgfhEUA7PP7w7PTr/3q8stZ7rSn/TgCoZxEUNW+p1PwzuqXbAHQ14RFAO5zwuV3Tr//8ocpa77Wm/DsBoJ7dd9fK3ceaf0a3dBuAriY8AnqU+GXtwJ2vzP3xx+11dbrl+mmVPQ1i/WPv/V3eH7f76mfvTPPnLq3sLR87qbp//5TJsxvvI6ZYLh6n+d/HcjQdj8cpnldsi/soNL+/2B/Tt78ysXKLlsXzKR47/q3xtzGP+2u+rXk5rKqc4jlX/33xby80/3dOn7Yg/fNxt+bbt3Sfcfv498S8+n6bP26Z4t9a3H/zMqx+vvHvKsqwaLYfxziOQdnfA0A9au3zLz7XrvjplDwV+0P1Z3RbblMt9ld/5q+qPhCq6xzxGRz3Dax5hEdAj/HME/PSzOmL0nX3HJXunXZcOuzIbdN5Z95T2dtQAfvXz9+ZPvZPO+X9l900Lm//1FE35XlbnXHS7Wm/g4fn+4jppC/unnZ++8aVvSu76FsPpR13GZxue+zj6ebJH039B/ZNP/nupMrelD738VvS+4/ervH+Yv/IURunL//7mMotyk17en66/tdPpf+95YP5b0fvNSTf3yXfm5x++ttD87bm5RCVurv+ND3/+2P/OReMzeVSVAijEhjPObbH/rifn12w4vmWec9hW+V/X0uPGf547dR8fIrn2tJtWhPlHH/XvAyjEn3+V+9L373kPXl/HP+ZL76WPn7SqHTUcTvm23zxhFvzvHh+o8dsnsupOjgEgHpU9vn3rR/tn3YZvUk69pRReX9MzbXlNmXaUh+IukN8lhe3ibrFTddMFSDBGkh4BPQoUUkatFHfvHzq2Xukxa8tawxFrvjZlPThfxzZGCgMHzEwnXXemBzAtPRLWpnXFr6RBm3Y8BjhkA+OyPdVZrc9N8tNyEM8t2NPHpXuu7Ph8aLFTjzHnXbbJK+HkaMGpyenvFpZW7Uzv7V347/5Qx/fId/fl76+V+NzOuGzuzYph/GXPdFk/5gDhuWKZdGs/cpLpqT3fXjbvD3E7SKIaU3cJsq1edk319rxaU08lyjnUJThogUNwU+M7RBG7d5QhrF/6BYbNG6PcOnRSbNbfOzH/qb1EQD1q7XPv+7WlvpA1K2OOn7HJreJH4cmTXwprwNrDuER0GNst+OGlaWWPfzgy2nPsUMraw2iIjZi+0HtGg/g7PP3SVf9z//lZuS/uPiRVbZeiTCoTFSy+m3QpzHoCE9OmZN/WWyruI/mikpcKAKTEEFKhCanHb+ii1lMEa4UFb1owRUtpaoVFdcyEYJF0/iiaX00X29uVcenNREwRbe4oln8uadPqOxJjcFb0Yw/jke0PCoCvvsrx7b63xtTMA4EAPWstc+/7taW+kDUraq7xMUU61GvANYswiOgV1kw7/XKUsdFxemG+4/OzcjvuPn5dMQ+4xuDi464+MpD0o/Pn9RY6Qr/9sP987y7/PaOIxqbrxfTpdcdnvdFuDRww/XycltEWHP8YTekocP7p5+PPyzfV5RPV4mKc4RdH/zYDvl+4/6jeXwhWhx95szR6Z8+dGMuvzge+x88vLG1V9hkSL8m/9ZiihZIAFCPVvX5193aWh+IFtDNP19jAtYswiOg14juY088Oqey1iCCj+i2dtC48pY1Zd2qIkSKwCWadF9wzn2Vre136w3T0t77D2usbP3g8oOatBbqShG0REunottcS6IL24MTZlbWGpSVQYiuX1HBjCCmeN6t3b69onVQPKfqXzubtxiKEC8CpCi/GFuqeryovfYblmbPWpxbRwFAT9GWz7+hWw6oLJVry21C88/uttQHom714ARd1ADhEdCLxDgB1/7qySZX4PrO2RNzt7VivJwttx6Qm2kXlaMIHJoPDhl/XwQRcR8vPr+wzRWzlkR3sS226vjft1eMTRADYBZXOot/QywX/6Zxx2yfB7durQyqDax0D2vr7dsrup9FN7Ti+cXjxGCc1aJ5/BZbtzzuVBzbqACf/v9ua2whFvdVnAcAUI/a8vkXrX5jW3yWx9SSlm7TlvpOW+oDUbeKH8Gqu/HH7Yu/AdYcwiOg14hxgL75w/3Tr//r8cbuTSG6WhVi0OdoSfTlU/6SbxOBw8mnj86tdQq33/R8+sgB1zXex8BBffPA2x0Vg09GqBX3V0xx+dyySmBnRQuhCJC+f+4D+bEO3f2qPChmIcog9se4CrH/lI/cnE4/d+8mZVCt6DZWXWZx++gq1hWi+1lcRa4o8xicM66sVi0GQo8rxsX+Yvr2VyZW9qb0vV8clHbYaXC+wlrsi252cRwBoF615fMvLooRF4mIz/KiXtNcS7dpS32nLfWBom71h6ufyfcft/vPr9+f5s/rnjoMUL/Wemu5yjIAXSxa/MRl9ePqZ9Wi4hVhR1whjNZFSLRgeSU1rjRXiEprXDr41K/ukSu/AABA9xEeAXSjaGE0eszmKw3cfNF5D+XubGVXKzn2lFG9arDnKIeW/q3R3awYyLtM/Mp54WUHNbnCXCgrWwAAoGsJjwC6UVze/qnH5+Suc8Vg09EaKVrNnH3+PitdEpeVxeWLo1l/0Uoruvtdc8UT6X9++Ei67KZxafiIlsdCAgAAuobwCKAbRdARg3ZPuO2FfMWyEK1tYhwkwVHbxCDYP/nupMYryMVYDHH1l0+fMbpxIHQAAKD7CI8AAAAAKOVqawAAAACUEh4BAAAAUEq3NehGc+bMqSylNHjw4MoS3akoc+VdG8q7tpR3bSlv2ss5U18cj/rieNSP4lgEx4O20vIIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmP1gAXnfdQngAAAADaS3hUJ0484sb0rhGXN5km3jGjsjelKZNnN97mwJ2vXCkMuuX6aWncXlfn/TGPdQAAAIDOEh7VkQsvOyjdO+24xmnMAcMqe1I646Tb0+gxm+ftl900Lt10zdTGgGj6tAXpXz9/ZzrngrF5f8zPO/OevB0AAACgM4RHdeLRSbPTliMGVNaaKlognXr2Hnk+fMTAdOJpu6UrL5mS16+54sl00LgRjWFTzMceuGXe3pJotfSx9/4uzZ+7tLIFAAAAoGXCozoSoVBL7rtrRhq6xQaVtQZbbj0wB05h0sSX0tDh/fNyIdZje3PjL38it1r6+fjD0qCN+la2AgAAALRsrbeWqyyzGsVYRf026JMWv7Ysz6Pl0FnnjckBTzG+UdHyKESroUN3vyp3U4uxkE4+fXSTbm7RpS1aJl163eGNf7/3fsPSl0/5S7r4ykPSqN03ydtaM2fOnMoSANBZgwcPriz1XOoGANB1elLdQMujOnHz5I+m2x77eOOYRk89Pid95+yJlb2dN3P6ohwcffLzu7YpOAIAAAAIwqM6Ud2FLLqvfenre6Vbb1hxxbTmXdAe+1tDl7VCdG2r9vjDTfdPuO2FdNTxO6b/+eEjxjoCAAAA2ky3tToV3c6+f+4D6Yb7j84DZp97+oS8XIixi274zdON3dKiZdG3frR/ZW9KX/3snXnco+jqVt3tLbbPfGFh/ju6X3Xz/t7QXaEnKMpcedeG8q4t5V1bypv2cs7UF8ejvjge9aM4FsHxoK20PKoDcUn94rL7Ycrk2emS701Ohx25bV6PsYwGDFy3MQSK21964cNp3DHb5/Ujjx2ZWxYVV2WLebRaiu3NxThKM198Lf3i4kcqWwAAAADKCY/qRIRFMWh2TGecdHva7+DhTQbI/tr39s1d12L/8YfdkIOlo47bMe+Lbm5nn79Pbp0U+2P+zR/u3+LV26J73DkXjE0/Pn9SDqkAAAAAWqPbGnQjTUJrT5Po2lLetaW8a0t5017OmfrieNQXx6N+FMciOB60lZZHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh6tAS4676E8AQAAALSX8KgORdDzrhGXV9YaTJk8O514xI15+4E7X7lSGHTL9dPSuL2uzvtjHusAAAAAnSU8qjMREk2a+FJlbYUzTro9jR6zebp32nHpspvGpZuumdoYEE2ftiD96+fvTOdcMDbvj/l5Z96TtwMAAAB0hvCojsyfuzSHRKefu3dlS4OJd8zI81PP3iPPh48YmE48bbd05SVT8vo1VzyZDho3Io05YFhej/nYA7fM21sSrZY+9t7f5ccDAAAAaI3wqI786Dt/TYcduW0atfsmlS0N7rtrRhq6xQaVtQZbbj0wPTppdl6OlkpDh/fPy4VYb6kF0/jLn8itln4+/rA0aKO+la0AAAAALVvrreUqy6xG0broP79+f/r1nz+U12PsouiCForxjYqWRyFaDR26+1X5NjEW0smnj25seRSiS1u0TLr0usMb/37v/YalL5/yl3TxlYesFFC1ZM6cOZUlAKCzBg8eXFnqudQNAKDr9KS6gZZHdSCCoHNPn5C+9r19K1u63szpi3Jw9MnP79qm4AgAAAAgCI/qQFl3tWrNu6A99reGLmuF6NpW7fGHm+6fcNsL6ajjd0z/88NHjHUEAAAAtJlua3Wg+WX5qx17yqjc3SxaJt1w/9GVrQ1jF93wm6cbu6VFy6Jv/Wj/yt6UvvrZO/O4R9HVrbrbW2yf+cLC/Hd0v+rm/b2hu0JPUJS58q4N5V1byru2lDft5ZypL45HfXE86kdxLILjQVtpeVQHYtyi5lOxPQKfGMtowMB1G0OguAT/pRc+nMYds31eP/LYkbllUXFVtpjfesO0vL25s84bk2a++Fr6xcWPVLYAAAAAlBMe9RAxHlJ0XYtWSscfdkPu5nbUcTvmfXHp/rPP3ye3Tor9Mf/mD/fP25uLK6ydc8HY9OPzJ6Upk5t2bQMAAABoTrc16EaahNaeJtG1pbxrS3nXlvKmvZwz9cXxqC+OR/0ojkVwPGgrLY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAAAAACglPFoDXHTeQ3kCAAAAaC/hUR2YP3dp+upn70zj9ro6vWvE5enAna9M3/7KxMreBlMmz04nHnFj4/7mYdAt109r/PuYxzoAAABAZwmP6sBjf5udhg7vn37620PTvdOOS5fdNC79deJL6RcXP1K5RUpnnHR7Gj1m88b9N10ztTEgmj5tQfrXz9+ZzrlgbN4f8/POvCdvBwAAAOgM4VEdGHPAsHTq2Xuk4SMG5vWYv2PM5mn+vKV5feIdM/I8bhNi/4mn7ZauvGRKXr/miifTQeNG5PsJMR974JZ5e0ui1dLH3vu73OIJAAAAoDXCozoUYdGdf5qeA6Fw310z0tAtNsjLhS23HpgenTQ7L0+a+FJuuVQt1mN7c+MvfyK3Wvr5+MPSoI36VrYCAAAAtGytt5arLLOaxXhFod8GfdKpX90jHXXcjnm9GN+oaHkUotXQobtflbupxVhIJ58+urHlUYgubdEy6dLrDm/8+733G5a+fMpf0sVXHpJG7b5J3taaOXPmVJYAgM4aPHhwZannUjcAgK7Tk+oGWh7VkQiCYvr2T9+dfv1fj3fpFdJmTl+Ug6NPfn7XNgVHAAAAAEHLozoVLYe+f+4D6Yb7j84hUnRBi1ZEhejadtrxtza2PIrBtKtbJlX/TSyPv+yJdNTxO+b5dfccpctajVT/QtsbfnHuCYoyV961obxrS3nXlvKmvZwz9cXxqC+OR/0ojkVwPGgrLY96gOhuNvPF1yprDV54bkHaZXRDC6IIjqJlUbVYj+2FCI4iXIqBtL94wq2VrQAAAACtEx7Vgbgk/5TJDYNfh1i+5HuT02FHbpvXYyyjAQPXbezGFpfgv/TCh9O4Y7bP60ceOzJNuO2FxquyxfzWG6bl7c2ddd6YHETFYwIAAACsivCoTnzji3fnAbNjOuOk29N+Bw9v0g3ta9/bN3dDi/3HH3ZDDpaKAbXj0v1nn79POvf0CXl/zL/5w/0bL/1fLbqrnXPB2PTj8yc1CawAAAAAWmLMI+hG+hPXnv70taW8a0t515bypr2cM/XF8agvjkf9KI5FcDxoKy2PAAAAACglPAIAAACglPAIAAAAgFLCIwAAAABKCY8AAAAAKCU8AgAAAKCU8AgAAACAUsIjAAAAAEoJjwAAAAAoJTwCAAAAoJTwCAAAAIBSwiMAAAAASgmPAADoEk+9uDBNnjo3LVy8rLIFAOgN1nprucoy0MXmzJlTWUpp8ODBlSW6U1Hmyrs2lHdtKe/aUt4re/jZeenvzaqOk5+Zm6cIjhYtaQiN+q/fJx293/B01NjhaUC/PnnbmsA5U18cj/rieNSP4lgEx4O2Eh5BN/LGXHsqJrWlvGtLedeW8l7ZuHPuSK+/8ffK2qpFiPS+PYemfXfZtLKl/SKY6grbDx3QqefRFs6Z+uJ41BfHo34UxyI4HrSV8Ai6kTfm2lMxqS3lXVvKu7aU98paCo+2G9o/7bDFwLT7dhvlKfzxwZlp/F3Pp0Wvv5nX68VR+w5Pn/3ADpW1ruecqS+OR31xPOpHcSyC40FbCY+gG3ljrj0Vk9pS3rWlvGtLeXdOjHt09d3TOx0i9V9vnbT9FgMqax0Tz+WZmYvy8r6jNk1nfGSnbulO55ypL45HfXE86kdxLILjQVsJj6AbeWOuPRWT2lLetaW8a0t59y7n/+bxdPNDM/Py9sMGpAs+NbrLAyTnTH1xPOqL41E/imMRHA/aytXWAADo9c48Zqfc4ig8PWNhOvb8e/Mg3wDAqgmPAABYI8Tg3dHiKLrCxZXhvnb5I5U9AEBrhEcAAKwxYlDvC05+R15+ac6SPLg3ANA64REAAGuUHbYYkA7dY2he/uWtz+Y5AFBOeAQAwBrnEwdvk+daHwHAqgmPAABY4wwdvH63tT5auHhZZQkAegfhEQAAa6QYQDt0deujGIg7rub2o98/lWYuv28A6OmERwAArJFi8Oy3b7thXr75oa4Jj6Y8vyhNfmZuDqTG3z09HXf+ven0n0/qsvsHgNVBeAQAwBrrhIO3zfMIfGLqrP++9YU8H7LRenkKcb/n/+bxdMQ37srrANDTCI8AAFhjVbc+6uzYR7c/Mic9O2txXj7rmJ3Tr87aJ33juF3T2J03zdsWLVnWJQEVANSa8AgAgDVadeuj6GJWPX3tskfaNG5RDJJdtDqKgbgjlAr77rJpOvcTu6bthvbP63c9+kqeA0BPIjwCAOhG85YZMLneVbc+KrqvFdPdU15Jp/zggVUOqH313dPTa6+/mTbou3b6xMHbVLausPt2g/N8wmPCIwB6HuERAEA3+vULf03TFs+prFGvPvuBken4g7ZZaeq/3jq5u9l3f/t4boXU0mX4o2XSZZUub+9/52Zp6OD183K16iu7uQIbAD2N8AgAoJs8ueiVNH/ZkvTG39+sbKFe7bDFgHTCwdusNF1x1j6NYxZFK6S4BH9cRW3y1LmNQdIv/9QQHG06aN30gXdulpebi/svBtC+W9c1AHoY4REAQDd5aN7zed5vnXXznJ5nQL8+ecyiGPi6aIX0o98/lU7/2aT04XPvymFScRn+j+03LPVff5283JLRla5rLtsPQE8jPAIA6AbPL56bp7Bx3w3ynJ4rBr7+6Wl75VZIRQuiEN3QQgyI/Z5dG8KhMvuOamjB9PSMhS12fwOAeiU8AgDoBo8smJHng/qsl/qtreVRbxBjGUUrpLgE/7Xn7Jcu+NTo9JlxO+Srq33ugyMrtyoXAVS0XgrRBQ4AegrhEQBAF4srrD26oKFr0tiNGy4DT+8S3dniKm1H7zc8nXnMTo2X5l+V4qprxj0CoCcRHgEAdLEH5zaMdRStjnYdOCwvQ4jWR8El+wHoSYRHAABd6PW/L2tsdSQ4orli3KOg9REAPYXwCACgC8VYRxEg9V17nbTnRlvlgGDJG3+v7GVNF93d3r7thnm5+bhHMYj25KlzV5qeenFh5RYAsHqs9dZylWWgi82ZM6eylNLgwa1fgYWuUZS58q4N5d2yWUsX5qtsRYDQlZYsabiq0/rrr7/8/le8v/RE0SJnl4FDK2tdI8p7wqtTc/mH9dbuk4asNzAvd0R1ebfHI/NnpPnLluR/3+FDdk5HfOOudNZHd8pX6aJ3a+t74tV3TU8/vuGptPng9dMVZ74rh0bjJ0zP2xctafl94yenvjPtsMWAyhpt4TOqvjge9aM4FsHxoK2ER9CNvDHXnopJbfXm8n5+ScMl1ttq/htL0nOL5+TQKIIDVm2zvgPSezcdmbbq17aBhlsT5X7jrMfqquw/NWKfdO/kuem7v308X6FLeNT7tfU9ceacJem48+/Ny584eJv0xwdnNl7yv0z/9fvkoClaLtE26gT1xfGoH8WxCI4HbSU8gm7kjbn2VEyaihYYL7++MF/5qatUt3hZtqzhF/I+fbr3y0wEAz1NDJQ8qE+/ylrXaK28N1x3/bRhn/a1kFldqq9EFiI8iiuS5ZZCfdvXsqJobfTgvOmVLSkNX7/zYVTozPk9ZL2GYOzY8+/NoYBWI2uG9nwG/eN37kmz5r5eWWtw/EHbpKP3Hd4kIIoua6f/7K9p0etv5iu6XfCp0ZU9rIo6QX1xPOqH7yh0hPAIupE35trrKRWT+PIcoU6EO7NeX9Dm7k1t7YYTAc+s5fff1d2maN0O/TfNQchW/Qa3OwRpi95U8Y5A8O5Xp6bpq2jhNajP+jkYq9awrSGYK7qIhWjJdPjmO3dZ2Xe2vCc/Mzed/vNJefm6r+2XW47Qu7XnnLn4+qfSNRMaQs9D9xiaWyANHdxyABwtk6IFW4iA6YTlt2XVetN7Zm/geNSP4lgEx4O2Eh5BN/LG3P2KljURwMRyd7eE6YktYGLQ3iF9Oz7uS0vWX6ehhcjixYvzer9+XdvCpiXr5cfs2n/Hqgyqs9Y8vbHi/eSiV9JtrzyR5i9r2gKjvcYO3ia3XupKnS3vCI4iQIrBkf/z5HdUttKbteeciRZFP/r9k+mEg7fNLYpWpTps+sZxuzZe8p9yvfE9sydzPOpHcSyC40FbCY+gG3lj7rxooRNdUloax6QnBjnNRfea9nQ3ioBsyZurbk0UXWZiihYw3Rl+qAjWVm8v7zi/X292fs9auqCFbSteBxFkRmhUby29qse08UV/zdHdr9GTL7w/PTNzUW7F9tN/fmdpSyUa+IyqL45H/SiORXA8aCvh0RrgovMeyvNTz94jz6kdb8wdF8HQhDlT2xQQFS1rtu63Uc1awjS0SOn4YzS0oun545+oCNaW8q6tzpT3+b95PN380Mw0ZKP10q/O2qeytXeq7oZbjIkW728RXkdXzvaK7rZxX12tI2NqtVd3v0bjqmzHfueePP5RXKnts+N2EEy2wntmfXE86kdxLILjQVsJj+pEBDw3XTM1zZ61OPXboE866vgdm4Q9UybPThecc196dNLsFvffcv209P1zH8h/v8mQfukL57wzHfLBEXlfR8Oj/3j6tspSuRh3Ii5D3BVXyumN1uQ35hgMt6ODNMeXj+rQKAYejst6N7fZegNz65rqljUqJrWlvMtFcBCtT7pSRy8dvypPv7gwLSy5PHh3+cRB27Spq87q1NHzO77gf/jcu/LyGR/ZKb1vz6F5uTf4/jN/Scve+ntlrW0iQCobq616zLdatCbdc8Ph6cBNR1bWul4t3hOjK+Q5v3w4B0hh31Gb5vPMVdhW5jOqvjge9aM4FsHxoK2ER3UggqErfjolfeas0Wn4iIF5/XMfvyWd+tU90lHH7ZhvM26vq9NhR26bA6Dp0xakUz5yc2NAFOsfOeC6dOFlB6UxBwxLE++Ykb58yl/SZTeNy/fXneFRIcKjqIz1hpYUXWlNfGOO0CgGwe2Ky2VHl65dBw1tMTgqo2JSW8q7qbunvNIwPfpKWlTjMKYnigGCI0SqVx09v3/xp2fTZbc+m/qvt0664qx9etWX+tbCo+puuDGW1cvd0HqoK8TA6h8etlu3dOmt1XtiBNPn/+ax9Lep8/J6dGM78yM7aYXUjM+o+uJ41I/iWATHg7YSHtWpb39lYuo/cN0c+EQYdO7pE9IN9x9d2ZvS+MufSDf85ul06XWH53Bo5vRF6Vs/2r+yN6WvfvbONHR4//z3zcOjWL/rT9PTz8cflgZt1Ddva8mqfgFc8vdl6cG5zze5Us4uA4c2XgGHFa0EQle3FKg3r7/5RnpkwcwmV/fq6OWyYwyTPTfcqkMt2lRMVhatIJ6e2T1f4hYsWJDnAwe2bSDruGR5V7fG6aiubm0Tg982D4xioOSu1N0Dwoehg/vl7jDd6e5HX87jtoSubDUR59b4u6enp2d0zfne0fIuzoXeeFWs6UvmpeZVx7JuuPF58OSil3N9Yt4bLb/uq8d8i9ak66/dUNbd0aL5z688mR6a1zDgdHRhO2zIzmlkB7rVtabWn0FX3zU9/fJPUxtbIX1m3A7p6P2G52XUCeqN41E/hEd0hPCoTv3zcbemPffZPJ3wuV1z2DNp4ks5KCpEoHTa8beme6cdl0484sY0eszmTVoWVf9NdXgUodOlFz6c/veWD7YaHLVHVApvnDWl01fKofeIEDEGsO3OgZrL9MSKSXzR/NvUufkLe2e+QG8/dED++7i/Z2YuTJOemZsDkq76Ik3bbDe0//Ivb1vlUKSrW5z0lop3BJo/+v1TuWtfyGO3fGCHXGYdEaHRL299Nt38YMP91YvLz3yXAY3rTNRZrpn5t7T07w1hS1dfpW91vEarWyFtP2xAHkibBsKK+uJ41I/iWATHg7YSHtWhotvadfcclQOe5i2Hwvy5S9Ohu1/VGB6dfPro3GWtEGMgXXnJlCbh0d77Dcvd2S6+8pA0avdN8rbWnPbjBypL5UZstn76fwdtmZefXPpqumfR9PRGO8dCoHdYd62108i+G6dd+w1JA9fummCyp3n0+baHNFOeX5Smznxt+d8sSq9VfjFek2w6aN00ZMP6OE9GbNYv9V9/ncpaxw1Yv0/aa+Sguvl39QS3PzIn/fefpqfXlrb8ubHZ8rJsXp67bN20hctLc19Pf1l+P4UN+q6d3r3rxl1yTDtj843WS+/ZtWmFvDdU0Ku/cPRUS996M92yYGqauazhPfvDG74tbbJOz241ff+T89P510zNyxefsrP3IYAeoifVDYRHdaYIjs4+f59WB7xub3gU3dom3PZC+uTnd82tmdri4K/cXllq3buXV44///6tK2vQtRYteTP95dE56ZFpC0q/YHZE3O+zsxquzNYbxRfoUVsNSNts3i/tNmJFl7JRW/WvLEF9mPrS4nTxH55L017uXHfGCCQ/8M4hObBZ3cFRGeFRffn13EfTwr+/kYatOyC9f+AOla091wnffzh/Tn7yvVumce809hErRLj4w+Xvs235sWqD9dZJPzpl57p9H4XeRnhEh7Q0UHaI8Kez3dbGX/ZEvkJbzIsWTasSA362JrrDTHjslbx86J5D80CNNKVJaMcV3VB668DDcfnu0dsNzlebiqmzXVuivGI8oRBdgGrVVUYT9NrqzeWdx+Zq1sUyumBWj0vVMGZW09A3zv0TDt62W65o5vzu3aIL269f/GtePmLobl0y/lFxzrzQZ0l6/e9v5iuCbtXB8f/a6/zfPJ67guq6toLXcMp1qV+uok7fXHQh/sbxbfuxuT0cj/pRHIvgeNBWwqM6URYcha4cMDu2z3xhYZMgqjOKikrobZcj7gpr8htzXHGqo2PtxJfB6rFL4opF228xYHmFeOAqx5BZvLjhi2W/fqvughDdjHZYfr9dKSrtXT3OTT1TEawt5V1byrv3u/KFv+YLfwzqs346Yau98kDanRHnTHSLu2reY00uIBEDgMeg4sP7De7yQboL8WPL1y5/JC8bb6vBmvwajkA+zofJzzRc2CbG4/vcB0fm5TIR2P/4hqfycnfU672n1o/iWATHg7YSHtWB1oKjwsfe+7u038HDcwBUXKr/xNN2y7eP9eMPuyF9+6fvbrxUf7RK+u0dR6x0qf7o7vYPh1yfPvrJt7W5+9qqCJDKrWlvzDn0WX4u/PHBmY2tYDojWue8b89h6eh9h7c5kFExqS3lXVvKu7aUd+83b9mS9PNp9+Tlrhg8O86Zh16bkf665KXKlpWduu3+nQ6pyhzx9Tvzlddcda1Bb3wNT57a+tWQQ3FRgqIuduTY4elzH2xb18xzfvlI7lnQf/0+uQVbV4aQ3lPrR3EsguNBWwmP6kCEO1f8dEplranolhYiYLrgnPvSo5Nmp34b9Mld0Kq7qcUYR98/94E0e9bitMmQfukL57yzdMykIlz6r98d3qaBs9vi5Avvb7zscnTBoUFxmefQnZfWrhfFr1uF+JWro61wIjTqSBCpYlJbyru2lHdtKe81w4RXp6YJc57Ngc4nttqrU1cKfW72S+naef+XWx9FGLXnRlul5xbPTS+/viA9MO/5fJW3AzfdIe254VaVv+hauq411Ztew0WroOZ1rdZEy+3PfnBku+pTETwd+517cggZdfoLPjW6sqfzvKfWj+JYBMeDthIe0SXig+ZLP/trY4DEmisqKodGa6H9hq+WJvMqJrWlvGtLedeW8l4zRPeyn06bkIOdHfpvmj48dLfKnva79vlJ6amlc1LftddJp4wY26SF0Z9feTI9NG967iJ38oh9Klu7lq5rTfWG13DUscdPmN7ucYviB7wzj9m5Q93zq8+j1lqxtdTivHrcxQifPnHQNnk5eE+tH8WxCI4HbSU8osvEh9vVd0+vrBGK8XdCW8bg6el2GDYg7bvL6r3Ci4pJbSnv2lLetaW81xyPLJiRbpr1eF6O8YmqRQAU3dlizKLWVHeBO2zITmnXgSuughuq939si3es9DhdRde1FXryazjq1dFFrbr7WXTnP+uYnWvSyv/i659K10xoqNfH4NnVLcnj+UTAFONbrsq15+zX+LfeU+tHcSyC40FbCY+gG3ljrj0Vk9pS3rWlvGtLea9ZisGzy+wycGgOkcq6tV078+H01KJX0oC1102f3na/ytamiseI+zp8yM6VrV1L17UVetJruGjFE1czfmrGwpXGjjz+oG3aNQZkZ0V4dfIP7k+z5r5e2dKyosX5fpUfD4urZF52a0NLqerxUL2n1o/iWATHg7Za5+vLVZaBLrZkyYoP/jWh5VE9KMpcedeG8q4t5V1bynvNMmT9gan/On1zi6Dqad6yxfmy+y8vXZgeXTAzvZneypfg77PW2pW/bLjs/52vPpOX39V/eNpywMZ5eSVrLf9yveiVfF+7DBqW1u+GgbMjXIgQYs7Cpcu/1A+tWdhQj3rKazha8Xzlv/+WHnji1fT8y6+lRUtWjJn59m03TN84frf03t2HpL7rrjjnuls81g5bDMznUkvG7rxpOumw7dKZH9057f22jXNXtZhGbT0ojd5uozTpmTnppbmv5yvbFq3SvafWj+JYBMeDttLyCLqRVL/2/KpVW8q7tpR3bSlvCtGtLcYsinGRCjE+0sj+m6Xh/TZKN816LAdIG6/TLx254dtaPWd+MPWOfD9dcXW3Mv/4nXtyi5E1vetaT3gNx3hB3/1tQ5fJ6JY2ervBudVYjFUU89Ud/kVLongO7R0/6+q7pucBvmMMpCvOfFfe5j21fhTHIjgetJWWR9CNpPq151et2lLetaW8a0t5Uxiy3sA0esMtc2uj5ytd215947XciigGwZ6/rOFcee/AbdOAtfu2es4senNpmvH6/DwGUlyNrTvMnPN6evz5+bn10dZDNkgvzV1SOkX3pI0H9q38Ze9S76/hX976bPrx75/KyzHA9Q8/u2c6cPchufVOhDW1bGlUJs6NjgRYffusnX5/34u5FVXRAs57av0ojkVwPGgrLY+gG0n1a8+vWrWlvGtLedeW8qYlcXW2Jxe9nFsaxbxojTR8/Y3S+zZouLJUa+dM9cDZRwzdLY3sv+JCE9EtLlo5NRdXaGvPGEnRWuTTFz1QWWubGIS5aPESrUV6gwULFuT5wIED87yeRIujm5dPIbqmnXv8br2ui2ExeHsx7pH31PpRHIvgeNBWwiPoRt6Ya0/FpLaUd20p79pS3rTFk4teSc8vnpO7sA1Y0lCtXtU5UwycHV3fPjx0txwoFV3fyhy46Q5pzw3b3lKp6LpGfTt0j6HpzGN2qqz1Luf88pE04bFXGv+N3lPrR3EsguNBWwmPoBt5Y649FZPaUt61pbxrS3nTXm09Z6J10U2zGsa52XPD4enBeQ2XRA8RKA3pO6CyltJzi+fmoGm9tfukj235jib7ukJc5au4wtfkZ+bk5WgtQvc7cuzw9LkP7lBZ632KcY/6r98nXfe1/byn1pHiWATHg7YSHkE38sZceyomtaW8a0t515bypr3ac84UA2cXBvVZLx246Y5NurGF6Cb3i+fvS/OXvZ426zsgnbDVXpU9rIrX8OpV3X3yJ6e+M23S74287HisfsVrIzgetNXqH4UNAADWMLsOHFZZSvnKaydstfdKwVGIFkeHDxmVl+MS/xNenZqXod7F+FlxBbkw+ZnyLplAzyA8AgCAGosrrcUg25/Yaq98yf4Iicps1W+jtMeGDZfcnzDn2VbHRoJ6Mnq7hlYtwiPo+YRHAABQYxv2WT99vB1jGL1305G521q4cdZjuTsb1Lu4il+YPFV4BD2d8AgAAHqAwzdvuFz//GVLBEj0CEV4tGjJsjTl+UV5GeiZhEcAANADRCuluGR/eGrRK+ln0+5pcqU2qDdDB6/fOO7Rw9MW5DnQMwmPAACgh9hzw63SYUN2Sn3XXie3PLrtlSfTr1/8a5q3bEnlFlBf9h21WZ5PeX5hngM9k/AIAAB6kLhS2ykjxqYdKldniwG0fz7tnvTkolfyOtST0ZWua13Vbe2pFxemX9767ErTzQ/NrNwC6A5rvbVcZRnoYnPmzKkspTR4cMPVJuheRZkr79pQ3rWlvGtLedNeq+OcieDoxllT0vxlr+cw6cNDd6vswWu4PixcvCx9+Ny78vI3/mGHtO/bG64c2B5xHxEO/fHBmenpGeUtmDYfvH56355D01Fjh6cB/cqvYLimK14bweuDthIeQTfyxlx7Koq1pbxrS3nXlvKmvVbXORMtjq6b+XBe/tSIffKV3PAaLkTAeO3y86MtA6yvt3afdPLycyjmXenkC+9Pz8xclDbbsG/aYpMNKlvbrvml/mMcpRhPqdrfps6rLKXUf/0+6ej9hjcO2N0VNt9o/ZUes6cqXhvBZxxtJTyCbuSNufZUFGtLedeW8q4t5U17rc5z5gdT70hL//5mHlA7xkXCazjEgOoxLlZ77LHh8PTeTUdW1rrGxdc/la6Z0LnB3fuvt07ad5fN0lH7Dk87bDGgsnWFmXOWpKvvmp5ufnBGWvT6m5WtXStaNkUgFV3xYrmjdt+260KtjiheG8FnHG0lPIJu5I259lQUa0t515byri3lTXutznMmLt3/6IKZabO+A9IJW+1V2bpmW9Nfw8U5EeK8WFUg9OSil9NDlav3dXULthin6E8PPp+X+/Xrl+ftES1+ojtaW0QXt6vvnp7G3/V8t4VInfWZcTvkllGrS/HaCD7jaCvhEXQjb8y158tebSnv2lLetaW8aa/Vec5E16S46lrQda3Bmvoaju5pV77w1/Ty0oaxgXYZODQHR23pivazaRO6bfysnn48outchGAxn/zMnE4FU9Gt7qf//M7V1g2uOBbBZxxtJTyCbuSNufbW1Iri6qK8a0t515bypr1W9zlTfPEfO3ibNHbjbStb11y97TU8Yc6zacKrUytrbdPec+GRBTPSTbMez8sf2+Idaat+Xde9yntqQ6uok39wf5o19/Xc/e2CT42u7Kmt4lgEn3G0lUv1AwBAL7BD/83y/JFKVyV6h2hJFK3K2hMc9V17nXTYkJ3aHSLuOnBYGr5+Q2D05zaOlRSt3mJspVmVlk6UiyvAfe4DDd0HowVTjNEEPYWWR9CNpPq151et2lLetaW8a0t5016r+5yJL++/fP7+vPyJrfZKQ/quPKjwmqQ3vIabXyktBrMeWQkJWzNo3fU73HWxugtkBFARKLUknlMEWhEcVYvWSlv1G5y7vlWfg95TVzjnl4+kCY+9kruvXXHmu3KoVEvFsQhxPO5+9JX09Mzahn8Dlv/b377tRi0Ofk59Eh5BN2r+xkz3UzGpLeVdW8q7tpQ37VUP50zRda07rpjV0/TU13CEgPPfWJKeXzynMZiJlkSHDxmVRvbfNK93t2Kw7UF91s8DsDcfLykCprjN/GVLKlta9i/bH1hZ8p5aLbqvHfude/K4SfuO2jR94/hdK3tqozgW4fqH5qVf/unZylrtRYAWV6+Lbnzbr4FB0uq+8l57CI+gG1W/MfugrA0Vk9pS3rWlvGtLedNe9XDOPDjv+XTbK0/lL/unbrt/ZeuaqSe9huNy+s8tnts4yHW1uFLah4ftVtNB0OctW5J+Pu2evJxbEK03MC+HeW8sbryKWyjGVYq/icBr1usLG6/adsTQ3RoDL++pTf3xwZnpu79tGF/qG8ftmvbdpTbBYCiOxQ//8Fz6yyMNy9sN7V/TFlBPv7iwbq+GV0t/+vf3VJbqn/AIulHxxhx8UNaGikltKe/aUt61pbxpr3o4Z6q/9Fd/cV8T9ZTXcPUl9avF2END1lv1Jfa7S3RJi0G6y0SodfjmO7fYPfIXz9+fg7DqFnDeU1f2pZ/9Nf1t6rzKWtfYftiA9L49h6axozYtvZrb9BmvpO9e+2x69LmGsPLQPYamM4/ZKS/XUnH1uqdnLEyTnpmTBxJf0wiPgKz4kAw+KGtDxaS2lHdtKe/aUt60V72cM8UX97hE++FDdq5sXfPU+2s4xgyK8YyiC1iIFj57brhVp8Yr6krx/K6Z8XBlbYX5yxanPTfaKj/XMjHYdrQ+ioApur0F76krmzlnSTrlwvu7rQVOESQ17w520bX/l56dtTgvH3/QNumEg7fJy9Aa4RF0o+JDMvigrA0Vk9pS3rWlvGtLedNe9XLOFJdbj65r0XJlVWJw42g9EgMdNx/bpier59dwBDNXvvDXxm5q7b2kfr2rHnQ7uk/GeeU9tWUxWPVTM7pusOqX5ixZfp8vtymQ+tz7t05H7r9dZQ1aJzyCblR8SAYflLWhYlJbyru2lHdtKW/aq17OmQgmLpp6Z2WtfaKlyPrr9I4AadmyhiuU9elTf/+eGBcojlNo7YpmPdl/PH1bnhf/Pu+ptRWh1N1Tlk8tBEkb9F07nXX0dmnUVv0dD9pMeATdqPiQDN6Ya0PFpLaUd20p79pS3rRXPZ0z0foorti1Kkv+viy3EmlpoGa6V1xB7cihb88tvnqjaFk1fcncxu6T3lPrR3EsguNBWwmPoBt5Y649FZPaUt61pbxrS3nTXj39nIkQKa6WFVf96g3queVReO9mI1scbLq3KK78F5f7P3nEPt5T60hxLILjQVsJj6AbeWOuPRWT2lLetaW8a0t5017OmfrieKxes5YuTL98/v68/KkR+6S/L2gYoNnxWP2K10ZwPGirtStzAAAA6BLRqiq65oWnFr2c50DPJTwCAACgy23dr6FVS3SJBHo24REAAABdbof+m+a58Ah6PuERAAAAXW6rSsuj1/++LM1+s2HMI6BnEh4BAADQ5Tbss34a1Ge9vDztda2PoCcTHgEAANAtdui/WZ7PWLYoz4GeSXgEAABAtyi6rs1ctjDPOyu6wD2/RCsmqDXhEQAAAN1i634bVZZSmvbG/MpS+8xbtiQ9umBmunbmw+miqXemX7/w1zyP9dgegRLQvdZ6a7nKMtDF5syZU1lKafDghl9d6F5FmSvv2lDetaW8a0t5017OmfrieNSPXzx/f3p56cI0YO2+afB6G1S2ts2SN5flv12VrfptlMYO3jbPaV3x2gheH7SV8Ai6kTfm2lNRrC3lXVvKu7aUN+3lnKkvjkf9mPDq1DRhzrOVtY7pu/Y6aWT/zXI4NGS9gWnW6wvSU4teyVO1Hfpvmg7cdGQerJuWFa+N4PVBWwmPoBt5Y649FcXaUt61pbxrS3nTXs6Z+uJ41I/odvbAS8/k5X79+uV5e2y23sA0sv+mlbWVPbnolRxQVbdQ2nPD4WmXQcPSkL4DKlsoFK+N4PVBWwmPoBt5Y649FcXaUt61pbxrS3nTXs6Z+uJ41JdaHI9HFszIIdL8Za9XtjTYrO+AtP46ffLg3dEiadC66+dQab21+1RusWYpjkXw+qCthEdrgIvOeyjPTz17jzyndrwx156KYm0p79pS3rWlvGkv50x9cTzqSy2PRwRID8x7Pi39+5uVLS2L8GjIem1rmTSoz/q5u1zcfqv1e/a4SsWxCF4ftJXwqI7Mn7s0feqom9KAgeumS687vLK1wZTJs9MF59yXHp00O/XboE866vgdm4RBt1w/LX3/3AfS7FmL0yZD+qUvnPPOdMgHR+R9wqPVxxtz7ako1pbyri3lXVvKm/ZyztQXx6O+rI7jEd3l5r+xJD2/eE5a8vdladbrC9OspQtWGSq1RWcG5l7dA3sXxyJ4fdBWwqM6EeHQ5z5+SxoybIMWw6Nxe12dDjty2xwATZ+2IJ3ykZsbA6JY/8gB16ULLzsojTlgWJp4x4z05VP+ki67aVwaPmKg8Gg18sZceyqKtaW8a0t515bypr2cM/XF8agv9XY8nl88N81btjiHS20xa+nCPEh38y5xHRGtmE4esU9lrfaKYxG8Pmgr4VGd+Ofjbk2fPmN0uvWGaWnSxJeahEcRBp17+oR0w/1HV7akNP7yJ9INv3k63y7CoZnTF6Vv/Wj/yt6UvvrZO9PQ4f1zYNQ8PIr1u/40Pf18/GFp0EZ98za6hzfm2lNRrC3lXVvKu7aUN+3lnKkvjkd96S3HI1ozRQuml19fUNnSPsVV58YO3iaN3XjbvFxrxbEIXh+01dqVOavZDy4/KI3afZPKWlP33TUjDd1ig8pagy23Hpi7sIUImyIoqhbrsb25CJ1uumaq4AgAAKCdYsDtuPJbBD8dmgZvk+8nQqRozQQ9hZZHdSZaBTVvedRSt7MYH+nQ3a9K9047Lp14xI3p5NNH5y5rhRgD6cpLpjS2TAp77zcsd2e7+MpDSoOqatWJNADQOb3h1111A4DOWfrWm+maeY+nhX9/I228Tr905IZvq+xhTdST6gZaHq0holtbBEef/PyubQqOAAAA6Fp911onvXtAQ+ujV99cnB59/eW8DPVOy6M6U9byqKVxkE47/tbGlkejx2zepGVS9d/E8vjLnshXaIv5dfccpctajehPXHu9pT99T6G8a0t515bypr2cM/XF8agvjkdTf37lyfTQvOlpvbX7pE9stVfuDlcrxbEIjgdtpeVRDxDdzWa++FplrcELzy1Iu4xuaEEUwVG0LKoW67G9UFzaf+yBW6YvnnBrZSsAAAC1tu/G26ZBfdZLr/99Wbp2xsN5DKSumB5dMDPfJ3Q14VEPEGMZxeX7i7GL4tL8l174cBp3zPZ5/chjR6YJt72QWyOFmMdV22J7c2edNyYHUb+4+JHKFgAAAGopWhwduOmOefnlpQvThFendsl046zH0s+m3ZPnzy+em+8fuoJua3WmpS5qYcrk2emCc+7LV1jrt0GfxpZEhRgg+/vnPpBmz1qcNhnSL33hnHemQz44Iu8rQqfi9kWXt//63eHGP+pmmoTWnibRtaW8a0t515bypr2cM/XF8agvjkfLovtaXPq/q0xf0jQwGtRn/bThuk27xC1btiyN6LtR2nrdQWnrTVb0VoHWCI+gGxUfksEHZW2omNSW8q4t5V1bypv2cs7UF8ejvjgetRFd1p5c9HJ6cO703KJpVTbrOyDtOmhYGrLegMqW2tlq/Y0qS/QEwiPoRsWHZPBBWRsqJrWlvGtLedeW8qa9nDP1xfGoL45H7c1btiQ9Or9haJNqsxbNS9PemJfeeOvvlS2rR3Td26rfRsunwXk+pG/tAyzaTngE3aj4kAw+KGtDxaS2lHdtKe/aUt60l3Omvjge9cXxqB/FsZj2xvz06tpL01OLXk7zl72et1Fb/7L9gZWl+ic8gm5UvDEHH5S1oWJSW8q7tpR3bSlv2ss5U18cj/rieNSP4liE1XU8olXU84vn5EG9Y76mhlfCIyCrhzfmNY2KSW0p79pS3rWlvGkv50x9cTzqi+NRP4pjEerleESYNP+NJZW1NUd01+sphEfQjerxjbm3UzGpLeVdW8q7tpQ37eWcqS+OR31xPOpHcSyC40FbrV2ZAwAAAMBKhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApdZ6a7nKMgAAAAA0oeURAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlFrrreUqy0AnzZ+7NH3qqJvSgIHrpkuvO7yytcEt109L3z/3gTR71uK0yZB+6QvnvDMd8sERlb20V5TnJd+bnKY9PT+vHzRuRDrrvDFp0EZ98/qUybPTBefclx6dNDv126BPOur4HdOpZ++R99F+F533ULrrT9Mby3vv/Yelf/vh/sq7BuJ95Yh9xjcp09j2nbMnpltvmJbXm5//tM/EO2ak046/tbLWYJfRmzS+jytvmovPoCsvmZLf88KI7Qelr31v3zRq903yerXi/LrwsoPSmAOGVbbSlVb1GRWa1xscj+6zquNRfSyizjD2wC29p9ZIHJsrfjol3TvtuMoW31FoOy2PoIvEl+f4gteS6dMWpH/9/J3pnAvG5jfrmJ935j15O+0XX+Ruv/G59KWv75XL8+bJH01PPT4nf7krnHHS7Wn0mM3z/stuGpduumZq/nCk/aK8Z05flL8YFeU9cFDf9P8tP6cLyrv7RDlvt+OGlbUGca4vmL80H4uYYvlH3/lrZS8dEWFRnL/FVP0DgPKmuQcnzEwfP2lU4/ny/qO3S5/7+C2VvSvE++d/fv3+HC7RPdryGTX+8idyvauoN8QkOOoeqzoesT/qxMWxuO6eo7yn1kh8V5k08aXKWgPfUWgP4RF0kZ98d1K6+MpD0n4HD69sWeGaK57Mv1QXFZWYx68ssZ32i1+mvvWj/RvLM9ZP+uLuaeYLC/N6/MobilYaw0cMTCeetlv+lZj2K8q7+EU91t9z+NZp0YKleV15d59fXPxInkcwVy1awJz5rb3zsYgplq/9lfeTjrrvrhlp6JYDKmsrU9409+V/H9Pkl/kjj90xLX5tWWVthfjCHMFStEime8RrsrXPqHDRtx5K3/7puwVGNbCq4/HY3xpa61XX4UaOGpyenPJqXqd7RGgXP/Sdfu7elS0NfEehPYRH0EV+cPlBLTZXD5HyDx3ev7LWINabp/903IvPLUj9BzY0d85fBLfYIC8Xttx6YGP3Ajonfo2K5ubjjtk+ryvv7hHlfNX//F9u6l+tCOsipCsUy8U+2q/5e3RBebMq8aUsWqfFF7Bq0foyvjCf8LldK1uoheafUcXrVHC0ejQ/HnEcoiVe8eNI7I8ubtGSj+4TLbsOO3Lblb6r+I5CewiPoEb23q9ppWWn3VoOmmi/qLjHl+xjT15R8WjeUmPntyvvzjrxiBvTu0Zcnj5ywHXpHcvL96jjdqzsUd7d4Wv/fFcedyB+lW0uulg1p1tM54y/7Il8fsf0sff+rkm3S+VNS2LskDhfDt39qtzyNcZsKcTnUowh8o0f7FfZQncr+4x6/OHZuetvHK8Dd74y3yZuG1146D6t1Rl+Pv6wXG8bt9fV6fjDbshd2Iyx030iQP3rxJdKx6L0HYW2Eh4BPVpU0GOQ8v0PHu5XxW4WY8BEf/jf3nFEevH5hbliSPeIX2SjJZ3KdG1EhTrG3YjzO6boZhRjQMQv4lAmzps4X2JMlwjQY9zD+EwK0V3to598W5MWa3Svss+o+fOW5pawW249IN322MfzbUaO2jhf5IHu01qdIVrBRIvl+IEkukide/oEYV43ifekKN8Ygwo6S3gENRJde6rFL2F0ThEc7bDT4Dz+RLXmzW2LPvZ0XnwZiq5UURkvvlwr764TZdpSd7VqLXUJLK5qQ8dUt/CKbkbR2qgY80F505o4dyJIGjJsg/Sn3z+ru9pq1vwzatCGffPrubrly2fPekeLr2u6XvPjEYOXRyuYCJfiB5IYHymC1hiPh65X1l2tmu8otJXwCGogfpGMK09Ui/XmXX1ou+rgKCoe1aL57cwXX6usNXjhuQUtdj2h85R314rAIi6XG11hosl/THFZ3ZhiuWhhV90qpljW+q7rLFzwRm6poLxpr+IS/sXrN6ZYj8v1a7FZe3u18Bk1f97rlSVq7YXnFuZubNViwPn43KPrxcUdivpDMYWYR1dO31FoD+ER1MCRx45ME257oXHQxpjH1XtiO+3XWnAU4gtdXNkmPhRDfNG79MKHGwdrpH3iV/Tq8V+iPGNw2AiH4hdF5d21iq4w1dOxp4zKUyyHD//jyHT+V+/Lr4WYYrn5YL20XZzfRSAU5RndBmfNeC0d/IFt8jblTbXoXhOtJ+JcCM3PmaK7TvUU75cXXnZQ3kfXWtVnVLS4iC5S3/7KxLw/jtePvzMp7b2/8Lc7rOp4xHg6f7x2auN7bij20/WavxfFVGyP+obvKLTHWm8tV1kGukB8gY4uPM0riPFBGoNnxi8rmwzpl/t5G8+kY+KDLX7BbUlUziPMiMp9jGcQv/b226BPOur4HfOHJO0X5f2zCyY1NvGP8owxCmJw2KKrj/LuXkUwV5RpfPmJynZU8EIEGdXHg/aJ8o0Bs4tLrceXyk+fMbqxmb/yplp86Y0A8eEHXy49Z5qLFkcnnz5aa7Vu0JbPqHgNxzhU993Z8AXZa7j7tOV4RNga3bOL1kaOR21Fq6MiRAq+o9BWwiMAAAAASum2BgAAAEAp4REAAAAApYRHAAAAAJQSHgEAAABQSngEAAAAQCnhEQAAAAClhEcAAAAAlBIeAQAAAFBKeAQAAABAKeERAAAAAKWERwAAAACUEh4BAAAAUEp4BAAAAEAp4REAAAAAJVL6/wHCPzP6eBd35QAAAABJRU5ErkJggg==\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "from IPython.display import Image\n",
+ "from IPython.display import display\n",
+ "pdp1 = Image(filename='alepdp1.png')\n",
+ "pdp2 = Image(filename='alepdp2.png')\n",
+ "pdp3 = Image(filename='alepdp3.png') \n",
+ "display(pdp1, pdp2, pdp3)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a3667f6b",
+ "metadata": {},
+ "source": [
+ "Those plots confirm our observations that they are very similar to each other. The changes in direction are the same throughout the plots, the only thing that differs is the value. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "af855664",
+ "metadata": {},
+ "source": [
+ "## Summary"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f7cab13e",
+ "metadata": {},
+ "source": [
+ "Parallel lines on PDP show us, that the model cannot find any interactions between variables. It is also confirmed by ALE, which are also parallel to PDP. \n",
+ "When talking about changes in value chained to changes in variables, all the conclusions from Homework 4 for this model still apply. Variables with the biggest dispersion are `longitude`, `latitude`, `median income` and `rooms per household`. Other variables are mostly constant or close to constant."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}