The column index of the 36 km EASE grid cell that contains the associated data.
valid_max :
963
valid_min :
0
[391384 values with dtype=float32]
EASE_row_index
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The row index of the 36 km EASE grid cell that contains the associated data.
valid_max :
405
valid_min :
0
[391384 values with dtype=float32]
albedo
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_dca
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scah
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-H within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scav
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-V within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
boresight_incidence
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Representative angle between the antenna boresight vector and the normal to the Earth's surface for all footprints within the cell.
units :
degrees
valid_max :
90.0
valid_min :
0.0
[391384 values with dtype=float32]
bulk_density
(phony_dim_0, phony_dim_1)
float32
...
long_name :
A unitless value that is indicative of aggregated bulk_density within the 36 km grid cell.
valid_max :
2.65
valid_min :
0.0
[391384 values with dtype=float32]
clay_fraction
(phony_dim_0, phony_dim_1)
float32
...
long_name :
A unitless value that is indicative of aggregated clay fraction within the 36 km grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
freeze_thaw_fraction
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Fraction of the 36 km grid cell that is denoted as frozen. Based on binary flag that specifies freeze thaw conditions in each of the component 3 km grid cells.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
grid_surface_status
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Indicates if the grid point lies on land (0) or water (1).
valid_max :
1
valid_min :
0
[391384 values with dtype=float32]
landcover_class
(phony_dim_0, phony_dim_1, phony_dim_2)
float32
...
long_name :
An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)
[1174152 values with dtype=float32]
landcover_class_fraction
(phony_dim_0, phony_dim_1, phony_dim_2)
float32
...
long_name :
The fraction of the grid cell that contains the most common land cover in that area based on the IGBP landcover map.
valid_max :
1.0
valid_min :
0.0
[1174152 values with dtype=float32]
latitude
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Latitude of the center of the Earth based grid cell.
units :
degrees_north
[391384 values with dtype=float32]
latitude_centroid
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Weighted average of the latitude of the center of the brightness temperature footprints that fall within the EASE grid cell.
units :
degrees
valid_max :
90.0
valid_min :
-90.0
[391384 values with dtype=float32]
longitude
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Longitude of the center of the Earth based grid cell.
units :
degrees_east
[391384 values with dtype=float32]
longitude_centroid
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Weighted average of the longitude of the center of the brightness temperature footprints that fall within the EASE grid cell.
units :
degrees
valid_max :
179.999
valid_min :
-180.0
[391384 values with dtype=float32]
radar_water_body_fraction
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The fraction of the area of the 36 km grid cell that is covered by water based on the radar detection algorithm.
Bit flags that represent the quality of the vertical polarization brightness temperature within each grid cell
[391384 values with dtype=float32]
tb_time_seconds
(phony_dim_0, phony_dim_1)
timedelta64[ns]
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in seconds since noon on January 1, 2000 UTC.
valid_max :
940000000.0
valid_min :
-999999.9
[391384 values with dtype=timedelta64[ns]]
tb_time_utc
(phony_dim_0, phony_dim_1)
|S24
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in UTC.
[391384 values with dtype=|S24]
tb_v_corrected
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell adjusted for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
tb_v_uncorrected
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell before adjustment for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
vegetation_opacity
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_dca
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scah
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-H retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scav
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-V retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_water_content
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Representative measure of water in the vegetation within the 36 km grid cell.
The column index of the 36 km EASE grid cell that contains the associated data.
valid_max :
963
valid_min :
0
[391384 values with dtype=float32]
EASE_row_index
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The row index of the 36 km EASE grid cell that contains the associated data.
valid_max :
405
valid_min :
0
[391384 values with dtype=float32]
albedo
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_dca
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scah
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-H within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scav
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-V within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
boresight_incidence
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Representative angle between the antenna boresight vector and the normal to the Earth's surface for all footprints within the cell.
units :
degrees
valid_max :
90.0
valid_min :
0.0
[391384 values with dtype=float32]
bulk_density
(phony_dim_0, phony_dim_1)
float32
...
long_name :
A unitless value that is indicative of aggregated bulk_density within the 36 km grid cell.
valid_max :
2.65
valid_min :
0.0
[391384 values with dtype=float32]
clay_fraction
(phony_dim_0, phony_dim_1)
float32
...
long_name :
A unitless value that is indicative of aggregated clay fraction within the 36 km grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
freeze_thaw_fraction
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Fraction of the 36 km grid cell that is denoted as frozen. Based on binary flag that specifies freeze thaw conditions in each of the component 3 km grid cells.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
grid_surface_status
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Indicates if the grid point lies on land (0) or water (1).
valid_max :
1
valid_min :
0
[391384 values with dtype=float32]
landcover_class
(phony_dim_0, phony_dim_1, phony_dim_2)
float32
...
long_name :
An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)
[1174152 values with dtype=float32]
landcover_class_fraction
(phony_dim_0, phony_dim_1, phony_dim_2)
float32
...
long_name :
The fraction of the grid cell that contains the most common land cover in that area based on the IGBP landcover map.
valid_max :
1.0
valid_min :
0.0
[1174152 values with dtype=float32]
latitude
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Latitude of the center of the Earth based grid cell.
units :
degrees_north
[391384 values with dtype=float32]
latitude_centroid
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Weighted average of the latitude of the center of the brightness temperature footprints that fall within the EASE grid cell.
units :
degrees
valid_max :
90.0
valid_min :
-90.0
[391384 values with dtype=float32]
longitude
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Longitude of the center of the Earth based grid cell.
units :
degrees_east
[391384 values with dtype=float32]
longitude_centroid
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Weighted average of the longitude of the center of the brightness temperature footprints that fall within the EASE grid cell.
units :
degrees
valid_max :
179.999
valid_min :
-180.0
[391384 values with dtype=float32]
radar_water_body_fraction
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The fraction of the area of the 36 km grid cell that is covered by water based on the radar detection algorithm.
Bit flags that represent the quality of the vertical polarization brightness temperature within each grid cell
[391384 values with dtype=float32]
tb_time_seconds
(phony_dim_0, phony_dim_1)
timedelta64[ns]
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in seconds since noon on January 1, 2000 UTC.
valid_max :
940000000.0
valid_min :
-999999.9
[391384 values with dtype=timedelta64[ns]]
tb_time_utc
(phony_dim_0, phony_dim_1)
|S24
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in UTC.
[391384 values with dtype=|S24]
tb_v_corrected
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell adjusted for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
tb_v_uncorrected
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell before adjustment for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
vegetation_opacity
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_dca
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scah
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-H retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scav
(phony_dim_0, phony_dim_1)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-V retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_water_content
(phony_dim_0, phony_dim_1)
float32
...
long_name :
Representative measure of water in the vegetation within the 36 km grid cell.
units :
kg/m**2
valid_max :
20.0
valid_min :
0.0
[391384 values with dtype=float32]
"
],
"text/plain": [
- "\n",
+ " Size: 99MB\n",
"Dimensions: (phony_dim_0: 406, phony_dim_1: 964,\n",
" phony_dim_2: 3)\n",
"Dimensions without coordinates: phony_dim_0, phony_dim_1, phony_dim_2\n",
"Data variables: (12/53)\n",
- " EASE_column_index (phony_dim_0, phony_dim_1) float32 ...\n",
- " EASE_row_index (phony_dim_0, phony_dim_1) float32 ...\n",
- " albedo (phony_dim_0, phony_dim_1) float32 ...\n",
- " albedo_dca (phony_dim_0, phony_dim_1) float32 ...\n",
- " albedo_scah (phony_dim_0, phony_dim_1) float32 ...\n",
- " albedo_scav (phony_dim_0, phony_dim_1) float32 ...\n",
+ " EASE_column_index (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " EASE_row_index (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " albedo (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " albedo_dca (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " albedo_scah (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " albedo_scav (phony_dim_0, phony_dim_1) float32 2MB ...\n",
" ... ...\n",
- " tb_v_uncorrected (phony_dim_0, phony_dim_1) float32 ...\n",
- " vegetation_opacity (phony_dim_0, phony_dim_1) float32 ...\n",
- " vegetation_opacity_dca (phony_dim_0, phony_dim_1) float32 ...\n",
- " vegetation_opacity_scah (phony_dim_0, phony_dim_1) float32 ...\n",
- " vegetation_opacity_scav (phony_dim_0, phony_dim_1) float32 ...\n",
- " vegetation_water_content (phony_dim_0, phony_dim_1) float32 ..."
+ " tb_v_uncorrected (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " vegetation_opacity (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " vegetation_opacity_dca (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " vegetation_opacity_scah (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " vegetation_opacity_scav (phony_dim_0, phony_dim_1) float32 2MB ...\n",
+ " vegetation_water_content (phony_dim_0, phony_dim_1) float32 2MB ..."
]
},
- "execution_count": 12,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
@@ -717,488 +696,2099 @@
"gds"
]
},
- {
- "cell_type": "markdown",
- "id": "05d558e4-448d-4c7a-a188-ea5cf27dc124",
- "metadata": {},
- "source": [
- "#### Add meaningful dimension names\n",
- "\n",
- "53 variables are loaded from `Soil_Moisture_Retrieval_Data_AM`. However, we can immediately see some issues. The dimensions are named `phony_dim_0`, `phony_dim_1`, and `phony_dim_2`, which is not much help. This is because no dimensions are assigned to Datasets, so `xarray` has to generate some dummy variables.\n",
- " \n",
- "We'll change the names of the dimensions to something meaningful. First, we need figure out what the dimensions are. This is more diffcult than is should be and requires some data sleuthing and assumptions. The description of the `landcover_class` offers some information, albeit misleading, but it is a clue.\n",
- "\n",
- "> An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)\n",
- "\n",
- "This description states that the dimensions of the landcover_class array are longitude, latitude and IGBP land cover class. The data are in projected coordinates (the EASE Grid 2.0 Global) **so longitude and latitude cannot be dimensions**. Longitude and latitude in projected coordinate systems must be 2D arrays. For projected coordinate systems, coordnates are usually x and y, or easting and northing. From the user guide, we also know that the data are on a grid with 964 columns and 406 rows, and cells that have a nominal cell-size of 36 km by 36 km. Based on this information we can assume that `phony_dim_0` is the y-dimension and `phony_dim_1` is the x-dimension in cartesian coordinates. The 3rd dimension (`phoney_dim_2`) appears to be land cover class. We can lot the data to confirm that this at least looks correct. "
- ]
- },
{
"cell_type": "code",
- "execution_count": 19,
- "id": "2399bc41-3f7e-43b6-bc1f-10d9b9893e32",
+ "execution_count": 7,
+ "id": "7d30857f-9983-437f-a14e-27345a4e2b21",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ "PosixPath('/Users/roma8902/projects/NSIDC-Data-Tutorials/notebooks/SMAP/smap_data/SMAP_L3_SM_P_20170327_R18290_001.h5')"
]
},
- "execution_count": 19,
+ "execution_count": 37,
"metadata": {},
"output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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UEydO9Ho/b948Fi1axKZNmzjrrLMAMBgMJCQk1Fi/pKSExYsX8/HHHzNmzBgAPvnkE5KTk/n2228ZN25c0x6AoMUSEVyJo1MclVtDcFxoFor4bZjUjLRWIykgEDQUX6cRnQgZipZKizGNnU4nS5YsoaKigqFDh3rKMzIyiIuLo2fPnkybNo28vDzPZ5mZmdjtdsaOHespS0pKol+/fmzYsKHWvqxWK6WlpV6boG1h0DgoeMSC06jWaHylj14gbtptBF+/x5buARE0PakZaeJ3IGh2Ai7EumPHDoYOHYrFYsFkMrFs2TL69nXJB4wfP56rrrqKzp07k5WVxaOPPsrFF19MZmYmBoOB3Nxc9Ho9kZGRXm3Gx8eTm5tba5/z58/nySefbNLjEgSecGMlxR0tgR6GoIXi9pwJQ7x90loMLgV8WskofP8tl4B7wHr16sX27dvZtGkTd955JzfddBO7du0CYOrUqVx22WX069ePiRMnsnLlSv7880+++eabM7apqiqSVPsPdu7cuZSUlHi2w4cP+/WYBC0DWVLpGFcU6GEIWijC8BKcTks0yoQQa9sl4N+MXq+ne/fuDBkyhPnz5zNw4EBefvnlGvdNTEykc+fO7N27F4CEhARsNhtFRd432by8POLj42vt02AweFZeujdB20OWVAwaR42ftcQLrUAgaD5qMsAVoZklaEYCboCdjqqqWK3WGj8rKCjg8OHDJCYmAjB48GB0Oh3p6emefXJycvj9998ZNmxYs4xX0LIpsQTV+pkwwgQCgUM5dRuUpZYXsO7OBenLJmiZBPSbeeihh1i/fj0HDx5kx44dPPzww2RkZHDddddRXl7Offfdx8aNGzl48CAZGRlMnDiRmJgYrrzySgDCw8O59dZbmT17Nt999x3btm3j+uuvp3///p5VkYL2ifvpNi8v/Iz7CSNMIGi/pI9eQH65CbNdH+ih1IqC5PMmaJkE1AA7fvw4N9xwA7169eKSSy7h559/ZtWqVaSmpqLRaNixYweTJ0+mZ8+e3HTTTfTs2ZONGzcSGhrqaWPBggVcccUVXH311Vx44YUEBwezfPlyNBpNAI9M0FKIjRU6YAKBoHZ2THoSpyKTW+oKRRm88uEAj8gb4QFru0iqqrY8n2szU1paSnh4OCUlJSIerA2RmpHGkaIIOkYW17qPLKmsHrWw2cYkEAgaRmpGGg5FRisrTbpwIjUjjf3bk+k26DCVDh0/jnmu1n2b457h7mPBlmEEmRovWFBZ7iBtyAZxf2uBCNNY0GZJH72gzqBaRZXENKRA0EJxn5smna3J+0ofvYCkfi75IodTw4DljzV5n/VB5IJsuwRcB0wgaEpUVUKWVLG6SSBoxZgdumYJkA/S2gEINVgIN1Y2eX/1QVEln65f4trXchGmsaBNYy0xiAuQQNCKcWeyMNYiKeNPhDacoDkRBpigTZPcKb/OfcRFVyBouYTprFTYDNiU5l1YpagS5616qFn7rHEcPk4/CiHWlov4ZgRtGveUgkAgaJ0UWoMwau3YnM1jgFV9IDPq7Fz0/exm6bc2FFX2eRO0TMQ3I2j3uBPxBvpCKxAIqlNiCUKS1GYXSXUosieTxvh1M5q1b0H7QAThCwQnsTfzFIdAIKibzZc+A8C4tTObrU9ZUvnh4hc9/UYZzM3W9+k4kXD6IKbqS11B0yI8YII2TV3xXW7xRQCtpDT1cAQCQQOoev7qZWez9VtVG1CWVCxOXbP1fTpiCrLtIr4ZQbsmIazU8zo6KHBPuQKB4MzkV4YEpN9grd0rX6RA4C/Er0rQ7nAoMnanBvtpQb2xhrIAjUggENSGW4x149hnm73v8etmUGozYHboGP3dfc3eP4CTU9OQjdsELRVhgAnaPDVNQ+o0TnQa70vT3tJYJq6/l97/e4qzvnqimUYnEAhO55IfZnleu3XAAoFJ61LgV1QJncbJ0DVzmn0MYgqy7SKC8AXtjtou6CadDbNDh0Fvp9Kib+ZRCQSCbkvnYTTaiQzRcsHquTgViTCjhvNWPeQJxm9OPhu2yCtV2ekPbc2Brwm1RTLulov4ZgTtlhJLkNd799SkXuPEoG961W2BQOBNh5hi7HYNuYVhlJiN2JwanIpMfEjgwgMUVfI8tBmaQY2/pfDGG2+QkpKC0Whk8ODBrF+//oz7r127lsGDB2M0GunatStvvvlmtX0WLlxIr169CAoKIjk5mbS0NCwWS1MdQotHGGCCdkvVXG9aWcGmaCizGQgzWjAZrXT/79MBHJ1A0P4oKA9BUSSCg2wEG20khZWi0zgpsRm55IdZXt6o5kIrKyiqFLCMGSoSig+b2ggZiqVLlzJz5kwefvhhtm3bxogRIxg/fjzZ2dk17p+VlcWECRMYMWIE27Zt46GHHmL69Ol88cUXnn3+/e9/M2fOHB5//HH++OMPFi9ezNKlS5k7d26j/zatHWGACdoFp69iOloc7vU+r8JEuc2AqkrYFQ0FZSFIbUg+JxA3LoGgoTicMp1jC7E7NIQZLFgcrigZXRUJiub+LducGoIDmFHDPQXpy9ZQXnrpJW699VZuu+02+vTpw8KFC0lOTmbRokU17v/mm2/SqVMnFi5cSJ8+fbjtttu45ZZbeOGFFzz7bNy4kQsvvJBrr72WLl26MHbsWP72t7+xZcuWRv9tWjvCABO0SzpElHi9r7TqcCoyBq0DmeZV3BYIBC6MejtRhkoiQirRa5yUWIIorgxCPqmE39xq+ODygH01/DWgdeeNLS0t9dqsVmuN+9lsNjIzMxk7dqxX+dixY9mwYUONdTZu3Fht/3HjxrFlyxbsdpfxOnz4cDIzM9m8eTMABw4cYMWKFVx22WW+HlqrRRhggnaBW9W6JmRJxW7XUlgajNmm43hpKFIALvRNSWu+cQjaD0E6B9uPdsCotROht1Bh0Xt5ohOCmjcWbPi3DzRrfzWhqJLPG0BycjLh4eGebf78+TX2l5+fj9PpJD4+3qs8Pj6e3NzcGuvk5ubWuL/D4SA/Px+Aa665hn/+858MHz4cnU5Ht27duOiii5gzp/lXlrYUxCpIQbvB6tTWGER7osKEorguUhVmA5GhZqwOLRY1cOrXAkF7ZNO4+XRbOo+iymByToYJ2E5q9uk0TvIsJo9B0Ry0hOwYTmScPvhK3HUPHz5MWNipzB8Gg+GM9aTTYjBUVa1WVtf+VcszMjKYN28eb7zxBueffz779u1jxowZJCYm8uijj9b/gNoQwgATtBtqW8FktbtOA41GwemUKS4PRlVpUzFgAkFrosJsIMhoo9Kix1ypJzLIjNmuJ8JQ2azTkG3JEx4WFuZlgNVGTEwMGo2mmrcrLy+vmpfLTUJCQo37a7VaoqOjAXj00Ue54YYbuO222wDo378/FRUV3H777Tz88MPIcvubkGt/Ryxo15wuPQGuwF8ASVbRaBQURUKS8HjFBAJB8yHLKpKsEmsq95yPOcXhGLV2HM2oaeUWgw309L2/piDri16vZ/DgwaSnp3uVp6enM2zYsBrrDB06tNr+a9asYciQIeh0rpkEs9lczcjSaDSoqurxlrU3hAEmaFeEG72foBVVwuk4dRqoqoRG6zbC2udFQSA4nSt/urvZ+goy2tBqnFgcOpKjikiIKkVRJCwO1408xVTIXzbc1eTjMNv1ZJ+IavJ+6kJB9nlrKLNmzeLdd9/lvffe448//iAtLY3s7GzuuOMOAObOncuNN97o2f+OO+7g0KFDzJo1iz/++IP33nuPxYsXc999p9I3TZw4kUWLFrFkyRKysrJIT0/n0UcfZdKkSWg0mmpjaA+IKUhBuyG3NIyEsFKvJ8Kk4FIOqi4XuSypOFVQHDKSpLLv6kcCNVSBoEVRbDVy25abeXfIB03eV3xoGZUOHaoq4VBkyiwGkKDYHIRe46DEHtTksVnDv32AjWOfa9I+WjJTp06loKCAp556ipycHPr168eKFSvo3LkzADk5OV6aYCkpKaxYsYK0tDRef/11kpKSeOWVV/jLX/7i2eeRRx5BkiQeeeQRjh49SmxsLBMnTmTevHnNfnwtBWGACdoNZTmhJISVepXtKYoDQKN1XdDVk8aZqko8uuNKluwezN6rhCEmaN9oZYUtx5Obpa/00QsY/d196LROHIqMw6lBklSsVi2EgiwpWJxNu0AmKIC6X6fjVCWcPiw8aGzdu+66i7vuqtnT+MEHH1QrGzVqFFu3bq21Pa1Wy+OPP87jjz/eqPE0lN9++63e+w4YMKAJR1I7wgATtB/k6lOKpWYjkqQSZLBRYXatCpJlFUlSmROzlaXyOc09SoGgxXHgeAxGo52///J39pfG0NlUhCypxBrKeWHgUr/35865WGEzEGsqp6AiBFlvx+LQUWozNrkwaqDjvqrSmDiu0+u3RwYNGoQkSXWu3gRwOps/xyeIGDBBO+LgtPu93jsUl+SqrFGxnVwJuX/qwyiKxD8Hfc3/yhMDMEqBoOUhSSpdIguxOHXIqOwujGNrbkeCZFuT9utajaxid2iotOopKg9GKyto5cDcMAOBqsooPmxqO03GnZWVxYEDB8jKyuKLL74gJSWFN954g23btrFt2zbeeOMNunXr5pUuqbkRHjBBu6XCZkCrUXA4ZWy2U6fC/qkP88If61h2ZBChwe03UaxA4Gbf1Y/Q98sn0MgqcaFl2BUNQxKzsSpNewsJ0tvRygpGgx1zpR6dzolJZyWv0kRqRlqL8lQJWhbueDWAq666ildeeYUJEyZ4ygYMGEBycjKPPvooV1xxRQBGKDxggnZGXFC553W4sZKwIIvXKkg3n2efQ2F5ML2j8ppzeAJBi0VRZBLCStFrnBi1DsK0FhL1JYz+7r66KzcSg8aBSWcjMsiMVuv0rEzWygq9w9rHuelE8nlr7+zYsYOUlJRq5SkpKezatSsAI3IhDDBBuyKv0uR5LUsqBo2DMJO3l+urA4MoKA1BVSXK7WdWixYI2gvSyVyMYTorfaJyOVYZQVdDHqF6K3N++2uT9Nk3PJdyu54Ig4WwICuyrKKXHRg1DrLNke0iybyi+qoFFugjCDx9+vTh6aefxmI5da23Wq08/fTT9OnTJ2DjElOQgnaFO6UJuFKcRAeZCdHZKKswoigSPT57ms/PL0CjUZAkFX07ijURCM6EU5GRJZXk4CK6GE6QrC/khCMUi1NLZmEyqRlp9A7L49Vz/u23PvNtJrSya4VymcVAtKkCk8aGzqBw2BzR5MH4grbBm2++ycSJE0lOTmbgwIEA/Prrr0iSxP/93/8FbFzCABO0K9zGF7g8YOV2PTanxqN6L2sUVpT3x6B3XdibU3lbIGjJBBttKKrE0cpwiu1BnBN7kMO2U0KlwVo7hfZgv8ZmKapEmM5KodWVweLsqCNkm6MI01lQVKldPCC5g+l9qd/eOe+888jKyuKTTz5h9+7dqKrK1KlTufbaawkJCQnYuIQBJmhXpI9eQGpGmpcnLCG4jMNSJFqtQliwhf8dGsRfuvzKD3k92u0S7pbE8gMDmNi1/po+gqYhOrgCRZXIt4RQrjHwr8MTcCinbu5mhw7zSbV699Sgr4aYVlJ4oMMKpu+dSqypnG2FHQnS2imwBGPQOCh36H1qvzWgIKH4EMflS922RHBwMLfffnugh+GFMI0F7Y6sX5I9xpeiShTbXE/XYcEWHIqMXutkY2EKWlkRBlgLoJuuINBDEADfXfQSAEaNA4tT6zG2mgK34WZx6uiskdHKChpZQSc7UVSJoopg9LKzXXjABP7h448/Zvjw4SQlJXHo0CEAFixYwFdffRWwMQkDTNDuUDp6B91rJYWk6BI2X/oMQTo7FoeWi2L+FMZXCyHT0jwK7IK60ctOLE6t57VNadocflrZSYlqd+VsVWT6ReQQrLXTN/Y4eo2zSY3AloJbCd+Xrb2zaNEiZs2axfjx4ykqKvIIr0ZGRrJw4cKAjUsYYIJ2R7fEE57XlQ4dNkVDYnAZM7b9jbjgcuJCyonXlQB4bjaCwNGYZMKCpqGqwdXUxhdAviWEz0v7A6CRFQ6Ux6CVFaIN5dicGk+AflvGFxFWX+PH2gqvvvoq77zzDg8//DBa7alr+pAhQ9ixY0fAxhXQb2bRokUMGDCAsLAwwsLCGDp0KCtXrvR8rqoqTzzxBElJSQQFBTF69Gh27tzp1YbVauXee+8lJiaGkJAQJk2axJEjR5r7UAStiH1H4zyvjxeFoagSeZUh7CpJoGNQMWE6KxEac7u4uLcGbuqxgTf2XBToYQgCgCyprDh+lscbXWYzcNxsQlElZEn1ikETCGojKyuLs88+u1q5wWCgoqIiACNyEdBfb8eOHXn22WfZsmULW7Zs4eKLL2by5MkeI+u5557jpZde4rXXXuOXX34hISGB1NRUysrKPG3MnDmTZcuWsWTJEn788UfKy8u5/PLLA5bbSdDy6d7hlIBjl1hXfJFWVtDLTsK0lfQJzSFJW0znkCIxDdlCSA3ZE+ghCAKAXnaeTD2kIEsqmpMPRbuL4z3nbFtHwRcNMN8C+NsKKSkpbN++vVr5ypUr6du3b/MP6CQBNcAmTpzIhAkT6NmzJz179mTevHmYTCY2bdqEqqosXLiQhx9+mClTptCvXz8+/PBDzGYzn376KQAlJSUsXryYF198kTFjxnD22WfzySefsGPHDr799ttAHpqglaGVFRRcT9VnBx9Cj5PjllBkSagYtgRyHcGBHoIgAFicWo+Xy+31kiWVZFMxwVobYfq2nypMPbkKsrGb2koNsHPOOYeioiIAnnrqKcxmc6Pbuv/++7n77rtZunQpqqqyefNm5s2bx0MPPcT9999fdwNNRIvx3zqdTpYsWUJFRQVDhw4lKyuL3Nxcxo4d69nHYDAwatQoNmzYAEBmZiZ2u91rn6SkJPr16+fZpyasViulpaVem6B9o5UUKux6thYlo5McrDefkqBoD2rbTU2X11/0qf6Wyq58f7CXn0Yj8JVAPphY7DoUJEK1FkptRu7del3AxtIc+KaCL7VaL/4ff/zhmR588sknKS8vr6NG7fz973/n8ccf54EHHsBsNnPttdfy5ptv8vLLL3PNNdf4NM433niDp556qlF1Ax5hvGPHDoYOHYrFYsFkMrFs2TL69u3rMaDi4+O99o+Pj/csIc3NzUWv1xMZGVltn9zc3Fr7nD9/Pk8++aSfj0TQ2pAl1XNxUlQJ3clVXe/njCDBWIpDlRkXv4vVxwPnom4rRPzh27OeE4lcR4R/BiPwmea4qbs1+04n1GDBoWgwaW0ADAnNavKxCJqfQYMG8fe//53hw4ejqiovvPACJpOpxn0fe+yxOtubNm0a06ZNIz8/H0VRiIuLq7NOffjiiy/Iysqq1xhOJ+AGWK9evdi+fTvFxcV88cUX3HTTTaxdu9bzuSR5n+iqqlYrO5269pk7dy6zZs3yvC8tLSU5WSx1b0/sOxpHz47HgZOGGBJ6jZMwnZVIfQUROjPdTflYFR1/S/olwKNt/cQu2gSvNb5+sq6QYNnqV5V1QetCrpKIO1JfgUFyZauoUNp2vtb2qoT/wQcf8Pjjj/N///d/SJLEypUrvVYwupEkqU7jp7KyElVVCQ4OJiYmhkOHDrFw4UL69u3rNYPWGL777rtG1w24AabX6+nevTvgWhL6yy+/8PLLL/Pggw8CLi9XYmKiZ/+8vDyPVywhIQGbzUZRUZGXFywvL49hw4bV2qfBYMBgaNsnraB23E/WiirhUGSMWgcORfZsCcYSwrVm+gQdY3tFJ4JlW6CH3KpJla/COvE8n9o44QjFSbgwhlsZ/jaYtbKCjEqErhInMlcnbuGmHrWHm7QFfJ1GbK1TkL169WLJkiUAyLLMd99912iv1eTJk5kyZQp33HEHxcXFnHfeeej1evLz83nppZe48847/Tn0ehNwA+x0VFXFarWSkpJCQkIC6enpnuWjNpuNtWvX8q9//QuAwYMHo9PpSE9P5+qrrwYgJyeH33//neeeey5gxyBo+TgUl7p2t7ACDldEeMqLK4MoDTGSbw8lXltCnL6UfsbDgRtoGyEk0/e/oVnRc2nILj+MRtBYapsWbA7cHjC9xkmxPYhoXQWFDpPwirYDFMU3SaCtW7eyYIHrN/L555+TkJDAtm3b+OKLL3jsscdqNcC+/vrrevcxadKkBo8roAbYQw89xPjx40lOTqasrIwlS5aQkZHBqlWrkCSJmTNn8swzz9CjRw969OjBM888Q3BwMNdeey0A4eHh3HrrrcyePZvo6GiioqK477776N+/P2PGjAnkobULui2dx/6pDwd6GI0ia08iPfocxV5FTFJVJWJCKthdFE9SQglH7FF01BWypTKF1ACOtS2Qc0WKT/VDNRYKHTXHfwjaB1rJdRN2KDIOVYNV1VHoCGnzxpfIBeli//79LFy4kD/++ANJkujTpw8zZsygW7duddY1m82EhoYCsGbNGqZMmYIsy1xwwQWemPKauOKKK+o1NkmSGiV9FVAD7Pjx49xwww3k5OQQHh7OgAEDWLVqFamprtvdAw88QGVlJXfddRdFRUWcf/75rFmzxvOHBFcuJ61Wy9VXX01lZSWXXHIJH3zwARpN06s0t3daq/EF0Ou9Cmz/krEpGgrNwUQEVaLTOLE5NaiqhEF2YHYaQIeYgvQDyrgin+obJTs62cFvtkTEWsj2iUOVkSWVGEMFTlXCrsiYnSGBHlaT016nIKuyevVqJk2axKBBg7jwwgtRVZUNGzZw1llnsXz5co/NUBvdu3fnyy+/5Morr2T16tWkpbm8uHl5eYSFhdVaz1fPW10E1ABbvHjxGT+XJIknnniCJ554otZ9jEYjr776Kq+++qqfRydoy1QmBqMoFeRVmrA5TxnrdkVDqMFCvK6EMsVIJ11hAEfZdrD8Fklv+1PsntLwlUIAsqRgV7TCC9bOMWltBGlsROsqcCJTWNn2DTABzJkzh7S0NJ599tlq5Q8++GCdBthjjz3GtddeS1paGpdccglDhw4FXN6wmhTym4sWFwMmEDQHIRv3UzY9DK2sEBV8SuDPoHEQpreyy5zEqLDdZNujGCxiwHxGe1YJHSJKGl3/qm6ZzNt5ORa17SdfFlQnQm/BpLMQpLETravweHXODz8Q4JE1PcID5tIE++9//1ut/JZbbqlXMu2//vWvDB8+nJycHAYOHOgpv+SSS7jyyitrrffKK6/Ue4zTp0+v975uhAEmaJc4CotwOCOxSlpPehPPZyeVtzMrUjDIDi4NEQZYY0mVrwJJ9sn4ctPTmENqUF7dOwraJDZFS4SuEo2koKgaNCjsrYyvu2IrRxhgEBsby/bt2+nRo4dX+fbt2+u9MjIhIYGEhASvsvPOO/PqbHfgfl1IkiQMMIGgvqQ7lzJ0zRw0J3PMVcXs0HGkMpKOQUXIkkqYJCRLfEEOMuKPSIqeujx0UuvUNBL4RqTeTKzelQPYWUXXSqQKax9MmzaN22+/nQMHDjBs2DAkSeLHH3/kX//6F7Nnz66z/kUXXXRGbdDvv/++xvKsrKYV+RUGmKDdYtJbgVOSFG5kScXm1FBoC2FCxK9kOy1YDnekf/KRQA21VaOYzUCUz+2kaCUMkg4ltydywp++D0zQKAIhRRGmc+V81MlOz8plq6rDpLE26zgCgfCAwaOPPkpoaCgvvvgic+fOBVxpB5944ol6eZ4GDRrk9d5ut7N9+3Z+//13brrppgaNxWazkZWVRbdu3WoUhm0IwgATtFvsTg0GrYNKu55Qw6mkvu4LXoSuki3mruTp88U0pC8MHQgU+NyMRpLYZnMwWK8XRlgrocxq9Kl++ugFjF83A4Nkx65qkFXVY4SFaSo5O/igfwbaglHxTUqiLfgIJUkiLS2NtLQ0yspcntCqagh1UdtU4hNPPFHvHJNms5l7772XDz/8EIA///yTrl27Mn36dJKSkpgzZ069x+NG+PMF7RaLQ0eMscLL+HKjIGFXZXSSky66fDIqE2poQVAf9l0T5Jd2yhQ7Z+u1lCqVfmlP0PSEGiw+e8tiDK4VjzrJiaJKdNQXYpAdlDsNTOz6m59G2nJpr8m4ayM0NLRBxteZuP7663nvvffqte/cuXP59ddfycjIwGg89WAxZswYli5d2qj+hQEmaLcoqkReZc2yBlpJQVFlnEjEacyEyeKm31i6z9jkl3YSOhzDqSqEyUEoKIxfN8Mv7QpaNmannuPWUMqdBsqdBkJlC+FaM4NCsgM9NEErZ+PGjV7G1Jn48ssvee211xg+fLhXPFnfvn3Zv39/o/oXU5CCdovhrSiYcRSjxoHF6X0qyJJKkMZGkT2E/Y4ocu0RgRmkwAvNySB8GZk/cxqXF07gH44URdAxsrjGz8ptBk+MpT8I01qocBoIku0eb9i13X/2W/stGRED5jtTpkzxeq+qKjk5OWzZsoVHH320Xm2cOHGixhWXFRUVZwzwPxPCAyZotziCXCdNme3UKkf3xcri1GJVtMToyumtK0AjNa0isqB+7LRZsasOoHVnYmgLVOaEeCRbTsdZS3lj0MsODLIDreR0CfKqGkLkth9870ZMQfpOeHi41xYVFcXo0aNZsWIFjz/+eL3aOPfcc/nmm288791G1zvvvOMRdm0owgPWhnj4tynMG/C/QA+j1ZAzUqUHoNO4YktkSfVa1l5iD2KfGgdhYFdFaquWQLzGiU4KolK1EiQC8QNKj75Ha/0s3Oi/KXvtSaPrqDmCK+O3AVDm9C24X9B6sNvtjB07lrfeeouePXs2qo3333/f53HMnz+fSy+9lF27duFwOHj55ZfZuXMnGzduZO3atY1qU3jA2hDC+GoYKT1zAAg7barE/cToUDQEaWwESxLnGg829/DaDLJe77e24jQmFBR22cVTfUugNg/YiQpXbKXd6fuDi03REqk109WUT7KugChNOb+U+pbc3RdS5auatb/27gHT6XT8/vvvjZ7m8xfDhg3jp59+wmw2061bN9asWUN8fDwbN25k8ODBjWpTGGCCdotb+6vUZvB4vtyeMIfiSvxrVzXssofi9GEZeHtH7pzs9zZ3W8Wq1JaAVq4+NX+iwkTwRxGAy7vsK0uHvomChEF2ECJbKVOCApqCqPT6oUwOv7HZ+lNVyeettXPjjTfWmTu6Oejfvz8ffvghv//+O7t27eKTTz6hf//+jW5PTEEKBOA1Bel+YjQ7dCQYnSRoyomS24KaTmDIGxVPFP5bseZUFbJtMYBIlB5I7E5NjQZWbEg5B8+Owp9psneUdqC3KdfVr6rBrPjPq9pQfv5oFqWv3UZ4eHjAxtDesNlsvPvuu6SnpzNkyBBCQrx/XS+99FKTj2HFihVoNBrGjRvnVb569WoURWH8+PENblMYYM1EakYa6aPrl1dK0PxUjf1yvzbprFQ4DegkFU2A3d+tmcKRFj/o4LtQUNBJWmK0ZSL+K8CcybvV5QL/SkRE6yuI1FXws7k7aX3W+LXtlo6C5JMQqy91Wwq///4755xzDuASQK1Kc01Nzpkzh2effbZauaqqzJkzRxhgLRlhfLU83ClVqnq9qlJsCyJEayNW1uBsE3rSzYs7VqZLUr5f2y1XLJgVkZ+zJVGbN8xfXBGdyV5rQrtcDCNkKOCHH37wSzu+pBHau3cvffv2rVbeu3dv9u3b16jxiBgwgaAWwnRWYvTlLK/ogEnyfcpjz+EkP4yqdVF63VC0VRKe+6qKrk3Yh0HS8rew3/0xPEEjOf2BsimNL4BB+kKmhO6kr7H2lZeCts++fftYvXo1lZWuVbaqWr8HY7PZzK233kpwcDBnnXUW2dkuD+306dNr9GrVRHh4OAcOVI893LdvX7Up0foiDDBBu8eocVQr08oKRo0dRZXYWdkRB77fYErVwMWtBIQLBhJ08zHA9RSul501Bm03FKvqwCi1P09Ie2e7NZYeuvYX9yeC8KGgoIBLLrmEnj17MmHCBHJyXCvYb7vtNmbPnl1nfX+kEZo0aRIzZ870Ur3ft28fs2fPZtKkSQ08IhfCABO0e/Sy0ysGDFzeL4tTB0CfoGNo8f2G/6vF/6sBWzLaogqPZ0SWVKIMZm7p8KPP7f63vDOHnWJKuD1hkGRGGIv4V+7YQA+l2WnvMhQAaWlp6HQ6srOzCQ4O9pRPnTqVVatW1VnfH2mEnn/+eUJCQujduzcpKSmkpKTQp08foqOjeeGFFxp+UIgYsGZDEaKRLRZ3kKpWVjy6RsFaK2aHgQ6GIgYZDlOgOPF1AlEnNe00TUsiVb7qpP6XK3VHQlAZETozo4NyfW77kDWGEUGNy70maJ1EysGUKxYOlUcGeijNjq9erLbgAVuzZg2rV6+mY8eOXuU9evTg0KFDddb3Rxqh8PBwNmzYQHp6Or/++itBQUEMGDCAkSNH1u8gakAYYIJ2T6TejMWhxaac8nJF6CoxaWzEasuI0jjADyuJJoQcovRYJ8KS2kkS4f49gWIALo/ezglHmF+a1UgKBYpQQm9PKCiEJWWT3v7CKAW4DKWqni83+fn5GAx1L8hxpxG69957gcanEZIkibFjxzJ2rH88scIAayaE96vlopWcXku1TToblU4dhysiidWXcY2piCLF7LMXU4dMlkNloD8G3dKRZKgSIBsmVzIu9ATBcpDPTRtkOwP1Tg4eSaRLxxyf2xP4B4ci+yXGryayHGZ6NEnLLR/Vx2nEtuABGzlyJB999BH//Oc/AZchpCgKzz//PBdddFGd9ZsijZA/EDFggnaNLKmUOYzo5VPTg3rZSYSuEllSyaqMBlxTIL5ikg3VYs3aLKrC4XGnhCo/KzgPjSQh++GSE6st40dLCBssnXxuS+A/msr4AujR8ViTtd0Q3Kt4J6+f02x9qrieZRq9NdtIm47nn3+et956i/Hjx2Oz2XjggQfo168f69at41//+led9ZsijZA/EAZYFZripFJyG5c8VNA8rB61EIei8RhGetlJ95A8DldGEmMsx6ZoKVcsfulLm7CP0HYQB+bW/+qQ6ppqtTq1ZD3QiyDJP9pdh6wx2FQt0ZoyKnI6+6VNQdPiq/xIS8Etv/HViPpJFwj8Q9++ffntt98477zzSE1NpaKigilTprBt2za6detWrzb8nUbIH4gpyCo0xUklph5bBxF6M2aHDofqeiYJ0tgpsgUTrLGh86PkwS57NF381lrLRZuUiFvcw6BxcOAyA/sd5XTTmvzS/j5rAn2NRzjhtPk15Y1AcCbcGU2a0wOmICG1cyV8gISEBJ588slG1W2KNEL+QHjAqnDP1jsCPQRBAIjUVzA6Yg8ppgKCtXZ0shOt5MSktRKksWOQdH7r66At1m9ttWSybk3xvJYllYxrnkfx41xIL+Mx9loTsLaB+JbWSnvL7qHk9vRMszanB0zogMGFF17IQw89RHp6OhUVFQ2uP2fOHJzO6rMP7jRCtVFaWlrvrTEIA6wKhysiAj0EQQDYXxbDqKAs/h7zI91M+dgVDRUOA+UO15RZhsV1AVPwPcbl0pDdPrfRGki+KBuTzsYDnVexstcKOmhCMfgp/u3K8EzGBrnSEX1VNpBdhzv4pV1Bw+kX0X4WQcgJfxJlMLeZ6dTWxOWXX87WrVv5y1/+QmRkJEOHDmXOnDmsWrWK8vLyOus3No1QREQEkZGR9doagzDAqiDm9dsnCUFldNSGUKCEYFdkwrWVhGitmLRW5id9xy5LB6yqHafquwEWr2k/avjldj09dMWe9520oX5pt6tWRUbm/OD9lDmN7LXHsv5gd7+0LWgYg0KySQpu3NN/ayM1I40HEusW/fQ3QojVpWS/atUqioqKWLduHZMnT2b79u1MmjSJ6OjoOus3No3QDz/8wPfff8/333/Pe++9R1xcHA888ADLli1j2bJlPPDAA8THx/Pee+816rhEDJig3WN26nGqCt20hZg0VsqcRkxaGwmGUkoUJ3sr4/m3bOeWsOM+9+WPVYCtBZPORqhcPX7OVzmPiKTDKLk9WVveG0WV2FzelbujNwlZigBglOyEaS1EhJvZVZJQ635NuUKyuXit21J6JR+DA2lcu6nu9Df+wr2a0Zf6bYW9e/fy66+/8uuvv/Lbb78RFhbGiBEj6qznTiO0bNkyT9B+fdIIjRo1yvP6qaee4qWXXuJvf/ubV7v9+/fn7bff5qabbmrw8bSfu4FAUAulNgOZNqhQtdhVl8GglZyYNBYSNUamRGZSoRioVK0+9/WbzecmWg19Q3P8It9REwqKJ7hYJzv5srxXjcaeoGk5Zo9kTMROzg+t7l2oSndTfjONqOnolXxKCqPC7r+4UEHdTJ06lcTEREaNGsW3337LsGHDWLVqFfn5+SxbtqzO+v5II7Rx40aGDBlSrXzIkCFs3ry5wccEwgMmEACwwdyDzvp8dJITjaQQrLHSVZ+HXXVyngEgm0MOB9WjCBpGH13bl6EAlyhngb1p1yd2Mxxnd2USZwcfYktFClusYYyru5rAj6wr7MHlnX8nVtawVGvH7KjZMHkhcWMzj6zpSAouJbvCP5Iq9UGkIoLPPvuMmJgYbr75Zi666CJGjBiByVT/FdX+SCOUnJzMm2++yYsvvuhV/tZbb5Gc3Lg8v8IAE7R7TDobO8o6Yje5PCjhmkrOCTrICCMo6LGrTkYY4aDD92kUg9Q+TrlKu57OQQVN1r6MzCDjEXaYk9FJDvoEHSNJW8rSfecytfsvTdavwJu+oTnkOoLpaHDSKbiI3aWn8u1pZQWtpOBQZXRt6Hf/4XmL+dv3NzRbf8IAg8LCQtatW0dGRgaPPPIIO3fuZODAgYwePZrRo0fXS0bC1zRCCxYs4C9/+QurV6/mggsuAGDTpk3s37+fL774olFttp2zQiBoJMsufJ3bt9zEj/ndOTfqEGZFj1Gy40oeJGOQXDP1FarvU1yGxDNP1bQVzDYdw4P/BGRKlUpXFgA/RjwUKWaKnUZ0kpNYTTkHbbH00RnpoyvyWx+Cupk34H98dWAQUMJfo37hhYpxWJxaUkyF2FWZII2dSmfbm657a8jrLOGTZulLUSUkH4yothCEHxERwaRJkzzxWvv37+fpp5/mpZde4oUXXqhRYuJ0KioqWLt2LdnZ2dhs3rEg06dPr7P+hAkT+PPPP1m0aBG7d+9GVVUmT57MHXfcITxgAoEvFNhCsCkaiuzBROsq6KqzAa4bR6Vqxaw62GrpzOo/xnFfn9WBHWwrwKhzkKytAELRSTJHHC7tnk7aUBQUn00xk6TnPIPCHuMJdlsTUFT/pDkSNJwu2gKyHAqgQysrRGgsXBOziRDJhkXVESpbAJE8XdB4CgsLWbt2LRkZGWRkZLBz506ioqKYPHlyvXJBbtu2jQkTJmA2m6moqCAqKor8/HyCg4OJi4urlwEGrmnIZ555xtfD8SAMMIEAVyA+wJHKSGRJxVll6ZAWDdGygS1lKewqiee+PoEaZetA0uoIN1YSrzGSYZE43wA7bLGccIQx0ZRFsKT1+cKTYTFyjqGEY7ZIjLIdg2wH8ItxJ2gYHxReyLVRmxhisGLU2OljyiVUtnLYHkmZEsQNoa0/AD+QiFWQEBsbS0xMDCNGjGDatGmMHj2afv361bt+WloaEydOZNGiRURERLBp0yZ0Oh3XX389M2bMqLXeb7/9Rr9+/ZBlmd9+++2MfQwYMKDe43EjDDCBoAqlNgO77AkcijRwQjGToFEpVlS6aU08HP8DS4N9DcNvBwzuQ5ThKH/YnQw12Nhm01DoNFHiDCajMoFO2kLO97GLgfpiLKpKiiGPQcYjJGsk7KoOnaSl29J57J/6sF8ORVA3CwYtYfmBAfTSFnNN3GZeOXQx2ZYohoXtY2roYcDgWrWa2x1tQu2il4KacRlgvsSA+XEwAeLXX39tkMF1Otu3b+ett95Co9Gg0WiwWq107dqV5557jptuuokpU6bUWG/QoEHk5uYSFxfHoEGDkCQJtYY/qCRJ9ZoGPZ2APizOnz+fc889l9DQUOLi4rjiiivYs2eP1z4333wzkiR5be4AODdWq5V7772XmJgYQkJCmDRpEkeOHGnOQxG0IXqGnkCWVAqdweyyhZCk0VGuWIiUjdwevj/Qw2vxrNn4KAB9dBoMko4fK3pxyBpDoSOE38ydWFnW8CfF0zFKGjLMndldmcR/i89lh81AnlIJwIQeu3xuX9Aw1pb1QSNJXBZczncXvcS7Qz4gRLZyzOnyTMon/wkEjcFtfJ04cYIff/yRn376iRMnTtS7vk6nQ5JcRmx8fDzZ2dmAa3Wk+3VNZGVlERsb63l94MABsrKyqm01ibzWh4CeEWvXruXuu+9m06ZNpKen43A4GDt2bLVcT5deeik5OTmebcWKFV6fuwXWlixZwo8//kh5eTmXX355oyxSQftGKysU2oP5svgcnEjstibyYsFAPi/vxE67g+NOS6CH2CowO3TIJ3W6ZEnBrmrQSU7sqga74vtihkLFQZkSVOW9ifCTOTtfPeffPrcvaBgvDFzKEYcds3IquLlCMZCiPaUD549UXu0RkQvSFUB/yy23kJiYyMiRIxkxYgRJSUnceuutmM3mOuufffbZbNmyBYCLLrqIxx57jH//+9/MnDmT/v3711qvc+fOSJKE3W7niSeewOl00rlz5xq3xhBQA2zVqlXcfPPNnHXWWQwcOJD333+f7OxsMjMzvfYzGAwkJCR4tqioKM9nJSUlLF68mBdffJExY8Zw9tln88knn7Bjxw6+/fbb5j4kQSslxVSILKloJYVCazDBGhuvH7uEI7YodpR2oMQZjE5S2GuPCPRQWwUWpyu64RernWRdIYBH5Fb2Q07Irh1zOGp15V9TVIlt5s7kK3af2xU0nnv2T+XtklMBkjn2CKyq6zspVSr5014ZqKG1alQ/bK2dWbNmsXbtWpYvX05xcTHFxcV89dVXrF27ltmz685K8Mwzz5CYmAjAP//5T6Kjo7nzzjvJy8vj7bffrrO+Tqerl+BrQ2lRPuGSkhIALwMLICMjg7i4OHr27Mm0adPIy8vzfJaZmYndbvfS9khKSqJfv35s2LChxn6sVqtfMpkL2g4G2eFaSSepzEpewz5zLEfLwil3GhgetZc/KhJ57til7LEmBnqorQKjxoFO0pKstTIq6CjBGmuTLoeP1FYQI7c9uYPWRProBdVWCAdJBo/na7+97px9AkFNfPHFFyxevJjx48cTFhZGWFgYEyZM4J133uHzzz+vsc7XX3+N3e56ABgyZIhntWRsbCwrVqygtLSUrVu3MnDgwHqN4corr+TLL7/0y/G4aTFB+KqqMmvWLIYPH+4VbDd+/HiuuuoqOnfuTFZWFo8++igXX3wxmZmZGAwGcnNz0ev11bKRx8fHk5ubW2Nf8+fP58knn2zS4xG0LroGneBAeTQdgosZabTyXEUEA6KPsa8sli7GfMocBkptRn4pTfG5L19zIbYGyu16CpQK9tpNRMiVmJ0GZElFxpVp4NEdV/LP/v55orzAtI9DthhMspA6aEk8fNb/ceJYB6LlEA45oMtJT6igYQghVjCbzcTHx1crj4uLq3UK8sorryQ3N5fY2Fg0Gg05OTnExcXVuG996N69O//85z/ZsGEDgwcPrpbEu75SFlVpMQbYPffcw2+//caPP/7oVT516lTP6379+jFkyBA6d+7MN998U+vKBXAZdO6gu9OZO3cus2bN8rwvLS1ttJCaoG2wrrAHUQYz54ceIMdZSZjeSpKxGIPsYI85gX1FMXQKL6bU7vtNfkl5JNf6YcwtmaOFEey2BbG1sgvjTDsJ15opcQSf9IL51/F+whHGxSF7UAjCqSo0X5IYQV3oTn7XeU4Tw40ifrJR+DqP2AbmIIcOHcrjjz/ORx99hNHougZXVlby5JNPMnTo0BrrxMbGsmnTJiZOnHhGe6C+vPvuu0RERJCZmVktTEqSpEYZYC1iCvLee+/l66+/5ocffqBjx45n3DcxMZHOnTuzd+9eABISErDZbBQVeStg5+Xl1WgxgyumzO3GdG8CQb41BBmFBSdGU2ozsL8iljxrKEfNEfSNPo6MSrld73M/w4zZ/JLdxfcBt2ASPjLy9vHRFDpC2G2LI0lX7PnM7oeMAlWZaMqity4EGRmN1CIuaYKTHHK4hIy76ErIV4QB1ih8DcBvpAfsjTfeICUlBaPRyODBg1m/fv0Z91+7di2DBw/GaDTStWtX3nzzzWr7FBcXc/fdd5OYmIjRaKRPnz7VFtXVxMsvv8yGDRvo2LEjl1xyCWPGjCE5OZkNGzbw8ssv11jnjjvuYPLkyWg0GiRJIiEhwSNDcfpWH2pa/ejrKsiAesBUVeXee+9l2bJlZGRkkJJS9/ROQUEBhw8f9gTUDR48GJ1OR3p6OldffTUAOTk5/P777zz33HNNOn5B26GHKY8/ShMIka0EaezoZSd5FhNxxnKSgoo5UB6DLKlEGXwPJO6kDWVDeSTn+mHcLZV1X9/PlT/djUZS+L0ymXGhO/ijMgkAq6JFI/tvRVyFohB90u46XeogNSMNo8bB8hGv+q0/Qf350x6HUcoBILyVx+jd8PNtfHz+u4EeRrOwdOlSZs6cyRtvvMGFF17IW2+9xfjx49m1axedOnWqtn9WVhYTJkxg2rRpfPLJJ/z000/cddddxMbG8pe//AUAm81GamoqcXFxfP7553Ts2JHDhw8TGhpa53j69evH3r17+eSTTzxpgK655hquu+46goKCaqzzxBNPcM0117Bv3z4mTZrE+++/T0REhE9/F38TUAPs7rvv5tNPP+Wrr74iNDTUE7MVHh5OUFAQ5eXlPPHEE/zlL38hMTGRgwcP8tBDDxETE8OVV17p2ffWW29l9uzZREdHExUVxX333Uf//v0ZM2ZMIA9P0IownQwSP9eYy7+PD8V2Uirh+rgNbKzoQYElmNigCswO/9xENO1gSf55kVmYnQacwAZzDzSSgqJqPH9rf7GsrD8zIg8CYFcdXlOQ6aMX8PBvtYcqCJoWu6qlV/IxfsnuQpdW7p0MlPEVCCX8l156iVtvvZXbbrsNgIULF7J69WoWLVrE/Pnzq+3/5ptv0qlTJxYuXAhAnz592LJlCy+88ILHAHvvvfcoLCxkw4YN6HSu62hD5BuCgoKYNm1ag46jd+/e9OrVixtvvJEpU6bUy9irjaphS1WRJAmj0Uj37t2ZPHlytUWEZyKgZ8SiRYsoKSlh9OjRJCYmeralS5cCoNFo2LFjB5MnT6Znz57cdNNN9OzZk40bN3r9IRcsWMAVV1zB1VdfzYUXXkhwcDDLly+vt2tRIAjWWHm962fEyUFMit0OQIyxgv22ePJsoaiqhFZSPPIKvjIuuOYFIm2J7objHkMr327CqbouN4oqEa71nyRBvM61erpStdY4BTlvwP/81pegYWRZXSKWhc5gvjZH1rG3oCb8pQN2+sp/q9VaY382m43MzEwvZQGAsWPH1qossHHjxmr7jxs3ji1btnhWIn799dcMHTqUu+++m/j4ePr168czzzxTb73OPXv2cM8993imIO+55x52795dZz1VVfn0009rXZRXX7Zt28bixYt5++23PXkp33nnHRYvXsx3333HrFmz6N69O7t21V8IOqAGmKqqNW4333wz4LJ4V69eTV5eHjabjUOHDvHBBx9UC5g3Go28+uqrFBQUYDabWb58uQiqFzSI+/qsZn2l62ksVuuSJZmWsBa7qqFXcC5dwgpJMJYSY6w4UzP1xiQb2rxnpouuwOu92xhzIlPiqHnaoKFU1RTbY1eF2noLwyDb+f5gLyyqnr+ElDVJH+PXzSA1I61J2m5LJCcnEx4e7tlq8mQB5Ofn43Q6q8VQn0lZIDc3t8b9HQ4H+fmuXKAHDhzg888/x+l0smLFCh555BFefPFF5s2bV+fYP//8c/r160dmZiYDBw5kwIABbN26lf79+/PZZ5+dsa4sy/To0YOCgoIz7lcXkydPZsyYMRw7dozMzEy2bt3K0aNHSU1N5W9/+xtHjx5l5MiRpKXV/7fYYlZBCgSBZnLIMT4oTWFNwVmAa3XdPnM8Bo2DEI2NIaFZHLHV371cG3LCn9hzunJ39Caf22rJPHTgSi6MOeClfG9VdQTJNr9NQSqqxJUheYCOQXoj5YoFsaSm5eDWBWtK6ZWVI2sOwm4z+BBI76kPHD582GvBmcFw5vXCp68arGslYU37Vy1XFIW4uDjefvttNBoNgwcP5tixYzz//PM89thjZxzLAw88wNy5c3nqqae8yh9//HEefPBBrrrqqjPWf+6557j//vtZtGhRo3NKPv/886Snp3v9DcPCwnjiiScYO3YsM2bM4LHHHqvmCTwT4nFRIDiJSTayuzKRUpuBYK2dH0p6U+7Uc9gcycSobUwIOcTvZUl+6Wu/w0qCxuSXtloqiip5GV8G2YHVT1O4AB0MRciSyhGnlf2OcgBKVKGGfyYC5Snyp/E1ft0MrvzpbiBwx9OcuGPAfNmAaiv/azPAYmJi0Gg01bxdZ1IWSEhIqHF/rVZLdLRLgDcxMZGePXt6hQb16dOH3NxcbDYbZyI3N5cbb7yxWvn1119fr6nF66+/ns2bNzNw4ECCgoKIiory2upDSUmJlwi8mxMnTnjE3CMiIuo8lqoID5hAcBK76qDMYUQvOwnTWYjQVTLUtI93j46gk7aIaDmEuxK+90tfUXIbEOepgwGRxzyvTVqXBEGYttJv3q8cWwQA8bKWP+waumkhURNy5kqCVk/VWMz00QsCPJq2h16vZ/DgwaSnp3sWuwGkp6czefLkGusMHTqU5cuXe5WtWbOGIUOGeALuL7zwQj799FMURUGWXb6fP//8k8TERPT6M8v7jB49mvXr19O9e3ev8h9//JERI0bUeUzuxQG+MHnyZG655RZefPFFzj33XCRJYvPmzdx3331cccUVAGzevJmePXvWu01hgAnaBCMnPc+6r+/3qY3tNpUccxjBWjs2RUtWRQyKKjE+7ndCZQcFSgUH7cnUfbrXTdxJ79eMbX/j5bP/44cWWx4ORYOsUVFUiXKH/1XqFVVCJzv53a5Fg0qRYsaqKvjHR9k2aQsGS4yxnPfPfT/Qw2g+AiDEOmvWLG644QaGDBnC0KFDefvtt8nOzuaOO+4AXGLmR48e5aOPPgJcmluvvfYas2bNYtq0aWzcuJHFixfzn/+curbdeeedvPrqq8yYMYN7772XvXv38swzz9RLwHTSpEk8+OCDZGZmcsEFFwCwadMmPvvsM5588km+/vprr31P56abbmr4H+E03nrrLdLS0rjmmmtwOBwAaLVabrrpJhYscJ1XvXv35t13679aVhhggjbB4VTfZ9MP2mNwqDLFNpexEGOsQEHmqDUSS7BMgUPHxrLurNh0O/+5oO4ErmfCrrpyJf418hefx91SGROxk83lXZEllxFmVzXopPqteKovJo2FwXooUqzo0BLd4Yhf2xe0TFIz0tqEMVkfApGKaOrUqRQUFPDUU0+Rk5NDv379WLFihUc2Iicnh+zsbM/+KSkprFixgrS0NF5//XWSkpJ45ZVXPBIU4FoEsGbNGtLS0hgwYAAdOnRgxowZPPjgg3WO56677gJc4rBvvPFGjZ+BK96splWVVcdaEzVpm52OyWTinXfeYcGCBRw4cABVVenWrRsm06lQkkGDBtXZTlWEASZoE8R0922FC4AsKSiqhFZWkFFRVJnjllCCNHZeOp5KpVNHqc3oFykKjSRjVx3ssXXwi0etJZKkLfYYX4CX8VV19WJjKXUEYdJaqFTtHo+iIDB8f7AXF3fZ0yx9JRlKOGYOb5a+2jN33XWXl3FTlQ8++KBa2ahRo9i6desZ2xw6dCibNjV88ZGi+Kab2KVLlzMuIKivFAa4DLEBAwb4NB43Ighf0OoZccXzxIT4Lg/xS3lXAByKTLDWjsWppdgWRJEtmEqnjrxKk0eg1R9oJJkbQo+i5NY/ZqC1kJqRRletg3LnqUBffxhdVXn1nH+TZY4lTPaPpIWg8bg13pqDzYWdPUb95B/vqXW/NhWgr/qwCdi2bRtbt271bD///DNvvvkmPXv2rFPGoikRHjBBq8ccq8Wo+H4D2FGS5PHYuKchAY/HSy87/WaAmRUbhYqdTtrQaurtbYVdNiOaWowufwXidw4qQDmZVUBogAWOYiWYX7K7cG6ng03el3vqMTUjjQh9zZ6L1Iw0zos61ORjaQ4CMQXZ1hg4cGC1siFDhpCUlMTzzz/PlCmB0WQUVyxBqydmazEOPxhgDkUmTGet1VMTF+Q/IUmNJNFJG4pVtaOT2t5zUProBdjReMlOuI0uWVL95g0bGrIXGRmn2vZTO7VkLIqOXEcY7/7ZfBPq6aMX8NmwRdXKUzPS0MvOtpMBwRfvl/CCnZGePXvyyy+Bi8MVBpig1fPnLCPBWv/oP1WNWTqd2rw5jUGLhiLFjEzbfTr9sbwXVqVm41Ij+cdg6qFz6e/oJC1FitkvbQoazu7KJC4wFnDEFoWS29Mz/ReI6fXeYXl8M/KVZu9X0HI5PQ1TSUkJu3fv5tFHH6VHjx4BG5cwwAStnnG9d/llajB99ALK7bXr0VQ4zqxV0xAMiQcIl43oJK1nCq0t8f3BXgBUOE/9zYI1NuyqpppAqy+8mj+cbIfLMxkpB/ulzfbC1I138Nyu8WeMo6ov8wb8j+v3XsUT/b5CTviT9NELGLd2Jl9UhHL7Ft8lABrC7tI4AMatndms/TYdkh+29k1ERASRkZGeLSoqir59+7Jx40YWLaruRa2Njz/+mAsvvJCkpCQOHXJNcS9cuJCvvvqqUeMSBpigVZPyyXwqHP6LoDqTIefwYwA+nIpZaovTZ7utSVgVLUEal2dSJztxqrJn6tGs6P2SCzM17Hc2WFxLyK1CBb/e/P2Xv1NqN/BHRYLfpoNNOptX4LuiSvxS3pXD5gi/tF9f0kcv4PuDvfwWZxhwxBRkNQ+WeysrK6uX8vwPP/zA999/79kyMjLYtWsX+/fvZ+jQofUaw6JFi5g1axYTJkyguLjYs3IyIiKi0UKvbS/4RNCuSPpSR8hcK7LkXxkC91SkO17Joch+kZ+oSqVqxa4qbXIVX6hcSakjiSida3WqXdHgREaDgiypGGSHX/qxqDrMisvLZpB0fmmzrbMiqx/5louIMpixOHV0DCr2S7tfDPPWZ3IHy0/deIenrClzQrpxaYTt4eIuTdqNoBmJiIg4o4xEx44dufnmm3n88cc9KvtVGTVqlM9jePXVV3nnnXe44oorePbZZz3lQ4YM4b777mtUm8IDJmjVlHXSkFMZ7venXXd7iip5XrvjzPzlMZCRKVMdbXIKEly6am4OmGPYW+6aGlJUCY2fjrmTtojLQ/a7+mviG3tbIDUjjZezx9DVlE+PkDxuiV9PhM7/sXNVPWGF1lMPGE39HSm5Pf0udxJwhAeMDz74gKSkJB566CG+/PJLli1bxkMPPUSHDh1YtGgRt99+O6+88oqXYVSVDz/8kG+++cbz/oEHHiAiIoJhw4Z5phLrIisri7PPPrtaucFgoKKicTJIwgMmaLWkylcxfIuB45YwTLr6J0BtKG5PWFWjzC/tomCU5DYpn2BWDJg0VpzIOJFxKBrCdJWem6OiSlhV3z1W3XUyQVLb8yA2FVGGSoptRmRJJUZbRmrKH6Q2QT9VVeoHVskJ+vLuMczo/W0T9Og2+i5rewr5quTafKnfyvnwww958cUXufrqqz1lkyZNon///rz11lt89913dOrUiXnz5vHQQw9Vq//MM894Yr02btzIa6+9xsKFC/m///s/0tLS+N//6l4xm5KSwvbt2z3ZANysXLmSvn37Nuq42t6VX9Cu+LWgAzIqetnZJMKLWtnlqXHlM3RNdflrxaVB0iEjtcnVe4OMrtQfbmPVpLNgkB1oJAWNpGBVdZyw+mfa2K46KFLMVOR0rnvnds5/Ur5HLzv5MacrL20d0yx9vjBwqef1zvIOTdaPLKltz/gSAC6jqSbv09lnn83GjRsBGD58eK0phw4fPuxJ5P3ll1/y17/+ldtvv5358+ezfv36eo3h/vvv5+6772bp0qWoqsrmzZs9Bt/99zcuD7EwwAStmu7h+VyfsBGLU+v1pO0vquqLuV8rqsQLf4zzuW0ZGZOkR9fGTkMltyedtVZ0stOTfijJUEKY1oJTlTkr6AgmjQWL03cPWJBkYJ3FQKGicMQhgvDrYtzuyzhaFo7ZpufAtdU9BU2F++GowBbi1/aq0maC7k9DVX3fWjsdO3Zk8eLF1coXL15McnIyAAUFBURGRtZY32QyUVDgSle3Zs0axoxxPXwYjUYqKyvrNYa///3vPP744zzwwAOYzWauvfZa3nzzTV5++WWuueaaxhyWmIIUtF7k4GBCtFaMkmv6cc/J5ee+YNQ46gy2tykafjjRi/v6+NaXO/YrX7ET5ltTLQqraseOyuDgLA7Y4sizuY5OllRSDCeI1pRjVzSE6iw+9yUn/InlwACOOUz01fuejqotM37dDC5P2EmIbOW2nvV76vcXKaZCwCVFImggvsZxtQED7IUXXuCqq65i5cqVnHvuuUiSxC+//MLu3bv5/PPPAfjll1+YOnVqjfVTU1O57bbbOPvss/nzzz+57LLLANi5cyddunSp9zimTZvGtGnTyM/PR1EU4uJ8u+e0rUfvVkCbyk8WYA7PHESC3iXEaXbo/LJKsT5tKKrkF90xGRmNJHPCaax751bEPoed1RXdGWQ4QX/jYXSyE7OiR4PCcccpU7PE5p/YLaNkZ4jBigH/yoS0NWIMFdwWvrfZjS+AAabDAJid/tHSkyW12rXUX6EBgpbHpEmT2LNnD+PHj6ewsJD8/HzGjx/P7t27ufzyywG48847eemll2qs//rrrzN06FBOnDjBF198QXR0NACZmZn87W9/a/B4YmJifDa+QHjAmh0Ro+A/wkceB+DdHN+XGFfldC/YmdTxfcGq2jGrdr4oHsr5bSh86ZfKLnxX2IfJpgPkOiKI0ZZRZA/GiUyJI5jD9mhKHUGU2v2j39ZBW0qJohKnEUKsZ2JoxP6A9X1P7+8BKLX55ztfPWqhlwHmkp54zS9ttzhEED4AXbp0qXWVY11ERETw2mvVfx9PPvlkvds4fvw49913H9999x15eXmop83tunXBGoIwwAStlhHx+wnVWDyJs90B875yuhdMUSW0soJDkf1qjAUlZhEEPJfkl+ZaDPmOUEptRg47NPQ3HKVzsMybiuvGa1c1/FmZwJHKCL/JBczO+ivTOqxjUoj/cnW2JR7+bQpbijrxVrfdWFQN/onCqpt7t17Hq+f8+6Rx5Hrw9PcDqLvttvxgK6muzZf6bYHi4mI2b95MXl4eiuJ9rb/xxhubvP+bb76Z7OxsHn30URITE8+oS1ZfhAEmaLWEayspqzJ954+E3HAqWXRVDbDupnx2l8a12UBff/JA35WY9lxEgTOEHrpiwpKOYCmchFXRIksq4dpKTForNqd/pgxlVNaX9aKb7icG+qXFtkeMsQKzKmNXFKKbqc9Xz/l3jeVVDTJBPRAxYCxfvpzrrruOiooKQkNDvYwfSZKaxQD78ccfWb9+PYMGDfJbmyIGLACIODD/YFc1BGusfm1TLztRVAmHInsZW5WKjjC91Ws/Qe1MNO3mHIPLI/VrdjIKEnZVg13V8GtZRxQkHKp/Lj8OVabSqWN1eT+/tNfW+L00CYtTR6wGihX/5TOtL+mjF5CakUZqRprf8zPKksoNP9/m1zYFLY/Zs2dzyy23UFZWRnFxMUVFRZ6tsLCwWcaQnJxcbdrRV4QBFgDE059/6GY4Tld9HuA/dXo3wVq7V5uHyiMptRlICi71fN4UKLk9m6Td5uawI4h7sidw3GmkQAl2yU8EHyVeV0qcoYy8SpcG2H2/1rxqqSFEGczsL4thW2myz221ReKNZZwTns0Om4lvyxsnGFkf3EbWTZtv9ZSNXzfDax9/epDTRy9AUSU+Pv9dv7XZInHHgPmytXKOHj3K9OnTCQ4OXJznwoULmTNnDgcPHvRbm2IKUtBqidOWst8WD/hTnV4iTG/F4tASY6yg2BrkteLxmDmMCL2F3qG5funvdNpKOp0nD05CUSWCZTs7KzuwryKWi0J3kawrYMXxswDXd7ajONHnvroG5xOjr2C3H2RI2hpKbk/s6oXk203kOiI4VNl0E5BaWUFGpdB66iaprZKOyr24xV8PS6kZaSQEtYO4PzEFybhx49iyZQtdu3ZtVP3KykpUVfUYcIcOHWLZsmX07duXsWPH1lovMjLSa7qzoqKCbt26ERwcjE7nrWPYGE+cMMAErZZxKbt4+Lcpfm1z5ciXmbrxDnqG5VFoC0Hh1MnnDsQvtRsYbtrj137bGm6DuNhpJEFXTIjWhlGy87/ic70WMvjjZpxdGeV5XZmTQlBils9tthUyLBIpQQUoSBQ6QjhqjkDJ7cm43Zdxe/I6ruqW6df+/tnlSx4+eCWXrZt+8sHl1C3G/SCTFFzit/5yK0P91pag5XLZZZdx//33s2vXLvr371/N+Jk0adIZ60+ePJkpU6Zwxx13UFxczPnnn49OpyM/P5+XXnqJO++8s8Z6Cxcu9Nch1IgwwAStmjh9KWF6q9+WtwOU2g0U2xIA6BaaT05lOOV2vZcS/saKHviuhd/20UgKoVjoaCzi27J+nLCavLyVsh8ezy1OHaaToq7rLEHie6nCO7mjGBx+iCJ7CH2NR1nNWcw4di7nRR0iy3oyOXpuT9JyBvPy2f/xqa/upnzO6ZQNB2e4ck0aK/jPBW97PnfnVH3/3Pd96sdNmN7aPoRdhQeMadOmAfDUU09V+0ySpDolILZu3cqCBa7Qn88//5z4+Hi2bdvGF198wWOPPVarAXbTTTf5OPIzI2LABK2Wd/8cQQ9DLkaNf+Oxhka5PCiKKlFgNXF/x5WAawrFPeWxs7SNaUc0EV20FnZYk9lTHo9Z0ZNn8c7/6A9BW5uiIVZfDkAPXZHP7bUl/nPB22SWdKbAHuJatHIydnFzYWf+NLum798rjSfID+eQe9XjypEvY3Fqybd4C16kxu32awxYqc3QPjxgqh+2Vo6iKLVu9dHfMpvNhIa6fitr1qxhypQpyLLMBRdcwKFDh+o1Bo1GQ15eXrXygoICNJrGXceEB0zQatlS1oULw+yegG5/sT6/m+d1uV3PO3mjMOls9DDl0TMol6WVQ/wmItrWOegwkmcPo9gWhFaK8JtUSFXMDh2DQrLZVtQRiypz4EgiXTvm+L2f1srZYYc5UBlDF20xIyL/xKLqvCQiNpV2Y5Cp5iTGjeX0hUb3dPqBYcYTpOf1brI+BILa6N69O19++SVXXnklq1evJi3NpUSQl5dHWFj9EsHVtgLSarWi1zdudbEwwAStFpPWxpcnzmkypXpweVeOmcN5qPMKkrVllClavtIM8kvao/ZAsraSGG0Z/cOPsbMkEZPOhiypfp0yNmocDDNm8z7DyLQkc11o8yxLby0ctETTJySHdwpHUGALZlrcWq/PK5068h3+9yRV1fv69PgFfG8sEUZTY2inSvivvPIKt99+O0ajkVdeeeWM+06fPv2Mnz/22GNce+21pKWlcckllzB06FDA5Q07++yz6xwHuKY63333XUymUw/8TqeTdevW0bt34x4sxF1E0Gq5NnIjj5dORi87/W4Q9Qg7wd7SWMA1FfnSkbE4FJn+EcfQygojIgOX1qW1EKa3okFib2U80boKbIqGDsElZJVH1V25AZwVnoPm5D3m6xNnc13od35tv7UTqTWTpCvi/3L7c1/n1QzrfMDr87xKE6U2/+QjdWscutXpUzPSuL7DzxRaz6fQ6sr9OXH9vVicWmGM1ZP2qoS/YMECrrvuOoxGoyd+qyYkSarTAPvrX//K8OHDycnJYeDAU3LNl1xyCVdeeWWd4wCXB+zNN9/0mm7U6/V06dKFN998sz6HVA1hgAlaLUbJNfcfH1TGofJIv7Zd6fReZWNxalFUicxCl9bUxsIUv/bXFim369lui6LQFoJVcV1q/G18AVQ4DMTJrpu7Q5X5uCyGncev4rmBn/m9r9bKhrIemHQ2xqXs8ir//mAv9PI4v8TiuXEbVjO2/Q1ZiufLPG8Pw/IRr3LlT3f7rb/mQMnt2WYkYloLWVlZNb5uLAkJCSQkJHiVnXfeefUex0UXXcT//vc/IiP9d68RQfiCVkumJZkOwcXE6Ms9cgb+yjJwzBzu9V6kIGoYbpHMLtoiFCT2l8VwXlT9gl0bilXR8s3J76vcrufrE4OI1FU0SV+tEZPWQr7VxM2JP1X7bGNFD2KMFX77faePXsB1P7tWrL189n9QVIly+6n4GPf5WbWsNRBQ40sE4fPUU09hNpurlVdWVta4MrImPvroI7766qsay/fvr3tG44cffvCr8QWNMMBuvvlm1q1b59dBCASNIUxj4dnEDHIs4X7VlYK6DS4Zlb//8ne/9NWW+XfR+RRbg9DLTr9nK3Dz9pAPyaw45ZGM1JvRtIW7jp/ItYZzTlg2r2VfVO2zMqex2spUX7hs3XSvRTFRhkrPa1lSSR+9gInr7/Vbf4L2wZNPPkl5eXm1crPZzJNPPlmvNm6++Wbmzp1bY3nfvn25997m/1022AArKytj7Nix9OjRg2eeeYajR482uvP58+dz7rnnEhoaSlxcHFdccQV79ngLXKqqyhNPPEFSUhJBQUGMHj2anTt3eu1jtVq59957iYmJISQkhEmTJnHkyJFGj0vQOuity+NXWxAG2eEpay5PlU3RcEHYgbp3bOdsLU7GocrIkkqONbzuCo1kd/mpqYVD5ZEk6opEztWTuHNwmnTVNbOitC5Pob+M46r5PVMz0ii0BnmmJFePWgi4piBF/Ff9kTgVB9aoLdAH4AdUVfVSpHfz66+/EhVVv7AGRVHYtWtXjeV79uyhX7/mzyXbYAPsiy++4OjRo9xzzz189tlndOnShfHjx/P5559jtzdMS2bt2rXcfffdbNq0ifT0dBwOB2PHjqWi4tT0wXPPPcdLL73Ea6+9xi+//EJCQgKpqamUlZ1KQTFz5kyWLVvGkiVL+PHHHykvL+fyyy+vlz6IoPVSoWp54fA4CmwuvaGm8rDUxqbSxqXFaE84FJfx5VBlrE5tk+XQtDlPaVzZnRrOMhzjSFFEk/TV2thbGsv40B01PpzEaMvQSgq9w477JatEsNbuMa6qTjkLg0vQGCIjI4mKikKSJHr27ElUVJRnCw8PJzU1lauvvtrnfrp06cI//vEPP4y4YTQqCD86OpoZM2YwY8YMtm3bxnvvvccNN9yAyWTi+uuv56677qJHjx51trNq1Sqv9++//z5xcXFkZmYycuRIVFVl4cKFPPzww0yZ4ro4fPjhh8THx/Ppp5/yj3/8g5KSEhYvXszHH3/MmDFjAPjkk09ITk7m22+/Zdw4oYvdVjmnUzaXV47i+8I+OBQZvabpprlqQtNalxc1M261ewWpyb4fk87qEf7UyArFShCjOu1rkr5aG1pZ4bljl/JIp/8DXvP67Iei3oTpLZg0VjoZCnzua9mFrwNuCYr/+dyegHYrQwGuVECqqnLLLbfw5JNPEh5+yovuXoHolpQ4E1u3bkWn09G/f38AvvrqK95//3369u3LE0880WgdL1/xaRVkTk4Oa9asYc2aNWg0GiZMmMDOnTvp27cvzz33nEfsrL6UlLhyhLldillZWeTm5nolyzQYDIwaNYoNGzbwj3/8g8zMTOx2u9c+SUlJ9OvXjw0bNtRogFmtVqxWq+d9aWlpg8YpaDn8WpFMsc3IudHZHK6MrKa+3Rjcy+fr4vSVkoLq6GUnNkXj0WqrmpzZn1SVUZAlldePXcIzyV82SV+tjTCdlXhjGT9W9OTc0z5LNJYQpy/lhxO9KDUF+aW/1Iw0Vvf+htQM4fnyC+04FZE7FVBKSgoXXnghWm3jTJZ//OMfzJkzh/79+3PgwAGuueYarrzySj777DPMZnO9cz4WFxezefNm8vLyUBTva9mNN97Y4HE1+Gjsdjtff/0177//PmvWrGHAgAGkpaVx3XXXeaT+lyxZwp133tkgA0xVVWbNmsXw4cM9c7G5ubkAxMfHe+0bHx/vSR+Qm5uLXq+vtjohPj7eU/905s+fX+/APUHLR1El9pTFY3b4zyByJ94+E+eFi6TPdaHXOD0SB2aHnjCdBfCP5lRVLE4tTkVGp3GFHZTaDPTQ+TdDQmvF4tRyTsjBGj9zG1+JwaUcKI/2ua/UjDSMGgdywp+kJ9S9v0BQHyoqKvjuu++qOVRWr16NoiiMHz/+jPX//PNPBg0aBMBnn33GyJEj+fTTT/npp5+45ppr6mWALV++nOuuu46KigpCQ0O9YtIkSWqUAdbgGLDExESmTZtG586d2bx5M1u2bOGOO+7wGF8A48aNIyIiokHt3nPPPfz222/85z/VE8KeHnxXW0BeffeZO3cuJSUlnu3w4cMNGqug5RCmdSVhdhtLI2KaTyB1c4nQAqsLt9yALKlYnFoMGkcdNRqHLKkYtN5tZ9pspPx7fpP015qINZZzyBaNs8pUlDve60BlLMFaOwXWEL/E57nlRwR+RMhQMGfOnBpjulVVZc6cOXXWV1XV47H69ttvmTBhAgDJycnk5+fXawyzZ8/mlltuoaysjOLiYoqKijxbYWHjsm802ABbsGABx44d4/XXX/dYlKcTGRnZIOG0e++9l6+//poffviBjh07esrdommne7Ly8vI8XrGEhARsNhtFRUW17nM6BoOBsLAwr03QOnl2wOf0i8jBpmj4a+JWfirwT2D86d6vML212j7+zkHZlnH/PU9YTCQFe0/5j1s70y99nH7jf+jAlTxx3nIm/3iPX9pvrbw75AOK7CHEaU/93ecNcMVnnWM6hF7jINZQTrGf1PCbezFMW8enFZA+qui3FPbu3Uvfvn2rlffu3Zt9++qO9RwyZAhPP/00H3/8MWvXruWyyy4DXGFOtdkJp3P06FGmT59OcHBwwwZ/BhpsgN1www0Yjf45UVVV5Z577uF///sf33//PSkp3h6FlJQUEhISSE9P95TZbDbWrl3LsGHDABg8eDA6nc5rn5ycHH7//XfPPoK2ze5S1wk0LuRPLowW0hAtFVlScSgyhdZgeoSdIFhrR5ZUkkOKm6zPfZZ4Yo3V9YPaE0/9PolKp54XDlWPhz1ii6JLUAFvD/nQb/0tH/Gq39oSCADCw8M5cKD6tX3fvn2EhNQd97tw4UK2bt3KPffcw8MPP0z37t0B+Pzzz+ttJ4wbN44tW7Y0bOB1ENBURHfffTeffvopX331FaGhoR5PV3h4OEFBQUiSxMyZM3nmmWfo0aOHR3ssODiYa6+91rPvrbfeyuzZs4mOjiYqKor77ruP/v37e1ZFCto2bu/KAUcYZsU/q1l6h+WxuzTO815Mq/iOokoenai9pbEkBJURZXByuCKiyfrcVNClydpuTRysiKoxIP6JfqeUwf3lubps3XS+GXnm5MmCBtCOg/DdTJo0ySM31a1bN8BlfM2ePZtJkybVWX/AgAHs2LGjWvnzzz/vldvxTFx22WXcf//97Nq1i/79+6PTeccc12ccpxNQA2zRokUAjB492qv8/fff5+abbwbggQceoLKykrvuuouioiLOP/981qxZ4xVztmDBArRaLVdffTWVlZVccsklfPDBB/X+wwraBouOXYxJZ/FLW0nGIi8DrLWlTmmJuI3YML0Vm1NDbmUoWtk/qyLdqyxr44afb+Pj89/1S1+tjV7GHP7QJZyUhvA2wqqWRRmqp3ppDP7MKylAGGC4DKVLL72U3r17e8KUjhw5wogRI3jhhRfq3U5mZiZ//PEHkiTRp08fzjnnnHrXnTbNlWKrptRHkiQ1Snc0oLkgVVWtcXMbX+A6sCeeeIKcnBwsFgtr166tplhrNBp59dVXKSgowGw2s3z5cpKTk5v5aASBYmrSFmRJpdhm5Jg5nBf+8F37Lc8m4gJ9pSaPS7DWjtmh89ykHYrsF++iW2XdjfG0YP9yh4GLU5/1uZ/WyNTuvxCuO5USqKrEStXvqNDqv9gWgcCfhIeHs2HDBr755hvuuusuZs+ezXfffcf3339frwV/eXl5XHTRRZx77rlMnz6de+65hyFDhnDJJZdw4sSJeo1BUZRat8aKvgfUAyYQ+IPbeq5n6THXTUVRJa4Nq+5qbijh2sq6dxI0GEWViDFUUGwL8hhhTTG9a3FqT2mPyQrldj3x/2y/8YFvdPjZk1C6Nm2uFJPvQqxnal/QOHwNpG8LQfjgcsaMHTuWkSNHYjAY6lRCqMq9995LWVkZO3fupE+fPgDs2rWLm266ienTp9eovtAcCANM0CZwi6f6K44ls6iTX9oReKOoEhG6SqL0Fewujfer8eWezlRUCUWVCNbasTk1GLUOSm0GDpbWL2dcW8RtfAHcvuWmGoPu3xz8cXMOSVBf2rESvhtFUZg3bx5vvvkmx48f588//6Rr1648+uijdOnShVtvvfWM9VetWsW3337rMb4A+vbty+uvv+4l4n46r7zyCrfffjtGo5FXXjlzXOP06dMbdlAIA0zQxlBUCZPk+886WGvH4jxzOwMjj/ncT3tDllTCtJV+WyxRFb3spEtIAfvKYrGpGswOnWflJUCwzkaXj57l4I116wa1NZTcnh4jzG181RQTJmiBiBgwnn76aT788EOee+45TywWQP/+/VmwYEGdBpiiKNWC5gF0Ol01RfuqLFiwgOuuuw6j0ciCBbWfK5IkNcoAC2gMmEDgb7SyQr7iu6DkxVF/1LlPtK6szn0EpzxTsqSiP6lUr5NO5e3Uy42LnzgdRZXQyYqnXUWVMGltBGttAEQYLHT6vH0GiFf1gLlpqsToAoG/+eijj3j77be57rrrvBbXDRgwgN27d9dZ/+KLL2bGjBkcO3bqofno0aOkpaVxySWX1FovKyuL6Ohoz+vatpokMuqDMMAEbQZZUhkalcV2q+85UOxq3TfqJF2xz/20dfSyk+4ml9J03/Bcvhj2BgbZgVXRIqOil50eaQpf0coKVqfWKwC/2Gb05ActtRko7SSc/m7q8vAKWgZCiNVlLLm1u6qiKAp2e90PEq+99hplZWV06dKFbt260b17d1JSUigrK+PVVwOnWyfOQEGbQVEl/haxhZkH/sqUbr61tfz4gGplU5O2sCz3bE/w+E09NvjWSQBx5+x7pNP/cX7npstpOSjiCADnRblyt7pS4GgxyA7OiTyMXdVwyOyf2KxoQwWVio6koGKKbS4jPEJv8Si8y5JK7F+z/dJXa+PdP0dwW8/1XmVC266VIKYgOeuss1i/fj2dO3f2Kv/ss884++yz66yfnJzM1q1bSU9PZ/fu3aiqSt++fRukFep0Ovnggw/47rvvakzG/f3339e7LTfCABO0Kf5dfK5fPCo13ZxW5/fDocpE6C1EG1q/urrFqaWPzkllTgoGSeeZprru52m8kryS6KQjTdKvLKkEyzbsiuZkwLzMjG1/4+WzfVuJdFbIMbaUui7QetmVBLxqeh33d3rpWQ+zauc8n/pqbZxufIFYrShoPTz++OPccMMNHD16FEVR+N///seePXv46KOP+L//+796t5OamkpqamqjxjBjxgw++OADLrvsMvr169egVZi1IQwwQZtiZ2kSWsk/4p7gLfBZbDOilRWKbUZ6mo77rY9A8t/yzowK3s8uWzh9jyRx0B4ODOe+o6m8n9Q0fbr+ni4jWSc5KbfrySXc53ZjTuY6DNFYvcRAc0vDSAg7lQfRkiw03gStCF+nEduAB2zixIksXbqUZ555BkmSeOyxxzjnnHNYvnx5vQ2q7777jgULFniEWHv37s3MmTPr7QVbsmQJ//3vfz2JvP2BiAETtCmKbUa/xRQBJIcUo5UVOoYUu+KVFJnOpiJPMuPWSFUhTouiI0mjI0I281VZf/ZYE+kRkkdKkH80oWqjqocxTG/B7Ki+QqmhlClBROnMxOnLPIH4dqcGnfZUkL/dqcEZ1D4D8QWtFNUPWxtg3LhxrF27lvLycsxmMz/++OMZJSSq8tprr3HppZcSGhrKjBkzmD59OmFhYUyYMIHXXnutXm3o9foa49B8QRhggjZFmN6KSWfzuR339EyBNYRKuw6Txsaw6APoZSfvDvnA5/YDSYyxwvParBjQouE8g51yp5GfirvTzXCcUmeQ3/qrS5utQ1AJXU8G6vtCsq6AEK2VrSWdPAm+LQ4d4cZToroaWcESIS57AkF7Yv78+SxYsID//Oc/TJ8+nenTp/Ppp5+yYMECnnnmmXq1MXv2bF5++WVU1X8WrZiCFLQpTForKcG+38zdWJxaPu39KUkdjvHx3gt4eGT94w1aKqVV4qImh/6KTjKR6yxnpGk3BtlOiGylb9DRJunbquowSN6rlgySHYMfnFIKMqEaC9H6ChRcHrZQw6ncoA5FRisrmI4J+QVBK6KdBuFHRkbWO86qsLDwjJ+XlpZy6aWXVisfO3YsDz74YK31pkyZ4vX++++/Z+XKlZx11lnVdMX+97+Gz4oIA0zQprApGux+SgYsSyrBWjtJHVzaMTf02OSXdgNN1fgoWQIFhWjZiFGy08uQQzddPt2DC/l47wV+PWad7IQawvPsqgad5LsW2OSu2+mSncxC8xi2/GcACZOyPUYXuGQq7E4NxuMVdbQkELQc2msqooULF/qtrUmTJrFs2TLuv/9+r/KvvvqKiRMn1lovPNw7NvXKK6/025hAGGCCNoZN0VLq8M/0maJKXBG71S9ttSTcCwvigsrpqDEgI+NEIUFTSZLGNV1nUTVcEuwfyQZ3vJezltg8neR0GWd+wIYGjaRii3S9dxtfbqxOLbmTI/3Sl0AgaDp+/fVX/vnPfxISEsK6desYNmwYWm3jTJY+ffowb948MjIyGDp0KACbNm3ip59+Yvbs2V5phqoq2r///vu+HUQdiGAIQZvgti03o5UVHIpMpeJ7QLebzWU+Coq1QNwGUXJQET9aXNORVtXB+soU4jVGFMAk6dlkife5L1lSPVuwxuopOx1/eS0/KzoXgKQLjyBLKimmQq/+wgwWki9qn1pg7YmrNtwZ6CEIfOTVV1+lvNwl93PRRRfVOc14JhYvXkxkZCS7du1i8eLFLF68mJ07dxIREcHixYtZsGABCxYsOKPX7eKLL6a4uLhaeWlpKRdffHGjxiU8YIJWSWpGGk+nfOkRET1UHoledmJ26Mgx+09m4NVz/u23tloSRo2DHcVJDDXtA8woqJxwhHLcmcUJp5F4jZNDtlif+wnVWChzGukTdIxDtmiCNTbMTv/ngXRT6dTTyVjo+T0cNkd4SYkI8dHAUjUnZVPy2bBFTd5Hs9FOY8C6dOnCK6+8wtixY1FVlY0bNxIZWbP3euTIkWdsKyvLd7HpjIwMbLbqC7wsFgvr11fX2asPwgATtFoG6b1vpskhRewviyExuJTbt9zkSTrcWKqmtGlrWJxatLLC2KASrCpssIZT7jRyyBHKCCOUKxac+G6slDmNDDXtJVlbzL4zeNTqWilZXyoVHdkWl7K+xan1igETBJ6pBy7hM98zhbUr2msM2PPPP88dd9zB/PnzkSSp1vgrSZJwOv0TwlATv/32m+f1rl27yM3N9bx3Op2sWrWKDh06NKptYYAJWh2pGWm81O0zihSFhJPvg7V2wrQWHunyDRcYHLxZ0tXnfpaPCFyOsKYkffQCHvj1KmJ05fy3PJEe+lyStcVsQeXbsrM46jhGsraAm8J/97mvf/ZfRkVOZ3636ehlzGGPJRGT1oJd0WJVXJcffxlfAOeGZvHl8UGe96cbX3anhqBbnXDQb10KGkCb8kwJmpQrrriCK664gvLycsLCwtizZw9xcXGNbu/IkSN8/fXXZGdnV/NkvfTSS7XWGzRoEJIkIUlSjVONQUFBjc4nKQwwQati6sY7eLnbcipUHeGyy0PTLTSfWH05wRrrSe+Ng03FXZkR4LG2ZGRJpeTkYoW+hmOsreiJUbZjdWi5wJhNvEaPvy4PTlWlu85OlOYoOsnBIVssHQ2F7K5MwnlyCUCfoGN+6Wu/JQ6HUntoq+6xCBzZvzJWfy1rbJ/6pU+BoMlppV4sf2Aymfjhhx9ISUlpdBD+d999x6RJk0hJSWHPnj3069ePgwcPoqoq55xzzhnrZmVloaoqXbt2ZfPmzcTGngrN0Ov1xMXFodE0LoZVGGCCVoWiSuy1x/Lu0RH8NSGTEUcSidVfwAmbiWidhIKCSTbSL9Q/N/S2igYFnezErOgJkeweL5RBdtBFG+rXvo44nRx2hKOTnJxjyGWY8ThbbVEMDsnCrmo5ZIthXLB/dMf6Bx8mxxJObmX1YzhwPIaum1zTCapDaIEJWgntNAasKqNGjWL//v28//777N+/n5dffpm4uDhWrVpFcnIyZ5111hnrz507l9mzZ/PUU08RGhrKF198QVxcHNddd12N+mBVcScAPz35tj8QBpigVTEmehevZV8EwH9zhtC7cw4F9hD2l8Xw5uiPUXJ7oqBweeivAR5py8YgOwjXmgmRrVSoOqI15XTRn6CLtggI8WtfnbVaoIQyRY9RkojTmBgbZMGuVmCQdBx1HiFS9o/Rl2WN47b4dbyXN4JjVRZj2J0ajNuDQW3f8WDNFQQvEPiTtWvXMn78eC688ELWrVvHvHnziIuL47fffuPdd9/l888/P2P9P/74g//85z8AaLVaKisrMZlMPPXUU0yePJk776x51ezXX3/N+PHj0el0fP3112fsY9KkSQ0+LmGACVoV/+i1ls9z0kgfvYCJ6+9lvbknhytOrYxRUMh3mumsFfn+zoRRdqUeUlQZRZU433iETtpQ/G18ARxwOLGoOkJlGzGaYABkZAySa6owTvZf2qP95liGm/YQorV6ZEnsTg0H9yXQ+Tc7cnAwitnst/5aGxkWiUUb7hSxWK2I9hqEX5U5c+bw9NNPM2vWLEJDTz2sXXTRRbz88st11g8JCcFqdcngJCUlsX//fo/XLD+/9swpV1xxBbm5ucTFxXHFFVfUul9jFwIIHTBBq2X5iFf5syIBi1Pryd1oVmxYVJUwP97U2yIljiAsig6DbKez1kqipun+Xt9X9KaXVqGnLgi5hkuOTvLfc2CQxsavlZ1JNhYin5x7cagyKf9zErT+j1PGl9Q+L33LCod4ZUIINJ/uOz/QQ2j5iGTc7Nixo8ZVkLGxsRQUFNRZ/4ILLuCnn34C4LLLLmP27NnMmzePW265hQsuuKDWeoqieAL/FUWpdWvsKkzhARO0OtzGFlBNaiIsKZvfD3Wlk/hl14miSuglB3Eak1e5XXWgk7RYVTtKTmdCEg/51E+Uphyz6sCES/S1UrUSJBlQTuYlchtlv2YnM7DTYZ/6Oi80i48OX0BuSRjJUUVUOnSUfZ1IQkEJzn7dYNPJqel2OhW5rbADJ0pNde/YTFzb/edAD0HQCoiIiCAnJ4eUlBSv8m3bttVLAuKll17yiLo+8cQTlJeXs3TpUrp3786CBQvqqO3CbDYTHBzc8MGfAXGbErQ5umgtWFUDwgdWO3H6UoocIYwK3g9435A1J71D5aqNMMngc1+jgw8Rpzk1beBUVRRJwazYMMkuo2y/o5yDjjgG+thXviMUBYng9FAOXSIRHGQj5LjCnzeF0vvFIzi1unYdgB+qtxId136nYFsjYgoSrr32Wh588EE+++wzJElCURR++ukn7rvvPm688cY663ftekqWKDg4mDfeeKPBY4iIiGDIkCGMHj2aUaNGMXz4cEJCfAvZaJ9+eEGbxiRpKVKsgR5Gi2ZK6E4GB2eRoq3+ROf2SBU6VQoUi899aZCwqw6Px8skG9lsVTCcnHrcba9ghzUepx9U6s2Knkqbjvjvcunwjp6EuSrhmbn0mJ0Jej2alE4+99GaycqPZkLsDt7Yc1GghyKoLwGagnzjjTdISUnBaDQyePDgOtXe165dy+DBgzEajXTt2pU333yz1n2XLFmCJElnjKuqyrx58+jUqRMdOnSgvLycvn37MnLkSIYNG8YjjzxS72NatmwZx48f9yqrb9LvtWvXMmnSJLZu3cpVV11FZGQkF1xwAXPmzGHlypX1HkNVhAEmaHPkK3ZeL6h9Xl8AiZoQLgu2eIwtt3FUlS5aI9EnPVS+EC7rsKreWQWcqoxO0lKpWnEi0UFbTK4jwue++hiPIUnw5x3xGH8/gnPnXlbue97l9bLbOTj1pBp/O40BczplMop68XNJV746MCjQwxG0UJYuXcrMmTN5+OGH2bZtGyNGjGD8+PFkZ9ecRzUrK4sJEyYwYsQItm3bxkMPPcT06dP54osvqu176NAh7rvvPkaMGFGvsaiqyrFjx3jnnXfYu3cv//3vf/nkk0/YvXs3H3/8cYM0uG6++WY6dOjA5Zdfzvbt27n77rt58MEH61V36NChzJkzh1WrVlFUVMS6devo3bs3L774Ipdffnm9x1AVMQUpaHN07ZjDvsN3+CUdUVvl9GB4GZk8ZzkxmmDPZ1bV4Zki9IUSxY4TlV8tesLkSoySk62Wvpxj2Mshh4MvSoaQWdQJRZW4q5dvfcVqSwmbb8J8vgQhwaQ7lwKQrnwGwKVR07CPPgfN+vYpU5IYVcITHf6Pz0vP4aeyHkwO9IAEdRMAHbCXXnqJW2+9ldtuuw1weYlWr17NokWLmD9/frX933zzTTp16uTxJvXp04ctW7bwwgsv8Je//MWzn9Pp5LrrruPJJ59k/fr1NSa3rjZ8VaVHjx7s3LmTHj16eE0nNpSSkhIOHjzIq6++yuDBgwkODiY9Pb3e9Xfv3k1GRgZr164lIyMDu93OxIkTGTVqVKPGIwwwQZtk6dDa3d8C70B4GRkFhXDZgFNVcKeAdAXO+06FCrGyFgWZr0rPJklfxAVB+wH4oHAYO0sSsSkarkzc7nNfz2dfim7PERLtSVT0jqn2+arCd3zuozVzd+cMwOWBLLSH8MIf47ivz+rADkpwRvwVA1ZaWupVbjAYMBiqx3jabDYyMzOZM2eOV/nYsWPZsGFDjX1s3LiRsWPHepWNGzeOxYsXY7fb0el0ADz11FPExsZy66231juBtSzL9OjRg4KCAnr06FGvOm6WL19OSEiIVwqhTp06sXfvXjp16kRJSQmVlZX1aishIQG73c7FF1/M6NGjeeihh+jfv3+DxnM67dMPLxC0c4JOBtfbVadn+rFEsaKRZFdyIFWptjqysfToeIyttmB2WxPRyQ72WeLJtHTh/ZJuyJKKTdEQrLWztayzz32tHPky6HQU9QnGHiIub6eTpC1ClmBHaQc6GQsJlX2P8RM0MX6KAUtOTiY8PNyz1eTJApcultPpJD4+3qs8Pj7eKxF1VXJzc2vc3+FweHS2fvrpJxYvXsw77zT8Iei5557j/vvv5/ffG5af9tFHH61Wdsstt7B3717Wr1/PP//5T5555pl6tZWQkEB5eTnZ2dlkZ2dz5MgRz8rKxiI8YAJBO0VBQSdpcKoKBx0W4jUaZGSPdwwg11lOkh/6ejF7HF1NBTiRKLCaOG4Nxeww0D0kD1lS0coKVqd/LkdqhZnoX0uRc+rWB2pvhMlWNlR2IVJvJtcWRr8g32Q/BK2Hw4cPExZ2KjtETd6vqkiS96IYVVWrldW1v7u8rKyM66+/nnfeeYeYmOqe6bq4/vrrMZvNDBw4EL1eT1CQ9xr3wsLCGuv9+eefdO/e3fP+vvvuY/v27axbt47Y2FhSU1PrHQO2fft2iouLWbduHWvXruXRRx9l586dDBgwgIsuuohnn322wcclDDCBoJ3yQ6WOYUYzQZKBXKeJjlordtWBRXWy1qKni7YIJ7JfDDCboqHQHkyPkDyKbMEU24KRJZXfSjoQobcQqa9gf1nDL8w14nQiV1hRo8P9014bIlx2IKNQYg+iT2gOmRUpTAn0oARnxk8xYGFhYV4GWG3ExMSg0Wiqebvy8vKqebncJCQk1Li/VqslOjqanTt3cvDgQSZOnOj53J1bUavVsmfPHrp161brmOq7UvF0IiMj+fnnn+nUqROPP/44GzZsICMjg4iICAAKCgrq9TdxExERwaRJkxg+fDgXXnghX331FZ9++ilbtmwRBphAIKg/ZtXAjxaJYmcIFlXHQP1hgmQDwaiESDbeyh/JuIgd+BblcIpiaxCWIB2ypGJxanEorinCxKBS9pfFeN77jEYDhcUoRSWMM16HYrN5gvDbO48evYyhEftJDi7CpLHwQ6GPqx4ETU5z64Dp9XoGDx5Menq6l/p8eno6kyfXvGxj6NChLF++3KtszZo1DBkyBJ1OR+/evdmxY4fX54888ghlZWW8/PLLJCcnn3FMN910U8MO4iTXX389119/PbNmzaK4uJjrrrvOk8qooqKCRx55pN6rMZctW0ZGRgYZGRns3LmT6OhoRowYwYIFC7joosbJuggDTCBopww35jP/xIXYFRlZUpkQcoi99nJiNDIbzH3YXRrPvrJYvizwz2rSMruBzMJkZElFUSW0soLNqeHQyVyeWlnhgV+v4rmBvhlLzuJirJefR8iuPPbfkkTnRzYwvuN0Vh55xedjaO3YFC1HrZEYJDuKKreotESClsOsWbO44YYbGDJkCEOHDuXtt98mOzubO+64A4C5c+dy9OhRPvroIwDuuOMOXnvtNWbNmsW0adPYuHEjixcv9iTANhqN9OvXz6sPtxfq9HJ/8uyzz9KvXz9kWeaSSy4hNTWVlJQUzjrrLLZv347T6WTz5s31ausf//gHI0eOZNq0aYwePdov4xYGmEDQDrGrDoIlHYcqorApGkptBpYae9FZn89Om4bNRSkoqoRN1ZBTWX8XfW0MjDzGr0WuyUyliuCqXuNEKylYnFqMGgcXhu71uS9tp45oM7P545HOjD13O1sPDCV2Tc36Re2NYpuRIkMwkVoz4Rqz/7yOgqYjADIUU6dOpaCggKeeeoqcnBz69evHihUr6NzZtVAmJyfHSxMsJSWFFStWkJaWxuuvv05SUhKvvPKKlwRFIJAkiRtuuMHzfvPmzbz//vvs2LGDCy+8kFtvvZXExMR6tZWXl+f38QkDTCBohxgSD1CR05nbEzN46fBYtLLC9vJO/EYyWeVRnv16hJ2gwuF7OqKaVO7dhtc1HX7hk6Pno5UV5vx6JZMbL/MDgCP7CAA97s6lYmME4dcdodDWiVT5KoCATEcquT2RE/5s9n5PJ8ZYQaTWjBOZvoajnB8TG+ghCeogUKmI7rrrLu66664aP/vggw+qlY0aNYqtW7fWu/2a2mhqgoKCaj2mQBDQx59169YxceJEkpKSkCSJL7/80uvzm2++GUmSvLbTM5dbrVbuvfdeYmJiCAkJYdKkSRw5cqQZj0IgaJ3IyCRoy9DLTgCOV4ZyVbTLHR+md6Vy6mIs4Jww35JxA3zzzfmcHel9XlpOrnpcU3gWANv2d0La4ru3DUlG2y0FaUh/onRmjBoH6rX5vrfrAzts9dMaampi9OWUOoJwqBp+KO/LcWto3ZUEgjZAcXExa9as4ZNPPuGjjz7y2gJFQD1gFRUVDBw4kL///e+1uiovvfRS3n//fc97vV7v9fnMmTNZvnw5S5YsITo6mtmzZ3P55ZeTmZnZoBQFAkF74/G8IegkJw5FRi87KbMZeO7QpZh0NgotQQRr7bzxy2ieH/5fn/syFkDPoFz+KE3wGF7uWLCj5eEc3pZE73m7QFFgno+dqQor9z4HwAO/XoVN0aD5MBpwTW9eGvZ3pFATK4++6mNH9efd/JG82gLSUOZawrEpGixOLVfEb2dvRVyghySoiwBMQbZU9u3bx/79+xk5ciRBQUF1SmO4Wb58Oddddx0VFRWEhoZ61ZEkqV4JvZuCgHrAxo8fz9NPP82UKbUvhDYYDCQkJHi2qKhT0yMlJSUsXryYF198kTFjxnD22WfzySefsGPHDr799tvmOASBoNlJzUjzSzs7SpLYUtQJs0PnFYxdbte7AuQVDWelHGVF4QCf+4rc62Bp7wT+yImvFnd0ZEsHejzzB87SMlSr/5KoP/zbFMqdBqxOLZaoU306K8w4O8V5piSbg3Knvu6dmoHLY7YjSyoOReb/8gYQohVJ61s8AUrG3ZIoKChgzJgx9OzZkwkTJpCTkwPAbbfdxuzZs+usP3v2bG655RbKysooLi6mqKjIs9WmIdYctPgIzIyMDOLi4ujZsyfTpk3zCoTLzMzEbrd7pUBISkqiX79+taZMANe0ZWlpqdcmELQWsvKiuWD1XJ/bcSgyWknBqHUlytbICnanBqtTy97sBA7lR1Hwdhc2f+67Aab/xjW12X2elaMbOpL1cydKrUasTi32GDtqpQVUBcVm87kvgFT5Kn75x9kcKo8irySU2Ld/PvWhqqD+/Bua/r390ld9KLf7nlPTH0RryzE7XGlhLE4tbw7+OMAjEgjqJi0tDa1WS3Z2NsHBwZ7yqVOnsmrVqjrrHz16lOnTp3vV9QeKorB8+XKuuOKKRtVv0QbY+PHj+fe//83333/Piy++yC+//MLFF1+M9eRTcm5uLnq9nsjISK96Z0qZADB//nyvlAx1aZAIBC2JfVc/wsM9vvFLWzZFQ5jOdT71Cs/jUG40GkkhMaGImP8GkzPaicY/NhEAzh276fz4JlIe2oT8TizaZ6Lp/rHDb4YXuILs3YH2WlnBdsiEqlR3A0h2p9/6PBPrD3Yn1ljWLH3VhQ4nwVo74JoCFrR8JD9srZ01a9bwr3/9i44dO3qV9+jRg0OH6o5RHTduHFu2bPHbePbu3cvcuXPp2LEjV199daPbadGrIKdOnep53a9fP4YMGULnzp355ptvzjhtWde88Ny5c5k1a5bnfWlpqTDCBK2KiV1/87kNdwxWodWV1mPFloH06nWUrBPRRH0ZQnFvCUlRSNjoZ+NBVUCSCTpuQffnUZTyChRV8W8fgObwCUptBoz5kqvP03Ds2e/3Pmtiry2BgSEtI+VPasofrC6dyq+2JCL0Ig9kq0DEgFFRUVGj9yo/P7/WlEpff/215/Vll13G/fffz65du+jfv78nObibSZMm1TmGyspK/vvf/7J48WI2bdqE0+lkwYIF3HLLLZhMjcub26INsNNJTEykc+fO/8/eecfJVZb9+zpt+szO9pJskk0nJBASuhBCCSEooEh5FRFQbLwqBBFRRJCqoATBnw2UpgKvAiJICyUJCIQWCCU9m7a9TS+n/v44O5PdbMnu7Ca7SebKZz7ZnXPmPM/Mnjnnfu7yvdmwwU6mraioQFVVOjo6unnBmpubOfbYY/s8Tl9d4PPsed7ZNoFP01VcNKXvEHGevUNGjyumOvE50qALxFQnBd4kHWdb6LU+ilbJ1J2wByrlLBPh9Q8wPR7MRAJBkrCMYfZIKTKbt5Qz9bbu55rocCA4HBhDbKQ7UDRL4pnmQ/jWKBGdd4u2tzEvwrpvMFIyFKOJefPm8dBDD3HTTTcBduK8aZrccccdfarQ9xYWvPHGG3s8JwgCRj/Xnrfffpv77ruPxx57jKlTp/KVr3yFf/zjH4wdO5ZTTjklZ+MLRnkIclfa2trYvn17Vjht7ty5KIrC0qVLs/s0NDTw8ccf92uA5Rk5NqjlLAuNkjvRAY5L0tm4owzLEgin3BSslZCXFBNJupj44wQTH09Q/nIjge3D753KYCYSAN2Mr+FKjte3bu919d813Lk3EvHbDS910dHTl3JjvBRRsFCNvAGWZ9/gjjvu4I9//COLFi1CVVWuvvpqZs6cyYoVK/jlL3/Z62tM0xzQoz/jC+DYY4/F6/Xy9ttv884773D55Zf32RNzsIyoARaLxfjggw/44IMPAKitreWDDz5g27ZtxGIxrrrqKt588022bNnCsmXLOOOMMygpKcn2pyooKODrX/86P/jBD3j55ZdZtWoVX/nKV5g1axannHLKCL6zPL0RqR9HvRakyhke6ans03zz3dz6ou1K0JFk/F9Fgl9qJb6sFEfUovEYhapgGKuxGeHdTzHrGij4zyfDMt7eZIF4LlJBAUqb0uv2veX9AkgYTiTBZNoTPVffI4FqynaXg7wHbN8gXwXJjBkzWL16NUceeSQLFiwgHo9z9tlns2rVqn6beGd46KGHsrnjXVFVdbc6YCeddBJ//vOfufHGG3n++eexrOH7QEc0BPnuu+92cx9m8rIuuugifv/73/PRRx/x0EMPEQqFqKys5MQTT+Sxxx7LNtMEWLJkCbIsc95555FMJjn55JN54IEH8hpgo4x126vYpBexPVWEW9JGejr7LAuWLabMPTySBq+9exDTXvsQI5lk7D2r2PHdwwhusGhvG0tZ1G4zYukagty7ETPqMQwm3fgBe85/NzDKlTBBd5JQbHgrsHLFJWmIDot/HPv7kZ5KnoGyHxhRQ6WiooKf//znOb32kksu4bTTTqOsrLvuXTQa5ZJLLulXB+zFF19k+/bt3H///XznO98hmUxm89MHokHWHyPqAZs/fz6WZfV4PPDAA7jdbl544QWam5tRVZWtW7fywAMP9EiWd7lc3HPPPbS1tZFIJHj66afzCfWjjHTDRNZqZbwdt1cqirB3qs/2R2p87fztqHuH5Vhb/vcHmElbod1MJqm64w0KHn2XqueaQNh5abD0fdNg7jhr1khPAYCo6cIhGgzjwnlINCd9eeMrzz7F888/z+uvv579/f/9v//H7Nmz+fKXv0xHR8duX99XYd6OHTsoKNh9ekB1dTU/+9nPqK2t5eGHH6a5uRlZljnrrLP4yU9+MqgWTF3Zp3LA8ux7PLV5Nl/bdjKvRadhWCJOUadN8+6Rsf6xae4eOe5o4k+HP7hHj2/pGvqGTT2qBoeaKzUS/RfbDxaw0ukRGbsraVNhXePoUZxPG/tU7dUBTyYJfyiPfZ0f/vCHWb3Ojz76iCuvvJLTTz+dzZs3d1M02JXDDjuMOXPmIAgCJ598MnPmzMk+Dj30UI4//vhBpystWLCARx55hPr6er73ve/x3HPPccQRR+T0vvLfxDx7jIc3HM0nyclMcLdlJQ9MRDx7IAS5va6S9an93wDLMzDkslK0ShXLMPaq4n1vKIKBKFqY5v6gyJRnr5OXoaC2tpYZM2YA8Pjjj3PGGWdw66238v7773P66af3+bpMJeQHH3zAwoULu1UsOhwOJkyY0GcbxN1RWFjI9773Pb73ve/l7AHLG2B59gjffu9C3NIEAMY524kaLtKWzPZEIQXK8Dcm/ln9aQTknbpGjXVVuASJkKkzYWzDsI+XZ3Sz5rpJTLsnOuL5XwBvd0xAkkzMUZL0Hk7uVOV/f9s45ozbNoKzyZNn9zgcDhKdFdMvvfRSNmerqKio3042119/PYZhMH78eBYuXJhVUBgMGzZs4Gc/+xl//OMfCQQC3baFw2G+853vcPPNNw/6uJAPQebZQwTkVDbXy+jUYq50hKhyhwC4YOU3hnW8UkeMxtTOWP5j0RlomEwY20BjXdWwjpVn9ONuEjHfHx3VmzHNgWGKWNbo8IB9+Lmbsj+/kZjM8i1TR3A2eXZHPgQJxx13HFdeeSU33XQTb7/9Np/97GcBWL9+fQ91/F2RJIlvf/vbpFK5CQ/fcccdVFdX9zC+gGwnnTvuuCOnY+cNsDzDzm/XnoQiGDhFHY+o0qF5UUS73+C2RBG1sSKmeZuGdczbD/0Hjx3zh+zvl09/ibWqm6mP38RH6ujRYMqzd5BGkcj79vZCDH10Xmo3JMu5ectnR3oaefojL0PBb3/7W2RZ5p///Ce///3vGTNmDADPPfccp5122m5fP2vWLDZv3pzT2CtWrODcc/tOYzjvvPN45ZVXcjr26Lwq5Nmn0Sw7sn2MbwOFShxRsPg0WsXK8EQa436mB5qJGXu+E8HxEzYypjBEwsp3PTjQiE4feJ7hnswRe2XLNA6trAdAGIWuiG2JInyKyqXvXjzSU8mTp0/GjRvHM888w4cffsjXv/717PNLlizh7rvv3u3rb7nlFq666iqeeeYZGhoaiEQi3R79sXXr1h7yFV0pKSlh+/bcWo3lc8BGgAXLFrN0/pKRnsYe4YtvXEaNt5BCOc6bsSmkTRkTkRJnjB2JQnyONMWOGC817h01/G+Mex1jlIR+8uw9BGN0/M1/uOYcvjnxdT5uqkBVZab842Y2nPvTkZ5WljNKP+SNyGRm+/J5YKOVfCsi2Lat//Nz3Lhx/W7PeMnOPPPMbnIUGXmK/tTwCwoK2LRpE+PHj+91+8aNG3sNTw6EvAGWZ1iZ4mtGEQwa0wV45XQ32QkTAZ+iUiJHef2U24dlvL9vPIovT17JuW98p4e20ZYdlRzhEtiu74FehnlGNRXLR0fC+/9OWs6v15yCYdrBhtFWCRk2PBzhryUoJUZ6Knn6Il8FyYQJE/oVPd1dO6FXX30157HnzZvHPffcw0knndTr9rvvvpvjjz8+p2PnDbARYH/1fgFInXVnTsnO+TItgdpYMbMK6tmgOjm+ZBOXFGwatvG+PHll9ufbP11EgZTgJO8Gftc6j19X+BEr1rN28yHDNl6efYPg82sxOxt8C7IyYmKyn3Fv5i/eBE0dua2Q9zTPNh3MWG+I+cF1Iz2VPH2RN8BYtWpVt981TWPVqlXceeed3HLLLbt9/QknnJDz2D/+8Y855phjOOecc7j66quZNs2O3qxdu5bbb7+dF154gTfeeCOnY+cNsDzDyrZkEU5Jxy1qLK2fSpkvxpRACzHDyZRACz8o/hCZ4fdO/OPY33Pt6rMpkBI8GTmUqO5CrFgPwBkTVw/7eAciC8RzR1zUdKCY4Ui2wbfocmLERsYAez4+g0OK6nmhbXQWgiydv4QLVn6Di6bkdgPJk2dvcOihh/Z47vDDD6eqqoo77riDs88+e0DHSSQSbNu2DVVVuz1/yCF9L9IPO+ww/vnPf/K1r32NJ598stu24uJi/u///o85c+YMaPxdyRtgeYYVt6RR5IjTlPazsHottfESdFMibjhwiDqf/fRclp38q2Eds76uiqdjU3il8RgemfFgVvfrN2tP4fLpLw3rWHn2DkM19pKfOxzXU7Z3dG823gY7LD7fvZ1/xaZx94en8IXpq1EUAwuYUT681b+5csk7l3D/Efcz6bFbWHbcM7yyZRonTch7wUYj+Rywvpk6dSrvvPPObvdraWnhkksu4bnnnut1++5CmJ/73OfYunUrzz//PBs3bsSyLKZOncqpp56Kx5N7j9e8AZZnWCl3RjAtgSpnmIjuRrdE3msZyyEl9RxfsIHG5J4JxRzt3kx4rIf30xVMyD43fKHOPENnqfmPvaZK/9qTV42YAv7jzXN5nLlM8rYwo6qRCkcIl1Pj/Jr3OMG7dkTm1BuTHruFTedfy6fbf8dEuf9KsDwjSD4E2aNS0bIsGhoauOGGG5gyZcpuX3/FFVfQ0dHBW2+9xYknnsiTTz5JU1MTN998M7/+9a8HNAe3280XvvCFnObfF3kDLM+wsi1ZxFhXBwYizWk/CV2hyJ3IqtR/e+zyYR3PbJzKfR2Hc5C7joTp4OxJO3MFjhpfC8Cl717MfYc/MKzj5snTF5s6im3plaZySgMxGtUgBxU3Mc3ZwBatlGNHeoJAa8rHF6avpq1+LNMVLzEzxdLag3ig+bhha/aeJ89wEQwGeyThW5ZFdXU1jz766G5f/8orr/DUU09xxBFHIIoi48ePZ8GCBQQCAW677bassGtfmKbJAw88wBNPPMGWLVsQBIGamhrOOeccLrzwwn4LBPojb4DlGVaKHPHszylDJqkr+JU0imjiFdP8NzqFs4ZprAtXXsqJhWX8ff3h3HnYZm6Y+VSPfe5bfzxHj8785zz7IQc9+XM0zUl5YRTdEJkRbGRrvIirxz7HxasuZmJRG1+ePNKzBN0SWRMuZ2NQoVqOoQgC4+QwY1yh/VomZ19EsCwEK3c31lBeO1rYtYpRFEVKS0uZPHkysrx7MyYej2e1vIqKimhpaWHq1KnMmjVrt30cLcvizDPP5Nlnn+XQQw9l1qxZWJbFmjVruPjii3niiSf417/+ldP7yhtgeYaVSkeYZi2A1ll275R0fIpKS9rH7KI6Zjvrhm2swwu28Ha0hu/MWMGPP/kCp9fs3JaRp7h06mvDNl6ePLvD6dBRVZnWqBfLFKhLBFnbWM73ol8inZZpT3k47qWrh02GJVdOLl3Lqsg4XktMxS+mmOGs44nQ4czxbkGzJMzGqdkiljwjzAEagpwzZw4vv/wyhYWFLF++nKuuuirnfKtp06axbt06JkyYwOzZs/njH//IhAkT+MMf/rDb/pAPPPAAK1as4OWXX+bEE0/stu2VV17h85//PA899FC2P+VgyCvh5xlWwrobzRQJaR70TiMspLpwijq/blrAQx1HD9tYL7UchGmJhHVPt/52AK+EDhq2cfLkGSiaLlFWGMWyBFxOjY2tJTgcOuGEC0UxOKliPQ2joCIyrHs4s/gDEoaT2nQpf2g6kaShsDw8nZDm5tzNp4z0FPMc4KxZs4Z43I6o/PznP8/+nAtXXHEFDQ12cdb111/P888/z7hx47j77ru59dZb+33tI488wk9+8pMexhfASSedxDXXXMPf/va3nOaV94DlGVZihpOI7iKmO0kZMqJgYVoCXjlNc9rPT4reHLaxfjzuPzzSdgw/LemZ2BzVXMM2zv7M3kyMPxD4fM1qHl0zF0k2UTUZTZM4fNx2Pm0pJ5VWWFo/naJA7jeS4cK0BLaqJRzkruPl0AxaU15URSahK1R6Ijx+7O94Zcs05rusvCdshDlQqyBnz57NJZdcwnHHHYdlWdxxxx34fL5e9/3Zz37W77EuuOCC7M+HHXYYW7ZsYe3atYwbN46SkpJ+X7t69Wpuv71vj/WiRYsG1A6pN/IGWJ5hRRQsdFMiojpJGzJu2dZfiuouvl3+Kk/FDubyYRqrWk7ym6p3etwg7lt/PI8dkw895tn7rA6PobggjmrYWndrz/4Zx7x4DYXeBA3pAlpCPhSl/5L3vYGByEGuOtalK6lwRtgULSFlyKQMmajm4ktvfZMFRaWIE14f6anmOUBDkA888ADXX389zzzzDIIg8Nxzz/Wa7yUIwm4NsF3xeDwD1u5qb2+nvLy8z+3l5eV0dHQMavwM+RBknmHFtAQShgMga3wBJA2Fp8Jz+eYwquBXj2noYXyZjVN5vDE3Ubw8u0HYu5eLvemZG66xmuJ+Wlr9hLYVEE/YTeBjKSeNoUC2DZGmjXybJNMSMBE53rMej6gSdKSQRROXpNOU8GFaIv9ptcUpz3r9uyM82zwHItOmTePRRx/lnXfewbIsXn75ZVatWtXj0V8S/YwZM2hvb8/+/s1vfpOWlpbs783NzbvNKzMMo99Ef0mS0HV9EO9sJ3kPWJ5hxbREIqqz23OiYOGWNBpSARbXH8cf+s95HBIXbZ3HwQWNe26AAxnLHOkZjGom3HsHUriEyU8mWH+JjCBYTHrsFkRRQZJMRt7vtROnqPNuvIavBFfyYXQsCV3BRMC0BJyyjmpKlLsifPPdi7hszO6FLvPsOQ7UEGTXJPzrr7++z/Bjf6xdu7abcfToo49yzTXXUFpaCtgVjqlUqt9jWJbFxRdfjNPp7HV7Op0e9Lwy5D1geYaVe+b8jaSudHvOtAS8UpoiJcHJwU/3yLhHv/BjAB4+6j5kYTTd6vKMJqQcLuID4bD/tWUbNl11JdtP9VL8noxhiAiCRaE/wZjCEIJg4felRkUIckcqSFM6wO9aT6BISaCatleuyhOmxBUnoSsogkldooAn2+eO8GwPcKxheOyDdE3Cv/HGG4kNQ0cLqxdJjt1peF100UWUlZVRUFDQ66OsrCynCkjIe8Dy7AEU0cC0BOKqE7/TXl3YyfjwRMtczp00/GNOCdpuZVvD6J/DP0AeRLd7n+oHuSvylEnoG3qGwIfj/Xi/0IDHsi/k1SdsY0dHEFQZj1vFsAS2thRR6E+QUB2YVm6ijcOJT1KRRYOjfZv4V+thTAm0UBsrptiRYEPU9g40pgI4JINkZ0pBnpHhQPWA7ZqE/6tf/SrnJPyhcP/99++xY+cNsDzDjizaoSq/M0Uo6SboThLS3KimjG7umfyXCZ42rl19NuN9edXVPYW1SwPb0c6uFZ5WQ+99GIfDqCz3xPiooZKpj99EdZFAVTDMluZi4gknHrf9ucmSSTotZ38fSUTBJK47+Tg5Ft2UUAQDEYuI5sKnpEkZMrJoEEq5sgUFefLsTYYjCV8QhB4erlxV6/cEeQMsz7BjWgKiYFH79jimHV1LQleIaG7aU+6scTbcfBAay9PH38O1q8/eI8fPA9ZuGtaOagSxz6bcwuGzhnz4x4/9Hcee/2tiXwlnpVccnaKspiUgCNAe89j6YEpuCbvDyW8Oe4QLVn6Dt9vHU+RMsCVeDIAsGkSSLruYRncg7qvuk/2JA7QKMpOED7by/csvv5xVsx8olmVx8sknZw23ZDLJGWecgcNhe3VzTZ4fLvIGWJ5hRxQsEpoDvUKlLelljD9MKG3rcjVF/XtkzKePvweAWw55Yo8cP88+jmUij6lCr6vvuendj4ZlCGeHTrzTYBEFC58rTbsqk07LnVOwV96zS4avG8RQMS2BkOrGJ6uUu6L4pDSqKeEQDVySnYyv7iGvdZ6Bc6DbwaaZ28L9+uuv7/b7WWf1bIT3xS9+MadjDwd5AyzPHqEt6mXS/Sbi9SkiqhOXpBPVnBjmnqn7MBun8tn1i3hu3m/2yPHz7NsIkgR7uCeeJQloupQNu7sdtgyL1ZnzZRgComjhlXOvmhpOQmk3DtFAt+zvZFR34hR1zE4vXURzjop8tTwHJv/+979ZtGgRiqLw73//u999zzzzzF6f39UAG23kDbA8w45uiiiygXj9TnE61ZQwTJFCb2KPjClWrKdk66V75Nh59l1EjwczkcAyDPT6hm7b5OJi9La2YSsq2PJ5kaBi0FJbhG96A05JR5JNDH3nokMQLN5rq+bQZ67r0T5rb6NbIropIgoWEc2JLJg4RDvMnNAVTEtAFkxSpsyiFZfnFzcjhWUNbfGwjzbj/vznP09jYyNlZWV8/vOf73M/QRAw9tH0iLwBlmfYaQgVYJoCuilmc750U8Qh6UTSw98iaMmaU7m8cAuTvPn+j7mwP7cjEhSlz23rfjKVzYuvHLaxlKIUwrNFuIuB6fZzfk+KUMSDIFhYloBhiMTSzqxI60giChayaGJaAh5Zw7QEIpqd/6WbIkGHXcGcMuS8J2wEOVCrILuGHXMNQQ4369evZ9myZTQ3N/eYUy6VmHkDLM+w43Ro+F1pUrpCwJlCNSREwUIULCYH2/bImEuTMjfMfGqPHDvP8LG3jT0jHO5zm7u5u1Ex1GpI0xSoeK4OdVwRm8ZWsOWbP+QzS3+UNb4y3rBIzJUNS44k1Z4QtbEiwM4Fq48GmFrUgiyYhFQXIdWFR9ay3908eQ5k7r33Xr7zne9QUlJCRUVFt2rKXNohQd4Ay7MHKPPF2N5eyJjCELopYlkCYqcnrD3tHvbxFh/04rAfM0/f7E0tsD051ie3Le42juge2rkpihbGjnqkkgDT/piGb9qGjcetkkw5skn49vdh5A0azRLxKSopQ6Yt5bHlYrp8P01LyHqw8+HHEeQArYLMYJomDzzwAE888QRbtmxBEARqamo455xzuPDCC/earMTNN9/MLbfcwo9+9KNhO2ZeCT/PHiEVc2ZDHIpkZFfQ29sL2bJjD/YiyrNHkIoKR3oKe4wF4rmELj4GsbLvhrsDwTQF1t97KHywlsQ4P4uqL6ehKUjAnUKWjWwvSBgdaTnlzijlrgjjve04JR3NkGhPeZBFk3Rn2LEtaffJW7Bs8W6OlmdPIZhDf+yrWJbFmWeeyaWXXkpdXR2zZs3i4IMPZuvWrVx88cV84QtfGPQxd9d6qC86Ojo499zh9d7nDbA8w05SVyBul65nckcy/3tcKtfXnz5ic8uTA4KIECxALi4e6ZnkjOjorube1asmFRUiqRCfMTiNoV0RBAvFo9H0nSPwvbMNK5lky4XXkNbkURFy3JWkoeAUdXRLQjMlCpwpnJ3SE4poUNcRpDEcQN9Dlct58uyOBx54gBUrVmQbcT/yyCM8+uijfPjhh7z00ku88sorPPTQQ7s9jmma3HTTTYwZMwafz8fmzZsBuO666/jzn/88oLmce+65vPji8EZb8t+sPMOOW9Yoq2nvdVtNsH3UlOHnGRiCKIAkgc8z0lPJGbOLir8g70zMXyCeizZzAo0LNLZ9cWiuAssSYKOX+GfiIAgY7R0ce/6veWfRrXjdO895r2d0nP+iYBHRXdQlCnBKOgldIZRyE9dsY9U0BCwgknYRTrnzXrCR4gDtBQnwyCOP8JOf/IQTTzyxx7aTTjqJa665hr/97W+7Pc7NN9/MAw88wO23354VYQWYNWsW991334DmMnnyZK677jouvvhifv3rX3P33Xd3e+RC3gDLs0cocCWzP3dN4DUtgbDmZuHyK0ZgVnlyQfT7sRqaMHb0FDEdDvZ2b8kX1b9nf5bHjWXrIjc11c2QGprg6NiHFCbdthpxvZc1t9phdsNpe75ELCTJNvDGBzuYVtHMpMduGdJ4Q2XJ7EdRBBOx8w6tdRbLSJ0xK0k2qQqGcUh2iX8+EX9kyFRBDuWxr7J69WpOO+20PrcvWrSIDz/8cLfHeeihh/jTn/7EBRdcgCTt/J4fcsghrF27dkBz+dOf/oTP52P58uX89re/ZcmSJdnHXXfdNaBj7MqIGmArVqzgjDPOoKqqCkEQ+Ne//tVtu2VZ3HDDDVRVVeF2u5k/fz6ffPJJt33S6TTf+973KCkpwev1cuaZZ7Jjx469+C7y9EVGU8i0hGwIMqErnFy4hqSusHJrzUhOL88AMaNRzGQSKRgEYfgvGSMqgaEoFGyy+5dWTBhahe7y/1yNECxg0m83IMom0sFT8W+xFyKCsFOQdW1j+agyZlyyjihYpHSF90+/GZes45AMCr1Jbp/8OJGkiwJXko7kvusB3afJ6IAN5bGP0t7eTnl537mZ5eXldHR09Lk9Q11dHZMnT+7xvGmaaJo2oLnU1tb2+ciENAfLiBpg8XicQw89lN/+9re9br/99tu58847+e1vf8s777xDRUUFCxYsIBqNZve54oorePLJJ3n00Ud5/fXXicVifO5zn9tnhdn2J1RTyhpesrhT5LFCCdEa9dJmekdyenkGiGUYdh9IpwOsPZzRuwcMvL64dvXZtMyrwH9+HRu2VdDUOvRG7k2LxrPjy1MQJZMNFxcTmehmxr9uoCPq6ZaE/2l9BXOqR36h2KZ6cUkaRc4ELllj6uM38dy83/DcvN/gd6b4xkcXUuyLA+B35pa8nCdPrhiG0WsD7gySJA2on+PBBx/Ma6+91uP5f/zjHxx22GFDmuNQGFEZikWLFrFo0aJet1mWxV133cW1117L2WfbDZYffPBBysvL+fvf/863vvUtwuEwf/7zn3n44Yc55ZRTAPjrX/9KdXU1L730EgsXLtxr7yXPTpbOX5LNF8ms9Ks8YXRTImE4SJkKR43Zyn+jU/nzG5cx3deY7+G4D7CrkvweoRcDb7ilKDLH+++PjibyGQGXJRIsjiE9VcSCr57PUuOxnI9dcP4OUrpCvDWAMDZJU4EDOd1TDFZRjFHRYzGhK0RUJ7JoEkq5cSo6x710Na+fcjtL5y9hzrM/zVZIKlJ+UTsSHKhCrGDbARdffDFOZ+/Cxen0wPIpr7/+ei688ELq6uowTZMnnniCdevW8dBDD/HMM8/0+borr7ySm266Ca/Xy5VX9i/afOeddw5oLl0ZtTpgtbW1NDY2cuqpp2afczqdnHDCCbzxxht861vf4r333kPTtG77VFVVMXPmTN54440+DbB0Ot3tDxeJRPbcG8ljhzcMhdaUF1k0ebbjUIodCUTBosbbxnT3nsktyjMIBHHPe7dGCXJpCQvEc3EcOYuKY1pwSjqxtBP1cyG4b2ifgSyaeBQVOp1dsl/NCrFmsCyYVNI6KgywTIWjaQm4ZJ23Pntbt+1pzb5FCPvyXXxf5wDWAbvooot2u89Xv/rV3e5zxhln8Nhjj3HrrbdmRVPnzJnD008/zYIFC/p83apVq7IhylWrVvW5X65aZKPWAGtsbAToEf8tLy9n69at2X0cDgeFhYU99sm8vjduu+02fv7znw/zjPP0hZ0DZl/oi5wJtsYKkf0GaUFGFg3WJqtGeIZ5lhqPsUA63/5lDxtig1XDF6ThNVSsihJoaaX5cD+lkp0/4pJ1GuuLqBimMWTFwDDEHsaXKFpYlm2oJfS+2yTtbUTBoj3qYfL/3YyiGKz5gt3E2LIgmnbhVtRRlbeW58Dg/vvvH7ZjLVy4cNBRsVdffbXXn4eLUV8FuatlaVnWbq3N3e3z4x//mHA4nH1s3759WOaap290y+4LWRcrwCXpdKhenJJuhyVNx+4PkGfPMwjDazgS5wdkWAkidVcelfMY3fS+/H57zC11yBMnEJ6+8/02NhUw5f40omfoieaiYHXL9+qKaQqUBmPENAeb6kuHPNZQyRhVqiFlvXYZ4wugxB/HIetoppSVp8izdzmQqyCHG1VV2bFjB9u2bev2GClGrQesosJeizY2NlJZuVM5vbm5OesVq6ioQFVVOjo6unnBmpubOfbYY/s8ttPp7DOmnGfPIWLhVVQSuoJH1kgYip2kf2BEvvYN9mIY0jLtO4MgK1h675VIks9Lcnay122DpeGiWVgSJMuh5rqVOKr8gO2hnfp7DWvl6iGfiqGkm6A7iSCA26WSSDoQRQuXUyOZsj1eRa4EqilR+pwLvjzEAYdI0JEiZcikDJmKYIT6toLstoXLr8ApCezoCKLIxqgUkz0gGGol4z5cBTlcbNiwga997Wu88cYb3Z7POGtGqmhv1HrAampqqKioYOnSpdnnVFVl+fLlWeNq7ty5KIrSbZ+GhgY+/vjjfg2wPHufiOrM5rxopoRqSvikNEElyY5kkM+u+P4IzzBPV4HSvUKnsdeb8bXU/AdLzX/wfPgvbP7ST4Y0jH7K4cjTpyCpkDw2jiMMiTMOZ1xRB2lDJpJyYa1cPSyhzpaWnQZMRcDOLTW79ICcW70D3RLZ9EE1gb+vHPJ4Q6U97Sah2wshzZBwOnWm/ONmwPaKLZ2/hDVfuJ5kykGql2KCPHn2BS6++GJEUeSZZ57hvffe4/333+f9999n1apVvP/++yM2rxH1gMViMTZu3Jj9vba2lg8++ICioiLGjRvHFVdcwa233sqUKVOYMmUKt956Kx6Phy9/2V42FhQU8PWvf50f/OAHFBcXU1RUxFVXXcWsWbOyVZF5Rg5RsDAtIft/5jmnpOORVTySSspU8Mlp2o28xtBII5UWozfYuZNSMIgRCu2xsazjD0N4/cMeHrc9Icpa+xXwry5l7IPrKHujhDXfd+KZ14Eb2/vV8XEJQTZ0SmAYQ6q69KxzYFYLlBTESOoKomiHI7OeMEkDXEz7bQO6Ze7Vxub9kTZk0rqMYYjMrGpgxr9uQDeCTHrslmzemsOhM+2JG1l39s9GeroHFAdyFeRw8cEHH/Dee+8xffr0kZ5KN0bUAHv33Xe7tRjIlHledNFFPPDAA1x99dUkk0kuu+wyOjo6OOqoo3jxxRfx+/3Z1yxZsgRZljnvvPNIJpOcfPLJPPDAA93UbvOMDKYloJt27lfX50TBQjclUqaChIluifkE31HApssmUnNbBDOZQps9EeW9DRhdNPeGk43nOamoPgr/39/MPrcnDRFLAKuiGOPjdTgLDyHotsOasmBS/BEgiH2GQQdD0Ym2VIdL1qgPFXSL/kwobWNHvIBNa6uY1rAaANHtHvKYQ0EULNK6jFvWsuHHlqSXdBdvl2kKFPiTxJJOTCMfhtzrHMBVkMPFjBkzaG1tHelp9GBEQ5Dz58/HsqwejwceeACwE/BvuOEGGhoaSKVSLF++nJkzZ3Y7hsvl4p577qGtrY1EIsHTTz9NdXX1CLyb/Y9FKy7P+bWmJRDr1BfKIIsmqikRdKQwLQEJk7RlX+iDjuHJ88mTO77D2lh/2yEIooCjtoUtV8zqXRh1GMRSt/zvDwh/McrWG49FHjtmjxpfomyQKrF/lsvLukkqNIYDdEwT7H6Xw4DfkUYULDRTwtBFRNEeS5JMls5fQiTlovwNETPZeb7nWL4+XCR1BUUyMC0Bq/ORYdP51yIIFrJiZI2vzPvJk2e0E4lEso9f/vKXXH311Sxbtoy2trZu20ZShmrU5oDlGTkyIqoeeWgeAd3ofnplNIeKnTF0a+e2kOqmPZ0PQY405nPFTL+zzk6Od7tIl5gkzzqip8HVGTYcaiXkmi9cT83xW3lu211DOs7uMBIKU/7ShPHpRjZ9dzLjimzpCdMSKHjSR83N7w9L9WNXVF1Gls2sFMX6c64DoD3iJfjEB8MurZErTknHJenZ76YgWLx+yu0ATHrsFixLwNDFrPHVV3XnUMk3+u6bfBVkbgSDQQoLCyksLGTBggW89dZbnHzyyZSVlWWfz+wzUozaKsg8I8OCZYtxSTrXrj4bh1iS83FePvFOjnnxmi4hx52hyA0Ru/w+orvRLBERq5tBlmdkCB+VomxlELZuJzyzGFeLiGAZyCVF6C17xn3/wgl37ZHjdiWwVkbfsInt1x3LmGN2ZHuTioKFu1VHLCmCVHpYxGh1UyRtyLgUDdUpoWkSG8/7aXa7tMmDmUrb4wgi1gCVvPcUvk59L9kwCQYSROMuZvzrBsD2TG86/1omPXZLVs8s7wEbAUzLfgzl9Qcge0K3a7jJG2B5urF0/hKuXX02McNJQh+a7o9qSIADn6P7TcYhGqQMmbQp06F68jlgo4TJY5upO3Ec4+oqUAMC459qZ+tZRYhqDUqsGuE1WwlakCS7N+Q+gtKZxjZm/vas8aV1VuRKIhhjS7BWrh6WsdoSXgrdCRKag0J3gli8u9zNpHs2oncaX1JhAUb77hsJ70limiO7OCrxxPE6VOpagwiClTUcM54vh0PrlhuWC5kFnm6JPDfvN9nnl85fMqTj7tfkc8By4oQTTsj+vG3bNqqrq3vVFR1JHdC82yFPlgXLFnPBym+gWfbNqSM9tARhr0MlqdkX7Iz3SxQsSlxxPLKGV05T6EjgkbVsCCRXrv5w6MKgeSAx1qTx8xNpPU5j6w0yzg6IjVGoX6ySOvNI5PIyAESna4RnOnA0HwhHzsoaXpop4ZY1ZMGk6UgFce3WYRurvdlP2pAJOFNE0js/oyOft6U0zGjMfsIyR9z4AlvlPq7aRmJccxBLO5Eks1sumGkKbDr/WtJpZcgesLQh8/Tx9wz5+54nz2CoqamhpaWlx/Pt7e3U1NSMwIxs8t+CPFm2txcywd1GSPMQ0jzs+Khy9y/qh9aol4Ar1e050xJIGQo+JU1r2keb6kUWTFzS7jva90fazDtzh8rWtiKsgE7JuduYMqGRsYUhQgcZRCZCmT/GjlNEEodPQBpfjamqIz3dAfPRrxez7hsuLEtAEQ0MU0Q3RRTJIF1kYoTDwzbWlot/hCIaRNIuonEXDod9Xr992q0csngJZiLR4zWnOkZOjfWthbfhd6aIpl0kVAfhqLtHnpes7PR2mtuGlisnCb00W8/nf/WLwBBzwEb6DYwC+uqOE4vFcLlGbjGZv2vlybKwZg07UoW0prxZ0dRpNy1h3XW5XSAl0db8yoR9Ml6wkOqizGV7AmTBlqGY7G/hyOd/wtun3ZrTWCHNw0Vvf50Hj/xzTq/PA0W+BP7idkxLsI0US6RmegOGZRsrk2fuoGm8H/dPHIiKjKkNzWjem4yf0ELakFEkA5eskdQceB1pql8afuX/SNpF0JVE9UoEXUlm/ft6SnwxwgdXUN7L/mLAN+xzGAw7OoLZZHtJMll/znVM/edN2e2Z9IBN51875LFePenXQD7kOCjySvg5k5G2EgSB6667Dk+XYhvDMFi5ciWzZ88eodnlPWB5ulDhDFMbLcIl60TTLhxhAd2T+5e3IhDJJjtnjC9PZ+hHt0S8chq/kuLw4BYmuZo7c8Zy4/zSlThFnRNf+UHOxzjQ8Tttb+XLJ96JiUBH3ENz1E9SVbIhI1kyaTi5hKbHJyK+UslxL109LGNfvupLXLDyG3zv/Qv40lvfHJZjdiWWdmYXA6JgIQgWhilS/xmZ7T87FslnG0GZbgBDqfAMOFOIgkWRO8Gm7WVUBCLUbiuj/DUJ0dE9r1KQlREPRa47+2cIgkVpMIbHrTL1nzdhdKlg7tobcqjs6u06+dUr88ZYnj3GqlWrWLVqFZZl8dFHH2V/X7VqFWvXruXQQw/Nyl6NBHkDLA9gXxhXtE4hqSoElCRN60vQ/BZyTSznY+pm9+R60xJQTSlb8eiTVQxL4JXmaaxLVOJz5l4RNl1p4zMFG3BI+05y+Ghj6fwl2ZvhipPvQO7yWWY8Fw7JIHSIRsCVIqkrdMSHR76hXfXyt6Pu5Z45f+ORo/80LMfsiiSYKJKBW9YQBQufI20nml+9mOr523g+cj+x/zk6K8Y6FIHUuOqk9p1q2pMelHo7v8pdkMIZMXuEbodD/HWoLFx+BS6HRjztIJlWcLtURNFi8v/dzKTHbgHI/j/5/24e8ngLli3m5FevZMGyxRhdcsHOev27Qz72/shIyVD87ne/o6amBpfLxdy5c3nttdf63X/58uXMnTsXl8vFxIkT+cMf/tBt+7333svxxx+flYA45ZRTePvtt3Ob3AB59dVXefXVV7nooot47rnnsr+/+uqrvPDCC/zxj39kypQpe3QO/ZE3wPIAMKOgkYMLGgnH3SR0JwUTQxhuE21r7uGRcMrdLdlWFCxSuh31lgWTNtXDVG8TNb520qbMt8avyHmsT9RSatOlQ84ly7OTz437BKeik1Btr00o6cbrSDO5ppEdzYU0h/3dPCW5cu3qs3n4qPt6PD/3uaGHvDI4ZCPbDgvsxUBDaGffxpNfvZKG0+xzR5CknUKpOY2lM/YVHddfiih71yBtyOhrA7ie6tn7UZo5jbZvjmzf2owIazKl4HOnEQTYcO5Pu8lnZMKPkmxmjbFcyBj5L594J0A3Udynjvttzsfdr7GG4TFIHnvsMa644gquvfZaVq1axfHHH8+iRYvYtm1br/vX1tZy+umnc/zxx7Nq1Sp+8pOf8P3vf5/HH388u8+yZcv40pe+xKuvvsqbb77JuHHjOPXUU6mrqxv8BAfJ/fffTyAQ2OPjDJa8AZYHAEU0WdU+BtMUSBkyyfeLkGMiYw9pyPmYBa5kt2oqsL0DpiUQ0504RZ1SOcrxBes4yNuAZuWekvjf2FQ+412PR953ksNHO7cc8gTvn34zQY9tjLyz6Faao340U0Jx6pimMCzCnJmqW4BpT9zIhSsvZcGyxcwoauLClZdmt2UqCXPBMMWstyWTk1gZDLNg2eJsr9Kasc1suvMYIucdMSRhVres0fytBJ7H38L/yjqSf6ukaI3VXdBWEIl85Rja5hZR+sC7OY81XPhdadwuDVWTkbp0r8gYSHOe/aktzGoKdl+nYWDp/CVZz2qe0cWdd97J17/+dS699FIOOugg7rrrLqqrq/n973/f6/5/+MMfGDduHHfddRcHHXQQl156KV/72tf41a9+ld3nb3/7G5dddhmzZ89m+vTp3HvvvZimycsvv7y33taoI2+A5QGgIRVga0sRhf4EKcM2hAIHtyMJZs5VSq+e9GvMLjU4miGR1u2bbUxzUJcIAmB2noZhw8NVH56f01jrouVoSBzka8zp9Xlszn/z2z3+3v9d8Esue/8rTH38Jsr8Ucb7OphY0sb4knYqCofWxmPxB/9DzLDDdAuWLWZcUQfrOsoIOlKUOGMElSQnv3olBz35cw4pqc95HFmyPVFge2JFwcIhGThEg5jqpK49SCztZNLs7bQeIpI64eAhva8xwTCix4MRClH8+McE/mr3vJR8Psz5c5BmTMa3LUXJWy0jXlGqGRKmJVDoTWRz42CnEj5AMq2gKAaGIWLq+bq6vYlgWUN+AD3a76T7EAFWVZX33nuPU089tdvzp556Km+88Uavr3nzzTd77L9w4ULeffddNK33MHsikUDTNIqKigb7kew35A2wPCxcfgVjXCEsS+D8Ce/Zat7lOsWeOEnNQWMkd9dtLO3M3vgEwSLVmdAtChZR1UncdCJick7gI94OT2B7Ire2EE9+5v/x7/bDeKdjfM5z3RcYzrBcb9SGixAFi1n/7p54/bs5f2X9F69jS3MxDx91H8/N+w1BR4pC59B6eDpFnULZlmbI6MG9fdqtuCQN3ZSIGXb488gx29geD+a8GGhoK8Cj7DR0Mu13/jPvbv674JesP+c63ll0K1vbiiif08j2hRITH8mtIjdD9PRDADBicQRJQi4qpPW8WWw6V0Ev8iK+9iHhWSXI48YOaZyhktAcSKJJa9Rre8IUjamP39RtH02TSLW6EUWLkuLhadC+YNliFi6/YliOtV9jDsMDqK6upqCgIPu47bbbeh2utbUVwzAoL+9es1teXk5jY+8L3MbGxl7313W9zybY11xzDWPGjOGUU07ZzQew/5KXochDlSfMGQWreKtkAuvjFYiCxYRJTYDtOagI5O7lcMo6rVEvlQURUrqCLJnZkI+JwN+2HMmjM+9Hs0A1ZcQhyDY7RZ0iZ0+dpf2J9xblnn8zEJKqgt8p4nX27pXpKkXwj2N7D0cMlohuJ7yvbynF705z7eqzMSkmpLlpTvkwLYGQ6iaSduVcKStu9mCWtmeLQtpTHhJqT1X36qIOGiMBxs+sH3J3hvAkES8gFxWit7WBz0NoisBBN9ZipVUsRcb/7Gr0RIIF4rl7tCF5f4Tibgo8SbxOlY64G7dTw9DtHpYZ6SRBADrDzYIABz91A5+cdcOQxs0UfCxYtjhfCbkX2L59e7c8KKfT2c/e9Koa35uWVn/79/Y8wO23384jjzzCsmXLRlSHa6TJe8DyUOUM88N153LemPeoSxSgmyLbPqpCMyREwaI+XLD7g/SB2HkRj6ZdhOJunIqevbGN93XwubEf02K4MBDwSCpnlq7Keaxj/Ru5bcxz3Lf++JyPMZo54rmfcPKrV+7RMVRdojnqRxJzDz0PlEOfuY6kodCqepn/8lXMrqzj7dNupT5dwN+OupeHj7rPblulKyR0BUUycjbQN/x4MbJoZhPx42kHH37uph77Je4dQ0UggiyaORtgS+cvIZp24Wm0ECTJNr6A5PQKnO2AbmCl0yMeesyw/ovXEU26CLqTFHhSaJ1pAhvP+ymmKTDpsVvQEgqCT2PDuT8lFHMP2fjqytL5S/JirP0wXCHIQCDQ7dGXAVZSUoIkST28Xc3NzT28XBkqKip63V+WZYqLi7s9/6tf/Ypbb72VF198kUMOOSTXj2W/IG+AHeBc9PbXWRurIJJ0silVhmpKOCSDsa8aSKKJqstD8gQ4JJ0yfxRFsqvQMhd3gBJnjJXtE/gkPYaUJXJe6ds06bkbe+tSlTwdm4Ii7J9SFO8sujVbPbanKPQmmVHahGkJQwo9D4RY3EW8s+foGF+YiR47VKGbO88R3RJJ6zJpQyalDa0PYYaE5mD1GTf2us23JTksfUnDCRcly3ZkdcUA2g9SKNhisuPCadkqy96U8UcCh2JXgKZ1GaesU+DvHlouesOBvMP2VKw/57phH98cpsT+/ZK9XAXpcDiYO3cuS5cu7fb80qVLOfbY3it2jznmmB77v/jiixx++OEoys7vwB133MFNN93E888/z+GHHz64ie2H5A2wA5yUoTArUIfPpbI2Uo4oWKxfXc2O/9EIOlOkdJmqgtxbtVidwpcOScft1HAoO5XxJcFivK8dgKjpYJLSNqT3oog6miVxkqd2SMcZbZz4yg965OTsKcb4wxQodvXquGDHkCoPd8fE8laimgvdFImoLm455AkWLFtMuWtnjtGm5hLcipZtHxRL9R822R1mZzuiPln5UTZncShGQVUwTMtJYzHTtrit6HZT8lGawNoQam9pjsLIXoqDnmQ2Gd+p6ISj3XXQ3v/jYjZck/dSjQgZJfyhPAbJlVdeyX333cdf/vIX1qxZw+LFi9m2bRvf/va3Afjxj3/MV7/61ez+3/72t9m6dStXXnkla9as4S9/+Qt//vOfueqqq7L73H777fz0pz/lL3/5CxMmTKCxsZHGxkZisdy1Jvd18gbYAU6BkmRHyr4j6KaIQzQQNYEpVc2kdJlS79C+HJJokjZkZNGk0J0g6LJX1popcVLgE47yb+ZXn55CUEzz9TUXImHx2RXfz2mscwIfUO1o5zet84Y059GGLJqs/+Lwex164/Fjf8fybZNoj3mIas5uraEOfuqGXl9zwcpv5DTW0vlLaEr4KHNHs+K8S+cvIWEoLFx+BfNfvorxJe0oooFmSOiGSLE/ntNYAIcV7mBbSxFtcS9Hv/DjHtsXiOciupxof65g/eZK9DsrWTQhN6OjI+khPkZAnm6LPJqpNKpfZu2VPib+vTn7fBbLHJL6/lBxSjpSZ9jVKemMK23Piq5uOv9aJjz8C2r+tjNpe/oTNw5r2DDj2c2HIkcH559/PnfddRc33ngjs2fPZsWKFTz77LOMH28XOTU0NHTTBKupqeHZZ59l2bJlzJ49m5tuuom7776bL37xi9l9fve736GqKueccw6VlZXZR1epigONfBL+AU5DMkBCV5hdUkdtzC4HluMCcc2BW9ayrVs+s/RH/HfBL3MaQxbs3JvWmA/DFHB1Nih+pPloJnlbOLSiHs0S+d7EV3k/PoH1TWU5jeMXYI6ziaCY4NJ3L+a+wx/I6Tijjb2doGwaIjMqG2mK+7s973IMv2p7QnOQMhSem/cbJj12C5vOv5a6RJC45sAwRdyKPaZk2KVc/XqvdsMn4cpOmQWBpNbz0icVFbLtWwcx7p7V1J80A+fz72HlqIgfWl9E+XFNxE8waH35WMbesRL/xy2MTxcTnlVC/XyL6X+YhvHxupzfz3AjChaF7gSGKWIiUBRIZA3wLRde002AVRRN6roI2ebZcwxFzT7z+ly47LLLuOyyy3rd1lv7nhNOOIH333+/z+Nt2bIlt4nsx+Q9YAcwC5YtRrdExvk6aEja+T4pQ8a7A+qaCqkPF7C5rhQAnyO3NkGiYKFIBqGUG0GwSKcVYgkn0biLxqSfxnSAkOrmv8nJ3LP5RMqUCIX+3PJiXkhMYGl8Ei9FD8YtjnyLl30Vt0tljCfEEaXb+Oa7F2WfP6y0rtc+jR81V3YTTB0Mh5TU05ryctn7X2HT+dcy+z/XEU67KHCkUA0J3RSRRROnpCNLJh5Zy7nfZ7W3A8sS0HWJQnf3HKfx990BqoZgQsfnZ1H1sojgcGDEczsXJ83eDkBLxEfB/Caav3UUO86swPPBdvzPrmb6NZ+QqBl9BowoWCw7+VesOPkOCjq91VP+YXvCRNHKGmFjgmG+MHH1iM3zgGIEQpB59g55A+wAJiMHcWHpG6QMma1tRWxYX0XB+TtwujVKfTEmj22mPeFh3foxOY+jmyKxpJN4ws7fMQy7xH1LSzEVzgj3T/oHs11bqfJFqEsHSfYiDzAQLpryBn4pyYn+T5np3ZHzfA90VE1GEQxEwSRu7Gwefd/hD/Tap/G4MZuzIcTBsqplDPXhAuK6fW4EXUkEwaI57iOlKjhEA1kwkUQTnzNNQldQjdwc9x2qF1G0sCwBRTK6hbvkkET01IMpfzdN4bNr6Tg3juB00vbNo3May7QE3jz1F4wtDOGSNQrP3kHF57ax5raxpE44GMHtwv3CB4hzZyIcNfKVYDHV/vx1U2Teyz/s1iR7w7k/5TNLf0R5YYSiQJxJj93C9vbCrHzIcLBw+RV2T8p8K7E8BxB5A+wAJpNkvCI2HYDxxe1Ysr1aqi7qQOlsxhx0Jyn4OLebXlJXEAXLbmHSiSBYGIaIJJkkDAd3tn6GV2MzOK5wI89uPJhLp/435/dUm7bDl5tSZVyz+pycj3Mgc9KE9WxLFLEjWYgsmEz9Z/8FAJuiJciC2e8+fVHhjVLsi7MjXsC5b3yH7a2F1IcK8DpUPjnrBhySQaU7gqczHC6LZjdB1cGwNVKIJJlMKG3r1qMUwL9VwP/KOqSX38OKxan53yYERab8n7mFCNsSXsAOHxuWSGPY9jDXjG2m4ZI06380hehZc2g6OkBomhepoGBIDcCHilPS0To11pySjmZKLFi2mAXLFjP/5atwyRql7jgO2cDrSWNaAp+Ge5ckyAXTEnjhhLsIOoYm7Ls/IphDf+QZneQNsAOYjAfsv60Ts89NndjA9tbCHjeoyJTcvsVGp+p9VWEYWbENOssScDh0NE3ixR3T+Z/ClYiCySut0xBEi//3yQk5v6f3wuNZsv1UYoaThlQBv1l7Cmbj1JyPdyCyJlROY9xPfSzA1mghJ9Ws73f/qf4WvHJuIWqfouKUdKJpF60pD5XFYSTRZEdbELA9MnWJAo4v3phV3d/13BwokmgS8KSQRZP2hKdbbp3hhOfb70UeU4V12HT05lb0llasHLW6uhavSILJ2MIQoaQbWTRxu1RcTQLt00WwoHjZdjAM1v/iUCY8/Iucxhsqy07+FZJoInf2gXR28UQpkoFmSjTG/XY7MU1GkQ22tRZxyTuXDMv4mb9Fb03ZD3jyIcj9lrwBdgCTkYPY9Yamt7qyF+IME2bUc/CPBp8M7nOks562rkncGd0hVZO4bM0FPLj2aNpTHk6pWYdlCjnLHzg61fAVwaA55ePZppmcu/kUznjtezkd70CkMRzA50ijGhJR1cmHbf2Hn++Z8zda0v5+9+kLUTA5qWwdhe4EUwKtGKaIz6VmexA+ffw9/Gfe3Vw94zmePv4efIpKOJWbp2hCoJ1CdwJZMEmmHd22SZ32oxVPwLufgGUiOhwY0dza7iydv4STX72SM177XlZXLOhOYloCggCGBwJbLIrWpcHtwojFkMqTlCx37ObIe47MPDPfV1GwcHQWPSiiQSRpS4boml2RapoCb26vGZax89WPeQ5E8gbYAUzXC21MdWYvwFNm1PXYVxZNqhZt6/H8QLDV8C1KvDslBBLJzpwTQ6I17M0agy/VTgOgI+rJaazvVryMW1JpTBXgkW2DT8TKOUfpQKQ0EMO0BFRNJhTxkNQUznjte3zxjd4rogASem55eyHVzfZUEbJgsj0RJJJ0kdJkjhy/tdf9ZcHErWg5GdRuyQ5j1scCPWQ9Og61FwRGKIRl2EaHqaqIDgeHLM6tCtUhGSQ6Q/AZMjpkUgLSBQK6R2LrF8tInH0UU75fT9FD7+Y01nCSma9qSKidoriiYPHJWTegGyKiaBFwpxAEi0Lf8AnJ5hdJfbCXhVjz7D3yMhQHMKJgIYtm1gOWMcgylWddyVWUMtNmpOs4sNMrbuhi5/8CuiGysGYtL2+bgp5jz79mw09UdxFSXQQdKUxLyNk4OFApdcf5qL4SWTaYUdWILJrENEef54D9981trKAjSdJQSBky29sLwQKnRydl9P43G0r/ya0xW+/OIfWUspASIvNP+yVdR11q/oMF4rmUn5XbwiOlyz2+R5YlEHCl6JgbJ55QqHqkFsMxhehFEQRrIs1zczvv9wRd525aAvNe/iFepz2/UMxeILWGfcMylihYHFJgL/yu+vB8fnXoY8Ny3P2Bru2Ecn19ntFJ3i1wgJNpbtw1VNhbiKcl5kMzc7856KZIR9KDJJsoipENMYGdlK8oBkF3kiP9m5hW2sIRY3O76YUMDzP9dRwarCOm2eEcUbByThI/ENnUUYwgWlQWRFBNux9of9VpS+cvIehIcu3qswc91iNH/4nmpB/NlKgu6mBSWSuGKbC5o2gob6FXRMFCFCzePLVnnpW7TsT52ifdnlsgnosgSTnrsHX1fLXEbUMlI3Y6tjjEpPFNtD5URNuX4qiajPqNdsYfm9t5Pxz0lVuX9ZRjkVAVFHmnAet2DU8/yzJXjJjh5L71x9OU8nP5qi8Ny3Hz5BnN5A2wA5yuq9zMDaPYY4cKE9rOfJRib5wdTb31UBkYsbSTZFrB0EV0vedpp2kSP695igv87fyp5l8UKEle2zJ50OO8Fp5G2lRY1TGWI4rsMJZq7gyl5Nk91YEQX5/+Jr+b/Cinl3/MlnAhW0OFRDUn164+myOes/PzuiZgP3L0n3g/VJ3TeON97RimSFvCy7aOQmaUNJFWFWb9+/pheT8ZXjjhrl4XF0d87U7G/buZ2h8fxobfHYU8YXx2m2UYzPjXDTmN1zWnKpOULwoWHlnL9kYNupOMKQxRURBBEk3ak7mF3oeD+tfHsuHTMT0MsYzhqkgGJd44IhYBX5KxxSGSqeHJWXv4qPuI6C7+tuNIWtNefFKaP647gd+tO7GbAOwBST4Jf78lb4Ad4PRXURbrkqgsiyZjyztyHifgSmEavY9lWQJFgTgT5RQmJlHT5J2mcbybnNjr/v1R42lha9L2nnRo9s0sk1+2a6Jvpsw+T3eePv4ewrqbx8KH86d1xxGKeIgnnPiVNOtj5WimxLffu5CY5uomwBrKMTl+XbiMpg4/sbiTVEphVf1YnA6NRHL4E9K1Xc73Y168Bk+LwaabPFgyTJleR+1XuxcdpBIOpvwi924Euzb3jmkOZNHE6MxLTGgO0oaMR1GRBKvXNkl7A3ViCrFQ7TX9oGv42anoxJJOmiJ+TFMYNgPp/iPuxyXrVHtCbIyXsSo2jg7dy6bzrx2W4++zWIA5hEfe/hq15A2wAxhRsEj1kx+1q1q4U9KZ//JVfezdP4Zp634BPcKPkmQyt2w7CcviPwkfryVr+Py41SjC4EUZvxP8iB3xIADH+jd2u/mJgtWrwZU3wnpyyyFP4BI1KgIRBMFiXGk7p5Z9SmvKg9ehoggmIdVFa9rLohWXA7amV29K+bujPlSAKNp/J0GwME0h5xzA3WHtksfWUN+ZF7bShzQ1SnPMh7mL3TftmmYm/7lh2OYgCha6KWa1t1RDyqYAdEQ9+J2pYRtrMEwe28ykypZet3XNm1NEgwJPCp8rjSQPb2jfIRp0qB6q3CH+MPdhVkfGHvDJ+ZkcsKE88oxO8gbYAYxpCbRFvX1uVySjR4K+0ksC8+7QTVv5XtN6v6lWF3dwkLcBjyCwLlXJLOcOvl34AQ1qcNBjvZIs4ZvVKwBYlRjfbVvQYd/YFq24vFdvWJ7uvBceT32ogFljGrhg7Nsc4d5MwJGmzBNjY6wEWTSZVVDPGE+Ys17/LuM87axpG7w45/SyZg4bU5c1jiTJJJVSskbZrixcfgXHvHhNTu/p/dNvzv484183UFQWxZSg8tdvIIom4R0FjH8mjjnvMARJQiooQN9Rh76pdtBjJXWl3+KVtCFjIhBw2sUitTtKMeo9pHNU+t9TZBYxmVCkLJrZNkXD3R/UI6u4JI0lsx8F4LFj/oBuif1W4ObJs6+SN8AOcJx9XEAzNwGri1RFroiCRVLrPZxkWQInla1HEQy2Gw4OctXhFXT+HJrFN4reHPRYkmARNjycVfEh8/xrmVHQmN3WnnZ3ex928ngKl6Qji2beCNsFl6RxWs0a7p7wBMe7N1EhJSl3RQkoKUqccVK6TFM6wPvNYyl1xXhu0wxiceegx7lizFIur3qReRM3UlPW1s1L1dvfpLa1mLG+MLP/c12Pbbuj6418Skkr7a1+omNlRIeDgv/z42iTSJc40a7rYOt1R7H2N4PPQ8zglrXs+dYU7a6TljZkFNEgnLQ199KGjGO7E0dIyLkV155EN8VuhSymJeBUdDwODWEonaJ3YbK3pce15rl5v0E1pKyn9YDDYog5YCP9BvL0Rd4AO4BZOn9J9manm2K31XpvHi+tsznyYA2Vl0+8k9Zwd0+bIFhUFoc5ZGw9/1v4IQc76/gwVc0/W4/gd60n8FrbZH7RdMqg39NZEz/gw9g4GtQgt246nS3xYgJdGol3FZ5duPwKQqqLQwrq8i1QeqEx6Wd1RxUloot7248nasoElBSlzhh+xVaUj2guonEXb9ZNwDBEnM7Bh43vqlvAY+1HUe6McmTRVr510OsAyLJBNO3qtu+8l3+IZQq8v30sqfTgDZWY5uC+9ccD8NRxv2XLV39ExcMfkThtNoH1UaqXJglNktlaW8a4edsYN6YNhKFfJqsLQt3yLTNK84XuJJoh4ZR01DKd6hO2If69hMl33DnkMYebXQtZmsN+XLKGJJtM/r+b+3hV35z1+ne7/X7puxcjCSZzAj014J4+/h6KnAk+u+L7gx5nnyefhL/fkjfADnCKPAm7v56skTZkwik3bQkvbrl3z1hmtT5YlM42RJmwkmUJdMQ9nFy8BhEBv5jitdDUzh5zFbYuVLwwpwuuV04jChbVvhCfLV2Nakg9Eou78nb7eEKqO98IeBdqW4tJaA5azRQNqQBxS8EtqkxwtjDHtxWHaBDTHMwZu4NFE9Ywc0wDX5ny9qDHmeRrJW44WRct543WGp5pnAmAqsq0hr3dkrxFLETJRJJM1p79s0GPZVoCz7XO6vbc8+G/4HtnG1vPKGDT10TCszREl87GujKcko7ociJPmTTosbpyRNHWHjIumcrCTPHClCn1ACgJk0k3fDCk8fYUmYWaaQms/+J1hFJuHLKBKA3+Jp/a5Tpy3+EPcMPMp7h8+ku97v+3o+4l4EixcPkVuUw9T55RR94AO4BZsGwxbsVWBw+rLtyyhm6KpDUZ0xJIGzLJziR90xKy3jAxB5+2qtoXW7OzKbcoWlw0ZSUneNfzoerg1w0LaU75aE7tFHZUTSknBfv32qt5q20CEz2t+EU7xFji3KnCPyXQkn1PAUeaImeSK6tfZGHpJ30d8oBjwbLFWKZAa9jHz+pP438rXkYRTCa7mlgZnsjWdAkeWaMt4SWiOdkUKyFlyHwQHjfosdpUD1HNRbEzzqsn/RpRsJBkE0GwuoUjZ/37era3FtrVtLnpArN0/hLqonbj767oDY1UHr+DyooQ7mCK0pIoEypbAah9aArrv1XG5F8OrhKyq37YS43TMPqoOC72xLNGjWkJxCskrINzD33mykD0zixLyL6PBcsW43NmejgNfjzTEvo0pvrqMfnI0X868DT9hlIBmXnkGZXkDbADnMyK1i1rJHWFQneCUl8MzZRoifhQOnvBZSq3gGHJ+SgpiHGoeyufpit5NTbD1hZS0j0urrl4pTLervdD1bwans7sgu1EtJ2hrDm+nSGOiOrkkMAONCTCxshpMI02trQUI0kmsmzw+pZJXPbxBVyx7nyOcG3l0vIVNKQLSOgK1YEQDdEAic6E84SuDDpEPdYVQjUljg5sAqDCHWVKaUvWW+pw6Ez9502IokkwkMA0BQxdZNJjt+QkgaCZIg0Jf495pnQFnyNNSSCGS9Gyxt/44nbGza7DN7N90GNlcMsaHkVFN8Vsi6wMPkXNVhmaloD/7HqSY0bXudg1RcFEINhZqdkR95DWZIoD8f5e3itFzmSPIoVvvnsR164+G7fUd3L/f+bdPeix9mXyVZD7L6PaALvhhhsQBKHbo6KiIrvdsixuuOEGqqqqcLvdzJ8/n08+yXsxBkOmsimmOjFMkZaYD0GwELGoCoa7he4yP/cXzhvQmKJFLOUkYrp5IzqZle0TMBG6CaYWOe2crKeO++3gj9+5HNdNkbpEkLc7JlDu2tlU+cNYdy/NVFcDp9d8zLUHP5PrW9rvsCy6CebG4k67T6Ml0agXUO6IMNHXxsxAPdWBEA7RQDMkNrSU9sjb2h3H+dZxWMF21iarWLj8CtrTHloSPkTR9oSpqoxhiKRUhVBk6IZJkTuBW9ZIaA4m/P5XXPT210m8MBGfI01SV3DLGk5Jz3p8dVPsIV+RC5kKwl1bYyV0JWvgWJ2LIem7jX0cZWQwLJG46mR6sIkjS7YRUZ00Rf1omoTHpdIW6buaui9Cas/z5E+HP0iH7mFDpHQ4pp0nz6hmVBtgAAcffDANDQ3Zx0cffZTddvvtt3PnnXfy29/+lnfeeYeKigoWLFhANBrt54h5umJaAkFHCp8jjc+RptwfxbBEUrs0Ec6o4me8YCe/euWgx+rqOTMtgYTpJKR5UE2J5qQv2zoI7PLzTEhksB6VrsnCKUMmoSvUxopYWP4pPkVlbaQsu10ULP60fV7293wlpM3G836KJJtML2vGsmBu9Q58rjRf++gi/rBtHm2aF6+c5uNIFaJgcUnV63xz/GtcOO1tjikfnGTDwppPiRlOPglX4FNUtoUKCcXdaJqE0NnIXRAs9C4yJhlNuaHgUVSmHFRHfSKAR7Fb6vSW+yiLJopkUOqN7bHzI7MQkkQTh2igSLkr8O8JFNHA60jzh7kP81Gokq+OfQuXYnunU2kFwxCZ+vhNgzpmxvu1axiyLhHMuf3Tfkk+CX+/ZdQbYLIsU1FRkX2UltorI8uyuOuuu7j22ms5++yzmTlzJg8++CCJRIK///3vIzzrfQeHaBDRdkoHmJaAU9LxdqkchJ3GU0a9OxdZCqHTiWCaAqJg8XzbzB45Xo7OkOdQbnS9eegcosHy1qndQpyZ/aYHmrPP5S/8O7G69GRc3VhJR8yDaQqEU26cok5dMgjYn+2a1BjWJKvYmizGI6o8vOHoQY1VqMQpccaZU7ANr1PFMgUkycTnTiPLZg8PlNGlq8K0J24c2hvtg+RebuKe+U6lDBndFCnzx/bq+H1hWkJ2bheuvJTx3g7+G57C58Z+jGUJOascZL7rLknvtqArdY2O9z1qyBtg+y2j3gDbsGEDVVVV1NTU8D//8z9s3rwZgNraWhobGzn11FOz+zqdTk444QTeeOONfo+ZTqeJRCLdHgcqmfCH1qk83rV/XVfcsmavzMXBC7HCToXzDOOCHciCSZGS6GYwqaaEQzSyqvW5GGLPzftN9ueAI41H1jARSBkyIdWVFWTNhH26esTy7MTnSaPpEm6XRpEvgSIbJFMOUqrMp+EKYroT1ZRI6Ap16WDnjdrkjdYa/huZMqix3mibxAx/PX9dfwQuWWNCaRuSZGKY3Us+Msn5Xs9OFfahBwd7J5oavKbZUOhaXWxZAtIQQ/1DoTdJGlGwaE97qHKFCGtuapPFuJwaXpeKJJkEvYOTcsksvmTRpMSVAOyFV4c6uvLf8uTZU4xqA+yoo47ioYce4oUXXuDee++lsbGRY489lra2Nhob7RyJ8vLuytvl5eXZbX1x2223UVBQkH1UV+fWRHh/IOhMMSXQ0kNaQhbNbrpFomARVl3Z6kgYXBhS6HKXLArEmexvIagkaUwFevSjVE0pawhmkvAHa4hlVteqIWUTxDM8NvHlXl+TL2/vjlPWcTttoU1FNNB0CUXRMUyRulABtaEianxtuGSdrbEilE7DucSVQLcG10poWqCZj6NjCHqTtMR8NEYC+Fy2nIjeGYqUZJPqog4K/Ek77NWZo3ZwxfDlS8XUnUZXmW/onpjBeFQziyDNkHArtohrror/uZKZb9fvy64LpBtmPkVCV2hN+fh8zWrGF3RgWQILqtby9OZDBjzWCyfchUvSiWkOTi9ZnX0+kyN3QGp+9UbeA7bfMqoNsEWLFvHFL36RWbNmccopp/Cf//wHgAcffDC7jyB0X/9altXjuV358Y9/TDgczj62b98+/JPfB1g6fwmqIbEmVI5vl5AjdL/wBh0pWiM+6tqDtMXshFvHINoSiV1ydiTRojFVwNpIWa+JuACHBuuQRZOUIWcT8gdDwJHKvh4goKSzRtnCtZ9l6fwl2ZvN0vlL8rlfvdDc4afMG6PIk6C+oyCbd1XoTfLp528g4EpR4YgQUZ3ENQfLmyfjFHUqXBHi+k7B04FQrESpdEUIJ1xoukSxN45T0QlH3UiSSXlhlM+M20xcdRKJuZlU1ookmxT4k2zqKGbqPweXf9QXvX0PdiXXc6W/4hXTEihxx6nyRGhPeJjsayXQmZc5EvQ114yRmFkYrY1W8HF9JYJo8fWiN3EJg2tNlPl+/qv5MMD+LuqmyGXvf6WH8OsBS16GYr9lVBtgu+L1epk1axYbNmzIVkPu6u1qbm7u4RXbFafTSSAQ6PY4UPl0eyUdyZ0u/75yu2TRwMKuYJREk5a4j5Q+cEHWdWf/jOqSDgDi6e5tibqW5cuiiU9Rea+9OusZ27WF0EBIGXZoVRQsHKJBSHXhU9TsjSVzE106f0l2pf3CCXcNaoz9nU3nX8v6hjLqOwrsKsSUwkFlzcwsbuC3a0+i0hNlectkEpqDYneCcMqNaQlM8zQwzdfEC60zBzzW9lQRMd2B3Gnk7WgL0hb1ZqUwyjwx/rttIglVoSwYxbQECjxJphS2Ylndc8JGK7t6enelI+1meyzIpKI21kbKWNtSll00jAQbtu2sONdNkbQhk9IVbvj4LGK6I1vgcuS4rfxi9hM0Gm7GyINL53BJerfuFBlqY8X5fMxO8jIU+y+j/6rVhXQ6zZo1a6isrKSmpoaKigqWLl2a3a6qKsuXL+fYY48dwVnuY7Q7unmyuoYeNtXvLAUf4wqhaxKSZFLqixF0JUlqDo576eoBD+V3pLl01n/xOtVuKthdy/I9spb9vavRFVDSgwoRyoLZQ0JDt7r3s8vkmKmmRJk7xmdXfJ9L3rmEC1deyuWrvjTgsfZnNp1/LevPsXsuuly2aG9Lysd/Q7ZQaFx14pI1AkqSAleSVtVHqRxlQ7yM9e0lAx7nd3P+Sl0iSLE3zpTSFg4bW8e3D3qNsmCUaaUtrGspxTQEKgMRTEugKeYnnnZQGy4innBSGhxcuLC/Jtl7E7mz6rEl5iOpKRS77VyoCneUiUVtIzKnzPduwhhbsFgzJFyybSiphkRYd2cXN6op8fmS96mQw2xQK3ANUiR1jCcEdK9cznTmyJNnf2dUG2BXXXUVy5cvp7a2lpUrV3LOOecQiUS46KKLEASBK664gltvvZUnn3ySjz/+mIsvvhiPx8OXv/zlkZ76PoPpNilw9QzxiYKFw2WHGTRD4o2WGjsXSDYwTBFFMkjpMgm19ybbvXFexTuc5f+QI0q39erREgWLiOrM3hwzyfIZ5pVsHPBYU31NTPa1Igu24VXhjnQz7GTR7DaH1pQXWTSpTxTQnPKxLVE04LH2V2b9+3pm/ft6Jj12C4JgoWkSMc2BakqcVvwx26JBphU245AMmpN+phU0Ux8PsDFdzqlFn7Bo3JpBjdcY8+ORNWTRpNCRYL5nHXOLt1PuilDkS2BZAu0JD7ohMqWwFVmy8xQdDp2EqjD3uWsHNE7XPKfdeaX6MtRyCUP2FtZLagpRzYmqyZR44kRUJ7op4pT0bJL63s6F8sgaHlnLFgEUuxPopkgk6eLUsWtZGylHFKzsZ/PP5iMAqJBDpCyR+S9fNeCxlE6DrevnnEunjf2afA7Yfsvgm/rtRXbs2MGXvvQlWltbKS0t5eijj+att95i/PjxAFx99dUkk0kuu+wyOjo6OOqoo3jxxRfx+/0jPPN9h4kTeyYwb28vRNdFasrsFbgiGQimla3Mkjr7QUqiSSw58Eqx0707eCw6lVbV2yPBv+sFPUN72u6RV+GOkjAcRI3BCXx65TQuWSely7SmfNkLu9gpNKtbYrexE7qCQzSylX0HOiW+GFZnexzDEDEMkblF2znSuwmXqBFwpjAtAVkwaUn4cEgGjeEAy8QpNEYClPhifPu9C/nD3IcHNN7nx63OiuF+892L+Gf4cBTRBHS8isrUymbqIwH8rjQbOmzvWlqTEQTQdCmrSzUQMosIsKsPFdFAM+2m2JnzMNV5DngUtdfzc7B0Pecz0g6V3gjbY0EsoMwVI2UoVLgiRHQXuinaC4W9bJCcVvIxnyaq2Bwr4aBAIyYi1UVtlI6N8kliDLopMjPYwMehSsDO43qs/SjOLnyPNsPN4preezn2xtqIHWbVLZEFyxbbeammhIe8ByyLacFQuo+YeQNstDKqPWCPPvoo9fX1qKpKXV0djz/+ODNmzMhuFwSBG264gYaGBlKpFMuXL2fmzIHnneTpfVVeGQxjNnjYsKEqW/G4rcX2CEXjLhKaAxGLaNxl9+UbIE/GanitYwouScuGIDM3tq6tTnadm1vSmO5rZLKrifq6qgGNtTlRwoZYGQ5RxyXr+JQ0DsnAp9iyFKJgMdYbosIdtRs8d3rFuoZC9teqyIF6b1496dcsO/lXaLrE2rN/xoZzf8oTGw5lY9rODTqyaCtBJZn9WyZ0hWJ/nJa4jwJPkqAzRVNq4PmVM907uPHjM7ns/a+QNmU+jlSxKVZCmcPO+apwRzivZhXHlW3OtsySJQNVtXuXjvGHBzxWU8RPW8JLR9JDa9RLXUeQxpA9V82UaEt4mRhooy06eIX33ZExvmTRJKS6UXUZXZP4qLWShoSftCkjdnqGdFPMqR/qUNiWLmaGpx6fkqZF9VHtbCMoJXi69VBaVHtxmzG+wP67t6tebt92GgnLQVBMDHgsWTRxSAYlrjiiYHHpuxcDvavkjzT5Qp08w82oNsBGEwuWLeba1WcPKudpXyOhOdj48VhUQ6ZsegtTptTj7Kx2GlfaTjCQQBAtOmIe2hMeZNnAshiwYvelU1/jkaP/RGuXhtu7Gl2ZpGOHaOCRNcZ6Q/ywYiknBz7hPN9WPMLAKqMeOfpP+OQ0BUqScZ52ypx2d4TxnnbmFGzj4IIGDvbVM93XwFer3mSqv9nuRdmZk+MQjZz6UO5vTHrsFqwu+m3rv3gdb3ZM5NZNp/OFgvf4ftmr3FzzLyYFWylyJih1xzmyfBvlHjsny7QELnr76wMa6+9NR7MqXE1b2kdAThFQUhQ746yOjMUhGtS429iaLOYXh/wTn6Ly8ol3Ek/YHljLEmhLeZjyj5sHNJaqyoSjbsJRN+m0Qk1JG6YhsKWlmPq2Aj747E145TR+d4pt7YVM9bfQGAmQ0BwkO2VNcrkhZ3KnkrrC+oYy1jeU0Rb24vWkUTWJ5rCfoJIgZSgcWbQ1+xnuzZt/m+bl302HYlpitifjm5FJhFQ3tbGeoXlRsGhO+TiooInXY9N4LnIID24YWB7uc/N+g26KpAz7M00aCh5ZGxUJ+Lt+5iM2p3wIcr8lb4ANkKXzl3DLIU/w+im3AzDxN3eO8Iz6J5cLdss7FSgVCTyKit+5M/+qzB3jG+NeJ550omsSui4STzjRNBmnU0cSLb757kUDGuPa1WcD9EiyzRheJgKyaFLpiVDjbePLJW9RI3s4ypkiYekERPeA389YVwdBxW746xR1ZMEkbdreGtMSSBhOFMGgSu4gbcp45DQBJZ3dXuqKceHKSwc83v6IIFg9rt/rWkopdcdRBJMnI4fiEnQ+E9yYrThtU72E0i4iqpP6aICN4YEl44/3tFHsjBPRnLxQO52UodChekjoCkXOBId5tjDXv4Ula07loEAj05+4EZ/X/ntZpkBjKMCE0oElrm86/1omlrcSDCQoCsTZ3FqMZQmUFNhh17Ne/y5b40UcVlqHrklsSxSSTCndPGK7yx/L0HWREXCkMS0hexxRtHA4dLxOFVmydc7GOe33ENG7n+t7qzDkD3Mfzn4/G5IFvBuegG5JWU9xhq6izR5Z4/SCD0ibMnO9taxPVvCrNQsHNF7GA961E8BIM7q8XUM1vvIG2Gglb4DlyKRDt3PiKz9gwsO/GOmp9CDXi8eYo3dQFuzeR9MhGhQoSZaFpnNQeRMARYEEsmJwyJh6JhS2c8q4dRwd2DSgMdo0b7cLbOaim8nHytzUOlQPIc3NPFcasfNfqtMS2LKjsueBeyFtKXhEO38nZjjxKSl8UhrNkqiNlxAx3KRNhXq9kFJHjGJHgkJHHN0SKXHFaUt7sx6A/Y3BnCMbz/tpt98//fwNbA0X8rWPv4oomDwbm8VX/Js4sXAtHjlNRHUSSbnoSHqYW7adQ4vrBjTOpngp070NxDUH08qaKXbGiGmObMFEu+GjQQuyOVlKSPNw1NitfH/Kq92OsbW1aMBesKOLt2CYIoYlYugiwUCC86rfRxAsfIptKG2NFzKxvJXWpG0wBb1JoiknDeEAjeHAgPofvnzinYRTbpK6QnPCRzTtQhQtFMVAlEyOHruFQ4vrOLSsnmkFzXzOt4aI6qI+VcDC8k93fu7hin5GGV4impMjgrU4RIPGpJ+mpB/VlOycP7F74rwsmkzxNbMyMYkW1cc/m49gfayc19oG1g0hY7g7RAO/nOpWqTxSdNUJzJNnT5E3wHJk6fwlvHrSr3G4NWb864ZRtmIaOF0vMrU7Sns0Iy5xxQE7oV03RaZXNnF42Ta+NPU9RCwm+tr4NFzBh/GBdRMIa+7sBXzX/8d7OziscAcBJU2hI8H5xStRBNtYC5tpTCBiJnkhPnVAYxUrUTRLYpyznQqHrU/kEjXaVB8h1UVEc1HjbEEUTI70bmKKyy5IKHImqHSFOaxge9Zjtj8ykHN21x6MGd4//WbeWXQrVx30Av/cehjXNx/LDrWIN7bXoBkSQXcSWTTpUL2opsxtn56+27GKHXE0S6LaF+KQgjriutPuVao6meXfQdRw4ZNSVLk6CCgpnKKOJJgcOW6r7bkyBWpK25hc3jKg9//sjhmU+6L4nGk+P+0jgq4kCdOBw2F7S01LIKCkCSXdpHQZt0vDrajZsKffne4Wnu2PtrCXtCYTTzvoiHqQRLt1z+FjtqOaMvMK1nNoYDsVjggaArODOzi1+BPGO1qzsgx7UxPMI2u82jKNiObMfj+LnMlsh4zMXDILqKThYEXrFNrTXru9mSUOuJAlc4ynj7+HP8x9mDGegefyHRDkQ5D7LXkDbIisP+c6xgTDbNhSMaqMsMGu3mKqkwljWns8X58IsCFSyvL6yZxSuoYSVxxFMFAEg1JXlM2xYmDgq/OEbstWZLxgsmBXeQWUNB2qh9p4CcXOGL8Z8yrzXHZ4SbN01mk+PILAO2kf923+zIDG8ogqBXKCJi1AxHCjm7aGkVe2j1vjaSFlKiztmMlfm47l4/hYgkqSMmeUtCmzJlaRTYY+UNl0/u6lHYrcCc4IrgJsg02RDKJpF8WeOI8d8wfuO/wBPo6O2e1x/nT4g0x2NnFi4Vo0S0IRDY4uqqXCE2VtvJKjPJsJSgliuosKR4jtiSCaZetQ+RxpBNEi6EjxP5XvDOi9BZx2fpciGjgFjS9WreLvGw/nczWf8LniDwA7GfyEqk3MKGpiYlEbhxTWM62imTJ/DMsCryc9oBxIh0MnknThlHWCvgSnjlvH2dUfUOmKkNAd3L/jWPxiiq8G3+HZ2Ay2JIv5SmAL/9d0JGB7myo9kQHn0w0V1ZCyBTKmZfdRVU2JgNLZHqqzMCATPlwbKUM3baMrYyw6RGNAhSwJXWGqryn7u7yXxWdH03W7V0xr6I88o5L9d3m/F8kYO7P+fT1znv0p5b4oz837TTe19b1N14vKQMbPtDzpGl6QhZ1VgdWBEB9Eq5nqbWJZyxQ+paJHaf7C5VfsVk0+E2Ks8oRpTfmYFmgmYShsjxdyUKCRSa5mzvBtIGEJBASJtKVhYrIyMY2/JcqojRURcKX6HSODV0zzUXwsATmFhIlb0tgUL6XYEafCHSWmu9ieKsItqdTGimhPu6lwR3FLGg3JAD4lTXNy/5M0Ge7WSx5Z4+GWY1EEE8sUaI75+PBzdmhu7nPX8t6iW/jbUfdy26en8+MZz/Z7rK2qnS82P7CGPzfM46RgC+VKGKeg8VFqLE1aAR9Hqih1xZjqb2ZruoSbZj3JuZPgxFd+QEJXeDMyiZdWXsrDR93X71jhlBtBsEhoDhKmgycbZuNyaHwSruRgTx0O0WBWsJ732qs5q+JDzvGvxSVIXGPO5/tlr7BJK2a7VsxTjYfu9jPyu9NUB0LMK1pP2lSY5mqgWm63dbCK4MH2z7AtXYzfL+EV7eKRsKkR0WxdPFMQCCpJ1oT77/IxXOiWiLmLd081bB24oCOFiS3bIgt2u6+u+WDtaTc+RbUFngdgS+16ffrdnL8O2/voj4zsRZ48I0XeAzaMfHTmzyn2xKltLWb+y1eNiiq6UHLgSeuiYHui6sIFqIaUbd1T5EyS0BV2xIMsa9mZ15ExvnyD0Eky6dRYMhRk0aQl7eOEwDqOLqplrncLR7s3owgCTiTWahovJf38onUOS5unZyuwXj5xYAUQl059jaThoCkdoEkNIIsGuikSNxyUu6KsjVWwKdo9QTymO2lIBkgZMo8c/Sf+M+/uAY21r5G58QyHITbN38S7DeN4q2E8DodOMu3gM0t/xImv/ACjS6L67owvgBmuOjyiyr/a5nJi0VpeaJ+JYYmYiDxSfwQbE6XMDNRzVtH7KKJJSNvZRmuCvx2PrFGXCPK54g93O1Yk5qK6MESZJ8YzG2aS0BwooskppWvZmCpHNSUiuospgRaeajyUsAlOQeZLxSvZpBVTLMWokEOcVbH7sf5v5v38YMzznOH7hMsL13Gcq5VpisBkWaFUNJniaqRQibNZl7nAv4OfV7zKtfULszlXs4INrGiYRJk7ytUfnrvb8fYEmcVYRHNmw5AOyehmfAHZXM7MNeSM1743IvMdKKPeCLPMoT/yjEryBtgws3T+EqqLOlAkg5jmYEtLMV/47/8Ce8fV3XWM5pgP84nSfvbeiShYVLij1MUDqJqMZkqEVFsMMiOImmHXXJSYtlMNf3cX24wHTDXtVXN72oOByFRXA6sT1byWmMKD4Zn8NTqJZ2Oz+O32k3irbUI2KXawF8uGZIDaWBFeKc2GSCkeWaXSFSFtyEzy2rlCayPl2c/AJ6cpccVG/0V5GBiuRONlDVMIuFMYpkjAnWJ8cTuhhDurpj6Y875RC1Ihh7iw5L/sUIuoTwTYli7miaY5AIRUD2tjFaxLV3Ksbz33zPlb9rWKYOKRbb23NakqFn/wP/2OJckmrQkvTXE/5YURpgabGeMP89i2ubzfYec0RjUXE1x2VWKb6WKHkSZlyRRLMd5ITOHF0EwSpoOHNxzd71gTxjYQNV34Rfv8LxQ9OAWFjzWLN1Ll1KZL2ZwspV4P8nrKxdOxGlpTPib5W7lh/L85o2AVBa4kuimxqmPsgD/PXOnPky0KFgldQTVtj1gmTCmLJi5Jx6eo2f9VU9qrTbUHc67tM9/xfA7YfkveAMuB3X3JMzc2WTRxOTWaEz4uWPmNbl6HC1Z+Y9jntWsrloI/BVASJp9Z+qPdzjcTbnRKOmUFUQocqT49Wl0vqC5Jz3q/MqryuxvLJ6sElCQiFkcUbmWBZwdTlWamuhvZki6lUQ2ytHUGrzRP44UT7hrShTJlyDhEgy1xO1ftsMB20oZMSHOTNHbePMBewTcm/dx/xP05j7evkemHOVSCziSiYNEW9bJ0/hL8rrRdTeqxizgGkoQP8Fp4CpvVMqKWi62JIkTBwkDsJvngkjRaNT9Ptc3h2+9dmH1+rn8L22KFTPE106F5qE8G+x1LFCwqvFHeWngbhinydv14HKLOpGArwc6E85ShUJe2j/NY+1EAqJaMS9CZ4aqjKRVgirOJ2a4du31vzXoAjyDzr3gxTyc83NMxkXo9SLvhy0qlKILOC5FDeCMymZ+Oe4YvFL3H/a3Hcfu201hQtnavVuXummifIfO3yIgnZ0RlTUtANSXb+9VpnCV0ZbfXhOFm0YrL9+p4e5x8Dth+S94AGySDyRtYOn8JH535cxySTnPSx/Qnbsw+H9Ocw6oxtWDZYtoaCwC7tYr0fS/uhgSN8yxCid2HIVVToj3tQRQsux0LA6vuShlytmdjiSuObwBNs8d72zEtkSp3CM2SeDA8k9XpMbwWnsqacDlNKT+Ncf+APueBGA9dWws1awGSpkJEc7Fjlxu0LJq9dgbYnxkOL0BSVdjUWoLXqbL+i9exYNliSj2x7M0ZYKzSDsBTm2f3e6z7j7ifsO6hXitkvKedam+IEiWaNfoTukJz0oduSRQ54jhFnQtXXso3372IVbFxHFG8jVbVZ0uPaP33KV3zhetxyTqXvHMJY31hJhfbvUPLnFFKHDFOLl1LsTPG+miZLTaa9vNQx1FsVUu4v/V4/twwj2n+Jl6LTuM3TafwQu2Mfsd7qeNgbmo5gtWJalYlxiMKJs91zOI/LYcQ0V1UOsKsiE5nU6yErbFC3ktN4E8N89kULUE1JZY2Tydp2Ofx3jAyVFPKGlZ9kZGQANtgy7T0yiTtZxY4e7OrRL6XZJ59hbwBthfI3NR13e539r33LyBlyLy1bcKwjlNQGiVtyNS/W4UQidN8RABHSZKqgvCA8jC6XmgHKjKZad9T5EwS05y4Ja2HyOquVDvbmOXfQavq492OcbzQNIP1qUp+UvECqinx8FH38eapw6evlvn8g44UW+NFxHUHuin2uEHLgjng972/kDFgh+IF++jMn7P27J+hGhI3fnwmHnlnq6nM5/lQ3TEAPNE6d7fH25EKsrxjGhtiZXSoHraninBJOi7JlocQBYvtiUJ0U0IRTca4Q3jlNKYl4hI1HKLdz9El67ttZB1RncQ0FzHdwURfKzHdSX3Srq58s2MSm6IlWU9PmTNK0nQQNjxUOMPM8Dcw1tFOXbKAtrSXZzoO63es2f7tJA2FMc4O2lQfr7dPIa47iWkOtscLWZ8o55NwZXax8GTDbCKqs5sHqbGzKGRv5JcGHOl+x8l4vlOGnPV69ZYP1tXL3BfDVd25dP6Svd66aY+TD0HutwiWlf/rRCIRCgoKCIfDBAID713XF7tWIHb93SEafPLxOMZNa8q2+RmKF2LOt5ZQ+n6EdZe58RYlGHObSNssP8bn26kJtmcbTzsknZSh8PixvxvQvDMkdSWrDeYQDVyyjohFrFNOwrQEHKLdY7E15cUjaxwUaGRRYDUnTFjf6zhL1pzK+5FxNCb92ebXQ/kM+vNK7vqedlcssM/khQwTubZb+dJb36Q11b1PYuZcFwWLhkiAacUtbA4X4XWo3c713XmRM/0At8eDgN2k2inp1CUK0E2R8b4OOlQ7+b7QYfcdnOPfysttB2Ur8xySrR8G9nnbVzHFWa9/N9sMOqEr+BQVIGv4dBUb1U0Rn6JmjUvTEihxxVENmTnBrYxV2nk/PoElsx/tdazvvX8BIc1Na9pLkTORbb8DUOkOE9VcWa+eichHnf0Wu1Yj78qePF8zf8tcm5D39tr+5nvGa9/jkII6bjnkiZzG25U9WeU43PeM/sY4pfJbyGL/3tz+0E2Vlxr+uEfnmic39rOlwuig65d+wbLFeGQt64VRTYkxU1pIaQpN/x7H0vlLcnbPf2bpjyi5/x1Ys5kxz0oE/+pHCieZfumnHFpajyyYtqAkAjHNXmn35+nIrF4z3gYAb2dCbWbuEdVJRHNS4oxnFasdkkFCd2SFGiVM1qYrueWTz/U6zuKDXqQ1bd+8/zPv7mG5SPb1vnY9tmkJPZLPM16aA834gp35ioNNyE8ZO0U2M+f2wuVXZENW5f4oIdVFmTeGIhrZ/MCB3BTvO/wBGhKB7M07ZShsjRXiEA0m+Vs7f9ZxiDrjXO0kDYV3IhNI6TIlTjvnLKI6s6Ex1ZT6PD8SukJIdWWTyQNKMns+9OYRVg07x0kW7J6hny95H1GwONv/AWVyhI9DlX0m/x/ur2VOYBtBR7JT+y6JathhugpHBBOBswvfY5ZnO4VynPHeDs6vfJegM0mRM0mZO9bjmHuysGfp/CU5G1/Qs88r7D50mjAd3fL6wG7BlHmfmVZmC5YtZtGKyzn/zW9n8xh3PfaB+H3Os2+RN8CGgd2FcYqc8WxegiyalLjjjPGHmXaO7SHKrLoHOtYJn72dCQ/9Ev+XOrCOPJjUCQcjGBaJMpHI3SYxzZkVPA2pdk++hK4M6GKaafuSyf/IeAcCjnR2nqJgUe6KMsHbzuGF2xjr7mCKvwW/kuKoYC1H+jbzemgKPqlvva7hCPXtqrM2kJtR14ty5mdZNPfIxXrUCzwOgZjm6Na/D2zDfddzTDfFrPcorjmyRtjumB3cgUvSKXPFGO9tzx67whnBJelEVBcuSWNdvJzWlJfGZABRsLLyJocW1nfzGvWVCN71HADYEQ/2mzguChZl7hgeWSPgSPFA3Wd47Jg/8IlajkdQmVvUd/eEi6a8gV9KMsZtK727JY3J/hbOKX+XciWMbko83HosYcPD++FxjHV1UK20kTIUHKJOTHPu9nMbCTKfVddcsMz/mZ+zaRj9fO9l0aQxFSCqu1i04nK+8N//ZdGKy9mWsEPQZ73+XT6OVPHZFd+3F7WCmU0jcHRKzAyGfeb7mQ9B7rfkDbAh0LWCLFPV2FtVWWvKl01qz+jnqIbEtj9M4drVZ+OT0xz6/d4NgAkP/pLpT9zI0V+5k0XTrkH8QQDHc+8w5ZL3Mdo72HaqB9+PdtBwnsr0C9cwzt+BS9KzSbB9zbs3KtzRbLhDFCwOLmjEp6Q5rewTRKxs/o1pCTSkAoQ0Nx26h5DmoVCOc3zBelo1H8si0wEI6549vkLPhb1x4V24/ApqV45j4WHX7/GxRorabWVE0q6skZXQlWxBRlcyyfhKZ5I27Pye9PW3uOWQJ3j6+HtoTPpZFykjZcj4lDQr2yeQMmRMBCTBwi+nsh7aMZ4QkU5P74cdVdljZYy3/rwvGW+umVDNkQAAMHNJREFULJpM8rdS5Ez0MMJEwaLSHaHMGaXQYS+qbpjwb+IN4/GLKeY4NX5Y8hYNyQLOfeM7vY7zXOssPglX4JR0jvFv5Fj/Rj5JjuXj+Fgme5uRBYN23cesQB3r4uUsix5EQEmSMpRBf5+Hi8zn0FeVc9fPDnZWSXeVoOhqrPc135jmoD3tIZR2Z5P5M6/NhIgzx8wk+mfyvRySQYU72utxe2Ph8it6LAZGrUFmmkN/5BmV5A2wIdA1dNOe3ikI6VPUblpZuiXik1U8sp2grlsiJgJKzOS1lkmMdXUw9pzaXseYviROzTVxAo+9De0hhA3b7A2WiTyphvLP1BN0JpkxpoGE7sjmlRQ5EwSUFCWuOAFHGodoZD1aRc5kr2PVJwIUORNMDzRxcEEjbaoHv5zmo9hYHJJOsTNGlSfM4YXbKHHE8CspkoZCQE7hEVUMS2RTvJRzC9+myBHnzfYaoP8L21mvf3ewH3sPhnIRXTp/CbUrxw15DhkWrbicRSsuZ93asUy6cRViffOwHXu0kPmMp9U00LClOHteATQnvX16WjM36Mx3pr/8oq7GWSZH8JGj/4Rq2Dd00xKoSxRkKwQdosFMb132eLt+/8Cujuvr/OhaNGBaPUOQmd9rY0UkDYVFhR/x06pnmaFYRE0NSTD5VBN4KVHJJF8rFa5Ir+PENAcV7ghz/FsJGx7ei0/AL6UIaW4+jlSxPV6IiUCJbBsTb7ePJ6K5cUkany//oNdjZj6vPU1fyfRdK1Rhpxe9t9dnnu8r7SIjZZEZq2uSP/T0oGXmkzHedqUvI/+FE+7qsRjob/88efYEeQNsGFiwbHG3C0PmQpQxfExLwCOrjPN0ZC/06+rKaZ8uIf2yhPp0AdXejl4rtjafV8iWX3pofGIqjedNwzJN5IkT2PDHI4n8TqDUbScBV7ojlLuiFDvjeGQVt6RiIqAaMjXeNoqcCUqccaq9HZQ5o1zyziU9xnKIdi5XYypAS9qHIpjM9W/hvsMf4G9H3WsLlUoqY5wdzPDUM8e3Fd2UkEWDNfFK3o1NwCVpXF97Fp+GK/oNCWS8VwNt2Nsfu3rCdpdYvmuO3sYfDd8F97l5vyH+67FM+1MUM5lEb2ll9vdGby7KUG4261dXUzmhjS1tdoeCjB5UV4/JrnT97DM3wd7m4JJ0KtxR+5jCzhwzh9TFsOpMyM/8/E6kZue2LpVwmfMw2MfCo+ucPLJGbayoW45bVxyiwdZ4EQ80fIZfNC7kvvAUbmw6iS1qKTdv+xyvR6YiCwYBOZnNV+rKCyfcRUxzkTYVTvKuY5KrGVEwGedu7+w6kWBNtJJ1iUpCaTeiYBFRnTQm/fyzYU6Pzyjz2FONunvLA9s17Nz1+TJ3rMs1r2c1dFfNvd7G6mv/gZDJ9evtfBpsnu2oMsTyIcj9lrwBNkxkLkoeWaPImcAhGfhku3FtlSeMW1Jp1zwEHSkCSgrHOjfVC7dS+yW7x5vSGd6b+JvubXbW/2QxgSf9jLkyhZyw2PjnqVQ/2swZcz9gQqAdj6R29mKzk+3dou1hEwWLMa4QNd5WEoate/Xauim0pX20ql7qEwU9xGD/M+/uzoRkJ60pL1HdydpkJdd99AUAjvJvptQRZZLDbpz7fmx89n3XxorYECmlOenr9fPp72I2lAvdvJd/OKD9dk0yz1xgN+4oy3nsvnA+/Tbmqk+zv5f9YeWwjzHSbG0rwjEmDg+UYnW5SYqCtVsZkq5ktNd2vUGqpkRr2mtLg1i2fEvXm3Hm562xQnRTxCXrWYmGTCGAT1EJOlJUuKOM9YayOVS9SbJkzuPMgqDrwiCzLSO5kmlA3ZgMsKJ9Krop8VjD4RQ54ywq/JALCt/i60Vv8qOSdzEbp/YY6ztVr6BZEi/EDqbd8FIgJZnqbuRnY5/mOxWvcGnFchpTgR5afBlDSxQsfIqKT0lT7e1gWqCZib62bMeNvUUmVzToSFHmjjHV34KIRakrxvRA824V8HszinRTpC5UMOR57WpADdSQ083uor+jwhDLG2D7LXkDbBjIhFN8itqZpyAz1h2i3BnpbNthX/iLlATVng6CSoJZp663V/hhmSdXz8bZqShfOaOpx4Wp6RQV8z6V6d/+lC9O/8AuVZd0CpQksmgw2d+CU9TxyykMBFuLS9JspXdEGpL2Ba2sLExIddEQt0uRE7qDL731zR7vJ9NcVzVlCuUEJ/o/5bGNR6AIBod5trA2XUXCdOKRbGPv485y+d2xOyNsIBe6BcsWM+FPd2R/31VkNt3pYdz1WF1zjua9/EPqn7fDjr5AikOfuW5A8++Lud/s38MlTp80pOPvaXIJ244vbqfEH0f5eiOFvgTNCV9WlFM3RUpc8d0qoC9acXmf3rIXTrirmyHXtd9o11ykCneUEleciOrsDL3bVYwuSSemOXB0fq92xINZ73PKkHuVJ+n6fyZ03xXdFJnkb82GxSb7WpnkbWF7ImgbfJLKia44BysexsleJMG+6Scbarod53BHki8EPuRLgY9xCToJ00HI8LBeK2NlYjJvxqdQ4YogCyZVnrAt/yLpFDkTTPS1UeUJM8XXzERPKx5JQ8REFg1KnbE90mFj18+o699AFGxJGoeo06p6qXSFme3bRnPa36/Rk/GU7pqXJ4smY4JhkrvxjGde35tOWX9h7d3Rlxhz1+vHiBtkefYb8gZYjuz6Jcw0nwW7BH5LvIh2zcsUf0tWaFEUdn6xS11RgkqC4NR2gm87WfqXo+2LrMvWNeqaG3XYpO3U+NqodIUJaZ5slVVATuGTVHRTIm3K6KZEQE7hl1NopohT0mlTPdmEVU/nTUyRDAJKmmJnnMnelh7NfUtccSrdEUqdUcY7W3EJGo16AbXpUv6v5UhWtE/l2aaD+bCjiojqGtLnNtDtEx78ZfbnorHh7M+rz7gx+/PS+UtYcfIdvUoqZH7XTZFIyoXnhBaaYz5i2wKU+XqW9w+EBcsWM+vf15MqhAXizs9wqfmP7jturefIiwfWQHxvk2s/yKXzl/DfBb/EKekEnCkCzlS2SCPj+fDJao+b2cLlV2RvuplKtpQu9xmK1C27aCVlyJS5YhQ5E3hkLbvg+X7lS8iCyXhfh90E2rK1ukpcMQKONM1JH/UJe8ExEC+IKFiM9YayMhddPXolrjgtaT+T/K2UuOIc7q9lTaQCEdsQ2ZYo5Ml4GR1mgrSloVkmMTNF2EzzypZp2TFubT0SCYt30iU0aQE6NC+tmp8P4uNp1XykTZmgkmCir5WgkqTSE6Ha20GpM0ZATlLsSKBZEluSxdQlC4jorux7Uw15t+KzgyVzfnTNr/Mpqv2+sT8fn6SSMhQ+DI3hP82zbAkS187vlaOLFAnsFD3WTbHXv7t7N17UjDhu5lwYKPuk8ZRvRbTfkjfABsGuAqtdWTp/STdNq5Qh05AIENFcOCQDj6zRnPbTpnowLTHb+21WSQPHfu09Jp+/gdpwEbolsm79GD59fafXpNIdJqq7CGkenKJO0lAQsW9sXjmNKJgE5BRuSUW3JBTBQBFNPglXsKa9IpvMqkhGVjjVRKAt7cUl2p6yqz48P/s+xnvstjEVzghVcgf3NJzCivapfBCupjHpzwpcZt5nrp/jQMRTMyvO4LsOJj5yKwCxhJOjLryzh/xHbxfXXZ+TRZNCd4KgO0niYzt3acO2ikG/hwziS0GK1tmr8K5GWFeMWIzg39/tc/tQWbBsMeP/cjsTf3Mnx7x4DQddt2Sv3WgyOUKmJeCQdub+uCQNn5Ii6EgScKSz3rFM+O6s17/LdF8j/5l3Ny55p3xF13nLgpntNVrkTBDRXBQoST5bupqjirYwxdfMfyKHUu6yE9arvSFcnb0SQ6onqwWWaRLdFVGwunmaM1V6PlmlPlFAa8qHX94pvWKr+yuUOu2xvLLK+mSF7Qnzt3B6+cdcOfZFZjnraDIs2k2Vpcky/i82nkciM7m/6fjsWL845J/c3nQKz4UOYU2kgvp0ATtSQRKmgyY1QMxw0pAuQBFNfFKackeEgJxCFgw0S0LEJGkoeCWVMmcUt6ThljS8cppCR4JKTyQrZjvcZIzcYkecgCNFmTtKuSuCKJhZ+Y7M36wx6c8aytB3Ej/s/prQF+2deXK5GGG5LDz2dl9LAMsyh/zIMzrJK+HTu6rxgmWLu6nAQ+9f2N5u8EFHkoTuyPajG+sNUeqIsSleSrkrgm5KiIKJIpgkTYV0Z1m93lli7ZPTdvjPESdpOHjwyD9z0dtfxy2puCWNqO5ia6ywx1wycgC9kQnfVLijJAwHASVJSPVQ6ozhllQCcgpFMGhUA3yu8ANa9AAroxPZECkdykc7LMRUJ05JR+mSgN1X4n3XzyBtyFkF9q709jlF0y7eWnjbgOd01uvfJaErNEX9mCsKqfz1G7t9jSBJWIbR00OWA7suBo576WpCL1QSXNiAcnsxclyDW9qy2/cWC5Ytzno7WpNeily2QVDusKsC05a9eAhpHjpUD/849vfZ1352xfezUg+ljii3HPIE164+m43xMipcYdt7Kxg4RZ2prgY+TIzHsAR2JApJGTIpQ2a8r4NkZyVwRHVxbPFmwrrdeD1tymiWSHPST6UnQtJQCKXd2SrLC1deSpEjjlvSSJu2V84taTSl/bSmfDgkg1JnlKThICCnbHX+ZAHjPbYYbHPaT3vazvMMdXqGXZKeNUy6hu4yeUZdn/fIGpVuWw/MKersSAZxiAZlzihb4vZiQe9cvGXCkrJoENOc2fM5UzGY6VrhkVQePuq+If9dP7vi++iWSI2vjYZkAaWuGE1JP7olMj3QhE9K83b7+CEJt2bYtXtIU9RPub+7xIRdUa52aqQZeOQ0ic62TpnPKJexSlxxdFMipLqyC9XeiolSUY3Xz/x/e0UJ/+TgV5GFISjhWyovhx7KK+GPQvIGGDtP9PnPfIe4FCSlyciSSbEn3uv+AxX+zKz6A44UBUqSpKGgmxJuSaND9eBTUrR3KsJP8bdkX1cbL8YjqciiQURzU+qMolsSQSVJS9pOcs+EVTyyhm6KFDkT6JZITHNmdbxELExsj4RPThNS3VS6w3SoXuTOisd5RRsY72hhdXIcNc4WNEvCL6ZQBJ3764/LJh2PJNG0C1ky6Ih7qCoI9+85O2kHHDsbbm4d0LF1UySpOUi8UIYShffuHVgeWujBalrnWriaRcbevHvjqyvy5Ik0nVwBJpT/eyPPNfy/Qb0+U3W7qxG5cUcZE6paqV1fiWe7xJgFtmTJ3lYEP+v176KaEklNQZEMgo4U473tOIWdi5m0pbA1XoRHVil3RlCEnca1U9R7iJkaiN32kQSTG2Y+1WPsb757EbJoENVcTPC0cZhnCy16AM2SOMqzmRbDx7pUFXVqIW2qB0Ww86c8koYsGBTJcRKmA82UOC2wmucjhwCwLVmUrSq2E8+TuCWVukQQj6xlw/wZ0Vkg6w1KGXKP71DmNRm6huiKnDuvO4pgElBS1CULOmVmeh5rIAz1HPjCf/8X3RQ737fGVG8j/22fjChYXFD+Jn+uO75b5emevGaIgsWMgkZa075soYZqStkepFlDF2u3hQC5kjfA8gwHeQOMnSf64U9cQbBwZyJ3b94T6CljMBAyIZCgI4lfSWVX8iHNQ0MykN3n4EA9McOFiImJiCwY2dV4RHdR3Nn7bnuiEL+SIq7b+jcZY88hGtnVN9gX9jGeMHHD1ghzSXYoxSOpjHO3M8bZwQfRcbgllU/DFRxZtJW328dzevknvNhyUDcl8z1Ff567vtjdDeUzS38EgKefLgNbWoopeN5DslRg3GPbsfweas8tZt11/f9Nj3juJ8gPFROaIpKs0RBdOpMuWDWo+cvjxmJ5PRhr1iM6HJiqOijP2IJli9lUX8qkqpZuC4IN28uZUt2U3W8k2rEsWLYYWTRZs6USl0+lusgWB57oa0UULJyijm5JtKR9WU9SV+OsKwbdNbnaNW/Wm2YgEtedtGuezv6kzqwy+qGF9RzrW88EpY37/397dx4dRZn3C/zbVb2nO52E7CELSzRIQHbZVNABHBkVdRj1RWTOnOsZHGVi4ijgBi4Ic5135PUdYUZlPNdlxBdhrugVJaBhZGAAg+yMLAnZ96TT6fRaVc/9o9OVdLqTdLbO9vuck6NUP1391NPVVb961tqboWyZpmGu8TJOWMdCpRAhgoNdVHkGrXAuWEQdbKIKGk6ASiGiyhmOGI2nH5PFrYVTUsImqGF2aeXmtCitp9O/tyne24wJANaWRd8D8a6B6hWlscPi1si/hVitFZxCQoTKjmZBgybBMzJZyws9fijq7bmwOn8lmgUNJChQbTcgXO1EorYRZrdOHoEaiHdUKuC/SHdnAqUxqFwwKJ2IUNlR7TTKtV0OUQkOnuZRvdItnwf9palRwrFlb4YmADOt7H0A1vgBBWCDEAVgaD3R53y2BrWuGIwKb4ah3Qgor64uYt6AzDsvT4Legiq7UR614+moLMElKeXmyAaXvqX2So0ItaMlmBIQp22C2a1DnNoCi6DzPKlzLojgUGKPhNmpg8A4+QkwXO2E1a2WZ/H21oDpeDei1VaU2CORaSzD/4o4jbfqZ6DIHgWLWweLSyM/kfck2Ar0nq6Cqp4EXe11Nv+X97UFB38HRcv8VG0VnExG+sazEJttKFs/G9q5dbAdG4Wkfzhw8Nv1nX7u7K/Xw6hpnfG9/qMURO3oXi1YR/qieXKwWHHsUVyqj0G8oQnl1nA0NWsxL7UAESo79Fzny28Fuvl6gzG+pf+jVdTAImghSDzqnXqfpqfcBW/guTP34aQ5uWWNR6c8i7p3agtv7XHbNSO9I4C9abxzkHm3e2tXJKZAnS0MBo1TflDz9n0SJE5uumrfxOXl/a3G65pgE9RQciJqHWGI1jaj1hEm14h5F/y2CWqfgK59ANdVWQKt66D21HNn7vPMSyZoUWqPhMWlQUZ4Nf5t6Xoql7bfp7fjfKAgKVzt9Olj6uVdzcCz3JQSWl5AuNqBNF0d3IzHZWusZwCI2FomDlEpf8cGlQv1Tp0cDPa2hi6kNWDGFb0PwJo+ogBsEOp+D+phjFdISI2u99kWzAXLp+NwSzDivTiWNHuGqENsvQhVWsJh0PpfaASJk2uvOAWD2aWDlhfQ6NLJAZqSk+TASqmQIEkKCC03pjitBXpei1pnmPwU7pJ4mJ06lNlMnrmL1Ca8XjMXZY4IqDlBzkPbZT+6K9B7ugqu3C1rTXal2mpAlN4WVNrShgjEhXv6ini/E1W7e1S11YDoP+iQXl8P9/TrUHSHFkKUgAt3vgrc2eVHAABMWrvPBdxQFvy8V13pdDTlELIoLxtaXouxEfWeJYq0ngWoD11OR3pSNdRtpk/xBlReKk6EW+Kh4kQ4JM95ycNz43RKSrl5stGtg9ml6/Cc3TR5j9wnzbuMTduASD73oYJe6faZgd37mxLg36zm/e8ofTPsggpukYeKFwMOSPEuPt72GsEpPAtxh6vsKG2O8Elf6/B0SXBJPG4wVSJc6cDJhmS/dS2DDb5Gh5khSDysgmdAwrozP4dJacP6G74M6v1tefvkGXgn0g3VEBgPd8vgha4CGqVCglopQsu7YRPUiNFYYXVH+aTxrPHp+U68gyfSjTWwiSo0unWodYRBkjxTjcRqmjDLeBXn7aOh4QQsi/0B9YIBl+2xqHMa5H533j/v9a2z4Kt9n9/2AvVFJaQ3KABro+1SKT3V0VIZbf8/2mANGFC03eatVm9/UW+7f6FN84ySk1BhN8El8p6pFtyagBeaf1vi5GH9XbG51Z024QUjd8EbGPtff0RBVg7Stv8B6RPKAAAVtRG4+uCznTbhVlrCwfMSvr3tP7Hwm6fglnjoWp5o25bVmA83o/Dh9bh47wYsysuGWwx8c7pSGgtFvRq6JMAosC5rujriLVezXQfz6RikfdU3tV/tLQl7BJLdDk6jheT01LgNlaAsd8EbuOu7NdC2zBWXoLPgkhSDJq0Ai1OLaF2zPH9clMYu116N1plbVnHgYBPUUCk8NUHultG9HM9Q7wqDVdAEXEUh0G83mGClpysydDVdAuDfTUFiCr/Aq73pUSWIUjYjvzG1pV+Y3TPXltOz1JM3WLC6NKi36pES1RBwP6XNEUjUW3BXzGmUuqLw0/AzOGlPxbozP4fAePzhxk+CPlbA03evzqVHuNIBu6hGlLo5qNokgXHQK9wwqexwSUqU2PyPv+01KUpjQ5LOjNuN53GwaSJcktJTG6kATCo7IlQ2nLePRq3LgIlh5agXDDjemAYAfjVd3powoPO+aV19lwa1E9VWA2INVjTY/Zc96jeMAehFQxU1cg1a1ASJwKMge6I/hv5XNRnR1KjD+NEdrykY6Am77UirnrpcHIf0lKquE3ai7uMURP/QhKK7jIi6qQoGtRN2QQUVJ6LBroe51oD01EoAns72VbXhGJ/kOda2N9M5+9d12Cxc2hCB0ZFmuSbCyy3yKG8wITW6HsX1kUjbJIKrasC/16Zi/KTSHgXa3tnzVVoBqdH1sLo0iFhhhlBX1+199YRCqYI4NxPcxpoB6d/VE3d9t0ZeQoiDpwnp7LlUjLm+AqxlehQvbw1vtLYZKk5EGO+Em/Goc7ausMApJJ+ar+6WQ0fTyXhrqwKl76gpsT94mx+1vCD3N+MUDPG6JlTajXCLPEpqIzE2rtZzfbhmwvhJpZ3uc4yhHm7GwerWwiqoEa5yyrXt3W2avOu7NZCYAhNNFfixKQ5JejOuNkV3GYh5Riu6O+0b56XkJE9TZcsca5PDS3G8IQ16pQsWlxYJegtKWoLYYOd36ypdsN+xW+Qh2hwha4K8Tf9gr5sgv7HtpCbIQYgCMPRdAAb0/0R/wV4oO8qH1aXB0cVbAr7e1ZqKQMd9t67VjEJajH8QUlAZg7H/8YNcczP+92/gytps3PjFC35Ni+Vfp+D85tY5vbpqEuhIk1ML48th4M8VoChrEhQSYCxmiDpRg8JfxCJ5Yc9GBy7Ky0ZpQwT0+8Jhvt0G7Uk97IkM47KPdjuPweI0WijSU6Got0CsrgUTRYBJsD4wG6Yz9RAvXhoytWIAsPzIY3BJPM6VJWBWahHyy5KRGNHoE4RVWsIRH26Rzw0ODFqlZ2b73vZj6omu1hYNlKYnbjBVwi6qUWiN6jRdX/SfDETNifh/t7zZZbqf/iMLgsQhXO2EIHGwCapu9UnrDu/DZLzO0mWtYSBOUYl/3P56p2nazgvW0fdYZwvDyTtflf/dl/eMjlAANvxRAAbfaSiUYZo+u8AHe1EO1Q0l0BN+R5MStp1XCwAcggr1Vj3CtC5olIJPbZQgcWh06Hym7TD/n2SceC8HALBk5kv4+sQGTP78RXnm+vRdryItpg5ukce10hikp1b6jOa7Wh4Dyc1Db7IjKaJ15vtAnC1Dz5UKCdcux0NTw0PdCCQessARo4PSIaIpWYPqWQzpE3tW89W2XCo/TwHjAbUFiPu6BEJRSY/3F4ySF+ciZdMxcBnjIP63DeWNJsQYrLh2NQ7pq4/3KACbveI/Yfz4XwMevC3Kyw5YO8EpGOptekToPAto9/dvpKPfalB9QLnlwDejA75Wb9cjSmfrVd46Y1C5oOXdcsf9sYY6XK+vwL7qTISrHXKfsu4YY6j3m6Otvd4GnMHUSPWWN/jqzcSrgSw4+LvQ1oDpHuh9AGb/hAKwQYgCMPgGYN8u3TbQ2QmJ9hdQ76Sl7Z8CBYmTm4nMdh1qqkxQ6t1QKiWE6x0wae24emY0FHEOxEY2odmp9lkeyPtZ3htR2/3V2cIgiBzijE2+TUFzXwX+ddrzDwWHqqzZiLu72NPf5V9xUDBAmNAMt1WNhKQGVJRGIuyqCtHnBOjKrOBsLkgGLWqmhSPuYDkuPh+Na79c2+sym7nvWdRbwhD1tQ6jPj0L0dqzJYy6Szk2DXC5IdXVg4uNRv3No1F1E8PogwyH9/wuJHkYzhZ+8xQqzCY4qvRyH8XeNGsONCUnyQMPgO6NmOxIMLXjnb2nP8pnIJvgZ3+WFbJpKG7T/KL3AZjzfygAG4QoAENoqpMHo4XfPOXXlOENxNrOIn+1Igao1KIgOyfgfrwj95Qx0ZCszfi6+X35tWmr34D5Fjs0OjdGGZtRXhOBMW8rcPDb9Zj22BuIO1AB8Vox+NgYsCYrmMuFrx0f+S3bU/bsXJiuSjBes6EhIwyWMQqk/e9TgCBAMS4NTK3ElZUmXM0JnMfeWJSXjWqrAQkrKyA2dl4b1594gwH2myeAd0momawB7wKa5tsQpnf6Bb2k+xblZaN522iEf3UOYuY4uCLVKH5IROHD3Rus0Vmtcn81X4ZKsIFYZ8FRoPLxDp7pbLWLwSSkTZAUgA1bFIBh5AZgwVz4r1bEAAwo+I9nMWnvBhi0TrhEHnXFkTBe5tE0TgR4Bn2REs7JNlx94Dlc9+kruPTzF3z2M//AM1BvjoJClHAw71nccvfr0O7LBwDsd+/EovmbwDkF4OwlSC4XeIMhYA0TbzRCbPJMNcEbDChYOxmXnuu/G9gibjmU48cCggjhWlGv95cr7erTNSFt98+GqFFAITI0jeZgj2e4+lTfB6F9aRG3fMCbPjtzw//diOQVBWBuAVy4AYrICMDhhFBW3m/5bh+cdSco6+s+YaHsEuFVUBmD69bXQigqQe3quTDfIGF8ZmmH/bKulMWicEXPRjH3hZAGYOrlUCp6NkoXAATmxjeuXSPu/jYU0DQUI1jugjfkYMC8ag7qpgBhRQrwt9dDtTsSNbNFQAFwVh7XvfYGeEcEpEIG81IH0j9wwpqiRdM4AG4OEVckVEXqAABuhxJp728B16BG/BGGqpkKiLFR0M3TQFJ6bsAaeAZWKxPisYhbDtv9sxH2WT6Y4Ol0z6TANxTmau2UL1qtSH3hCNCNAOyOqEchms0+25RpqZ0GV8KVgqD335W+XpA7rNQG7nwBxL0RMK6LhKhVAk/16Uf0ucEcfAHAhWUbgWbPdyXWNwD1rVM8dPX99fTYyvelAAva7KcbA2KCDb4EiUNhaSwS4htQ930cXDECOIMbWp0LzXV6pKbVgAPD+P95FVd+8XyPjiNYqe++juvGe/JUbjZhbHwN4HBBmZEO/b2ViFa55OlkyswmMKbA6Ehz0LWKwwmTGFgvFgGnOpbBa9jUgG3btg2vv/46KioqMHHiRGzduhU333xzUO8dqTVgXt6bSulzcxFexCApAV2tCGWzCPX3l1D5yCQk7K+CcPmqvGwOHxWJwt9OgHOUhGuPPyXvx7xqDupuBAzjzDhz18tYxC2H4+5Z0Na6oLxciopfXIeYtzzzZvGTMqCorgciwiH8eAXKpERcykqFrkqB5L1VgCSBaVWAQgHRoIU1TQddlRt83g9QxoyCUF3jcxyBbn5tm0eFcUngm51QlNcAJiPEohLPqMKhSMEBTILrpzNRMU8FtRlIyjWjan4ETv334GnSWqJdAcnVOpdc2+/op8lZEMrKA742VLQPyPrzGDqqOVyUlw3HfyWhYjaPK2uz5WDN6tLAoHbi8uVEaMuVkCZaobhoQPiMGtRUmZCeVinvo7B6FKRyvfy7HawGS+1pKGvAFvL39boG7Ftxz4i9vw1mwyIA++STT7By5Ups27YN8+bNw1/+8he8++67uHDhAlJSUrp8/0gPwDrT9gbD6fWoXjUFo87ZwdkFlN1ulKeNaJ8WgCdYmzYBgkEF7Q+F2FfzZ0+T3vXjIRp14JqdQEk5FKZwQKeFcKUA/MTroGiyoXpxCpwmwHWTFRzHELbPCJcJaBorAkyBCa9c9QvA2suVdmHxrJfB11ogJESA/7EYithosOpaiA2NAOv7ofwDgY+I8KnVG8gb1JKZL4GrawKzWKDQasEijXDFG8EfzPdLy6nVgFIJYVYGuLyTg+LGOpR1VDvX/vzwovLuuZEQgHW3UuPQoUPIycnB+fPnkZiYiGeeeQarV6/2SbN792688MILuHr1KsaNG4dNmzbh3nvv7fGxDXXDIgC76aabMG3aNGzf3jpsesKECVi2bBk2b97c5fspAOsbbW8AytRkeXqGtv2evP/PG41QGA0QyivAm0xQREbAlRIFR4wG6kYBTckqCHoF9NUSaidxUDAgcV4pRMah/qtEmK5J0JfZW0dLAoCCg4LnwYUbPE1HbTh/NguaL47Ln69MSvSpfRkqlHGxkBrMkFwueYb8QP3lBurm6nMO9KKM+zr/nTUdtu+X11k/vd7mq+3voLf76C4KuPpOKAOwBYp7ex2A5bG/dyuv3a3UKCwsRGZmJh599FH8+te/xj//+U/85je/wccff4z7778fAHD06FHcfPPNeOWVV3Dvvffi73//O1588UUcPnwYN910U4+Pbygb8gGYy+WCXq/Hrl27fCLprKwsnDp1CocOHfJ7j9PphNPZOo+VxWJBcnIyBWAh5nOzvn48UG+GUFPbui0uFmJqHCQ1D1VBFaBSQigugzIpASzS6Gm+5DhAowGrrQs8LURLU50yNdnz3qhIT21bWYVvDVhLuk550wRI622a7W+cXg8uTA+p0dKtz6ObL/weArzalk2g4Ka/ArKeNKd539NfASIJTkgDMNzT+wAMn3Urr92t1Fi7di327t2LixcvyttWr16N06dP4+hRz0TVDzzwACwWC/bt2yenueOOOxAZGYmPP/64p4c3pA35Tvi1tbUQRRFxcXE+2+Pi4lBZWRnwPZs3b8ZLL73kt91isfRLHklgu807evS+e0yPAMHOfdryeCFc83SkF2pbzwllQjyEikooU5Ox+8ymHuXFJ0+h0Nzo+WvxWeP7nSRuRed26/lmsVh8zr22ZRPonGyfvv1rvclPd9/vfU9/5IcEz1vOoai/EODu1VKQAjwDl9qfGxqNBhqNxi+9y+VCfn4+1q1b57N98eLFOHIk8Lq3R48exeLFi322LVmyBDt27IDb7YZKpcLRo0eRnZ3tl2br1q3dPaRhY8gHYF4Khe+syowxv21e69evR06b+aIKCwsxZcoUJCcn92seySBT0fLfIsBk+tOAZqWnTCbTQGeBkBGrqamp336DarUa8fHxOFz5Za/3ZTAY/O5vGzZswMaNG/3S9qRSo7KyMmB6QRBQW1uLhISEDtN0tM+RYMgHYNHR0eB53u9LrK6u9vuyvdpH/qmpqQCA4uJiuqH1grcpt6SkhJpye4nKsm9QOfYNKkdfjDE0NTUhMTGx3z5Dq9WisLAQrj7o2hCoQiJQ7Vdb3anU6Ch9++3d3edwN+QDMLVajenTpyM3N9enD1hubi7uueeeoPbBcZ71Dk0mE11c+kB4eDiVYx+hsuwbVI59g8qxVSge1rVaLbRabb9/Tls9qdSIj48PmF6pVGLUqFGdpulonyMBN9AZ6As5OTl499138de//hUXL15EdnY2iouL/YbAEkIIIaRjbSs12srNzcXcuXMDvmfOnDl+6ffv348ZM2ZApVJ1mqajfY4EQ74GDPCMrqirq8PLL7+MiooKZGZm4ssvv5SbFgkhhBASnJycHKxcuRIzZszAnDlz8Pbbb/tUaqxfvx5lZWV4/33PIKDVq1fjT3/6E3JycvDoo4/i6NGj2LFjh8/oxqysLNxyyy34/e9/j3vuuQefffYZDhw4gMOHDw/IMQ4KjDCHw8E2bNjAHA7HQGdlSKNy7DtUln2DyrFvUDmOPG+99RZLTU1larWaTZs2jR06dEh+bdWqVezWW2/1SZ+Xl8emTp3K1Go1S0tLY9u3b/fb565du9j111/PVCoVy8jIYLt37+7vwxjUhvw8YIQQQgghQ82w6ANGCCGEEDKUUABGCCGEEBJiFIARQgghhIQYBWCEEEIIISFGARiAbdu2YcyYMdBqtZg+fTq+++67gc7SoLF582bMnDkTRqMRsbGxWLZsGX788UefNIwxbNy4EYmJidDpdFiwYAHOnz/vk8bpdGLNmjWIjo5GWFgY7r77bpSWlobyUAaVzZs3Q6FQ4Mknn5S3UTkGr6ysDA8//DBGjRoFvV6PKVOmID8/X36dyrJrgiDg+eefx5gxY6DT6TB27Fi8/PLLkKTWheapHAnpRwM5BHMw2LlzJ1OpVOydd95hFy5cYFlZWSwsLIwVFRUNdNYGhSVLlrD33nuPnTt3jp06dYotXbqUpaSkMKvVKqfZsmULMxqNbPfu3ezs2bPsgQceYAkJCcxischpVq9ezZKSklhubi47efIkW7hwIbvxxhuZIAgDcVgD6vjx4ywtLY1NnjyZZWVlydupHINTX1/PUlNT2S9/+Ut27NgxVlhYyA4cOMCuXLkip6Gy7Nqrr77KRo0axb744gtWWFjIdu3axQwGA9u6dauchsqRkP4z4gOwWbNmsdWrV/tsy8jIYOvWrRugHA1u1dXVDIA8J4wkSSw+Pp5t2bJFTuNwOJjJZGJ//vOfGWOMmc1mplKp2M6dO+U0ZWVljOM49tVXX4X2AAZYU1MTS09PZ7m5uezWW2+VAzAqx+CtXbuWzZ8/v8PXqSyDs3TpUvarX/3KZ9t9993HHn74YcYYlSMh/W1EN0G6XC7k5+dj8eLFPtsXL16MI0eODFCuBrfGxkYAQFRUFACgsLAQlZWVPmWo0Whw6623ymWYn58Pt9vtkyYxMRGZmZkjrpwff/xxLF26FD/5yU98tlM5Bm/v3r2YMWMGli9fjtjYWEydOhXvvPOO/DqVZXDmz5+PgwcP4tKlSwCA06dP4/Dhw7jzzjsBUDkS0t+GxVJEPVVbWwtRFP0WA42Li/NbNJR4+oPk5ORg/vz5yMzMBAC5nAKVYVFRkZxGrVYjMjLSL81IKuedO3fi5MmTOHHihN9rVI7BKygowPbt25GTk4Nnn30Wx48fx29/+1toNBo88sgjVJZBWrt2LRobG5GRkQGe5yGKIjZt2oSHHnoIAJ2ThPS3ER2AeSkUCp9/M8b8thHgiSeewJkzZwKu3dWTMhxJ5VxSUoKsrCzs378fWq22w3RUjl2TJAkzZszAa6+9BgCYOnUqzp8/j+3bt+ORRx6R01FZdu6TTz7Bhx9+iL/97W+YOHEiTp06hSeffBKJiYlYtWqVnI7KkZD+MaKbIKOjo8HzvN+TWnV1td9T30i3Zs0a7N27F99++y1Gjx4tb4+PjweATsswPj4eLpcLDQ0NHaYZ7vLz81FdXY3p06dDqVRCqVTi0KFDePPNN6FUKuVyoHLsWkJCAm644QafbRMmTEBxcTEAOieD9fTTT2PdunV48MEHMWnSJKxcuRLZ2dnYvHkzACpHQvrbiA7A1Go1pk+fjtzcXJ/tubm5mDt37gDlanBhjOGJJ57Anj178M0332DMmDE+r48ZMwbx8fE+ZehyuXDo0CG5DKdPnw6VSuWTpqKiAufOnRsx5Xz77bfj7NmzOHXqlPw3Y8YMrFixAqdOncLYsWOpHIM0b948v6lQLl26hNTUVAB0TgbLZrOB43xvATzPy9NQUDkS0s8GqPP/oOGdhmLHjh3swoUL7Mknn2RhYWHs2rVrA521QeGxxx5jJpOJ5eXlsYqKCvnPZrPJabZs2cJMJhPbs2cPO3v2LHvooYcCDlUfPXo0O3DgADt58iS77bbbRvxQ9bajIBmjcgzW8ePHmVKpZJs2bWKXL19mH330EdPr9ezDDz+U01BZdm3VqlUsKSlJnoZiz549LDo6mj3zzDNyGipHQvrPiA/AGGPsrbfeYqmpqUytVrNp06bJUywQxgAE/HvvvffkNJIksQ0bNrD4+Him0WjYLbfcws6ePeuzH7vdzp544gkWFRXFdDod+9nPfsaKi4tDfDSDS/sAjMoxeJ9//jnLzMxkGo2GZWRksLffftvndSrLrlksFpaVlcVSUlKYVqtlY8eOZc899xxzOp1yGipHQvqPgjHGBrIGjhBCCCFkpBnRfcAIIYQQQgYCBWCEEEIIISFGARghhBBCSIhRAEYIIYQQEmIUgBFCCCGEhBgFYIQQQgghIUYBGCGEEEJIiFEARgghhBASYhSAEUIIIYSEGAVghBBCCCEhRgEYIcRHTU0N4uPj8dprr8nbjh07BrVajf379w9gzgghZPigtSAJIX6+/PJLLFu2DEeOHEFGRgamTp2KpUuXYuvWrQOdNUIIGRYoACOEBPT444/jwIEDmDlzJk6fPo0TJ05Aq9UOdLYIIWRYoACMEBKQ3W5HZmYmSkpK8P3332Py5MkDnSVCCBk2qA8YISSggoIClJeXQ5IkFBUVDXR2CCFkWKEaMEKIH5fLhVmzZmHKlCnIyMjAH//4R5w9exZxcXEDnTVCCBkWKAAjhPh5+umn8emnn+L06dMwGAxYuHAhjEYjvvjii4HOGiGEDAvUBEkI8ZGXl4etW7figw8+QHh4ODiOwwcffIDDhw9j+/btA509QggZFqgGjBBCCCEkxKgGjBBCCCEkxCgAI4QQQggJMQrACCGEEEJCjAIwQgghhJAQowCMEEIIISTEKAAjhBBCCAkxCsAIIYQQQkKMAjBCCCGEkBCjAIwQQgghJMQoACOEEEIICTEKwAghhBBCQowCMEIIIYSQEPv/Y6BwZwdzH2IAAAAASUVORK5CYII=",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "gds.albedo.plot()"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "ffe65d22-0357-455b-8896-4870cf676583",
- "metadata": {},
- "source": [
- "Apart from looking like the data is upside down, our assumptions about `x` and `y` look to be correct. So we'll rename the coordinates:\n",
- "\n",
- " - `phony_dim_0 --> y`\n",
- " - `phony_dim_1 --> x`\n",
- " - `phony_dim_2 --> igbp_class`\n",
- "\n",
- "We can do this using `rename_dims`, which takes a dictionary as an argument, where keys are the old dimension name and values are the new dimension name."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 17,
- "id": "a445433e-d160-4ca2-9a58-a0b74ccf348b",
- "metadata": {},
- "outputs": [
- {
- "ename": "ValueError",
- "evalue": "cannot rename 'phony_dim_0' because it is not found in the dimensions of this dataset ('y', 'x', 'igbp_class')",
- "output_type": "error",
- "traceback": [
- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
- "\u001b[0;32m/tmp/ipykernel_24814/2980279117.py\u001b[0m in \u001b[0;36m?\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgds\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgds\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrename_dims\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m'phony_dim_0'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'y'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'phony_dim_1'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'x'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'phony_dim_2'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m'igbp_class'\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mgds\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
- "\u001b[0;32m~/mambaforge/envs/smap-tutorial/lib/python3.10/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, dims_dict, **dims)\u001b[0m\n\u001b[1;32m 4319\u001b[0m \"\"\"\n\u001b[1;32m 4320\u001b[0m \u001b[0mdims_dict\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0meither_dict_or_kwargs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdims_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdims\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"rename_dims\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4321\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mdims_dict\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4322\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mk\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdims\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4323\u001b[0;31m raise ValueError(\n\u001b[0m\u001b[1;32m 4324\u001b[0m \u001b[0;34mf\"cannot rename {k!r} because it is not found \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4325\u001b[0m \u001b[0;34mf\"in the dimensions of this dataset {tuple(self.dims)}\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4326\u001b[0m )\n",
- "\u001b[0;31mValueError\u001b[0m: cannot rename 'phony_dim_0' because it is not found in the dimensions of this dataset ('y', 'x', 'igbp_class')"
- ]
}
],
"source": [
- "gds = gds.rename_dims({'phony_dim_0': 'y', 'phony_dim_1': 'x', 'phony_dim_2': 'igbp_class'})\n",
- "gds"
+ "smap_files[0]"
]
},
{
"cell_type": "markdown",
- "id": "de673df1-483f-47b0-9e9a-c1aadd711629",
+ "id": "05d558e4-448d-4c7a-a188-ea5cf27dc124",
"metadata": {},
"source": [
- "#### Add coordinate variables\n",
+ "#### Add meaningful dimension names\n",
"\n",
- "[Coordinate variables](https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#coordinate-types) locate the data in space and time. Each coordinate variable is a 1-dimensional array associated with a single dimension, usually with the same name as that dimension, and has the same size as that dimensions. Values for coordinate variables give the position of each grid cell within the dataset's coordinate system. Two-dimensional _auxillary coordinates_ are also allowed. These _auxillary coordinates_ need to be related to data variables by including a `coordinates` attribute that lists the _auxillary coordinates_. Coordinate variables are not allowed to have missing values. However, _auxillary coordinates_ can have missing values.\n",
+ "53 variables are loaded from `Soil_Moisture_Retrieval_Data_AM`. However, we can immediately see some issues. The dimensions are named `phony_dim_0`, `phony_dim_1`, and `phony_dim_2`, which is not much help. This is because no dimensions are assigned to Datasets, so `xarray` has to generate some dummy variables.\n",
+ " \n",
+ "We'll change the names of the dimensions to something meaningful. First, we need figure out what the dimensions are. This is more diffcult than is should be and requires some data sleuthing and assumptions. The description of the `landcover_class` offers some information, albeit misleading, but it is a clue.\n",
"\n",
- "The SMAP data contain 2-dimensional `latitude` and `longitude` grids but data variables do not have a `coordinates` attribute. The data do not contain coordinate variables. Coordinate variables allow efficient subsetting, as well as plotting and transformation. So we need to add `x` and `y` as coordinates. \n",
+ "> An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)\n",
"\n",
- "Because `latitude` and `longitude` are likely coordinate variables, we'll plot them. "
+ "This description states that the dimensions of the landcover_class array are longitude, latitude and IGBP land cover class. The data are in projected coordinates (the EASE Grid 2.0 Global) **so longitude and latitude cannot be dimensions**. Longitude and latitude in projected coordinate systems must be 2D arrays. For projected coordinate systems, coordnates are usually x and y, or easting and northing. From the user guide, we also know that the data are on a grid with 964 columns and 406 rows, and cells that have a nominal cell-size of 36 km by 36 km. Based on this information we can assume that `phony_dim_0` is the y-dimension and `phony_dim_1` is the x-dimension in cartesian coordinates. The 3rd dimension (`phoney_dim_2`) appears to be land cover class. We can lot the data to confirm that this at least looks correct. "
]
},
{
"cell_type": "code",
- "execution_count": 20,
- "id": "96f26e1e-2c6d-4f57-bf51-72653e2c76d9",
+ "execution_count": 8,
+ "id": "2399bc41-3f7e-43b6-bc1f-10d9b9893e32",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 20,
+ "execution_count": 38,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots(2, 1)\n",
- "gds.latitude.plot(ax=ax[0])\n",
- "gds.longitude.plot(ax=ax[1])"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "a45a18fd-dc03-42a2-a221-2e77d405ebfb",
- "metadata": {},
- "source": [
- "This looks a little strange. Printing minima and maxima for `latitude` and `longitude`, shows that both values are outside of the expected ranges: -90 to 90 for `latitude`, and -180 to 180 or 0 to 360 for `longitude`."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 23,
- "id": "fe9bc187-b64d-414d-9074-5bc5e33c3774",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Latitude: Min = -9999.0, Max = 83.63197326660156\n",
- "Longitude: Min = -9999.0, Max = 179.8132781982422\n"
- ]
- }
- ],
- "source": [
- "print(f\"Latitude: Min = {gds.latitude.min().values}, Max = {gds.latitude.max().values}\")\n",
- "print(f\"Longitude: Min = {gds.longitude.min().values}, Max = {gds.longitude.max().values}\")"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "ba404a65-2dd2-4f1b-a538-40861dfcd199",
- "metadata": {},
- "source": [
- "If we plot both latitude and soil_moisture, we can see that latitude values have been masked with -9999. where there are no valid data values. **This is not a good or sensible approach because latitude and longitude are coordinates. As long as latitude and longitude values are between -90 and 90, and -180 and 180 (or 0 and 360), they are valid coordinates. While missing values are allowed for _auxillary coordinates_, coordinate values should not have missing values. We also need coordinates for all grid cells for plotting and other operations.** "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 24,
- "id": "18d8326c-fea7-4fb5-a7bc-e38f4bbfdd05",
- "metadata": {},
- "outputs": [
- {
- "data": {
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 24,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
+ "metadata": {
+ "image/png": {
+ "height": 434,
+ "width": 620
+ }
},
- "metadata": {},
"output_type": "display_data"
}
],
"source": [
- "fig, ax = plt.subplots(2, 1)\n",
- "gds.latitude.plot(ax=ax[0]);\n",
- "gds.soil_moisture.plot(ax=ax[1])"
+ "gds.albedo.plot()"
]
},
{
"cell_type": "markdown",
- "id": "43d5222c-82ba-4c58-83b5-0b13c1919ec2",
- "metadata": {},
- "source": [
- "Neither the plot of latitude nor the minimum and maximum values look as we would expect. We expect latitude to be in the range of -90 to +90. The maximum is actually in this range but the minimum is -9999., which is suspiciously like a `_FillData` or missing data value. We would also expect the image to show a smooth field that only varies in the vertical direction, e.g. from -90. to 90. or some similar range. Instead it shows a set of lozenges.\n",
- "\n",
- "Let's set the `_FillValue` attribute for latitude to `-9999`. In `xarray`, we have to use `where` to apply a mask everywhere a condition is not `True`. Here we set the condition to be _not equal to -9999._ To save time and errors later, we also set the `encoding` entry for `fillvalue` to -9999.\n",
- "\n",
- "
\n",
- "`encoding` is a dictionary of parameters that defines how data are \"encoded\" in the file. It includes information about how data are compressed, chunked, the _FillValue, and data type. Saving the `encoding` is not strictly necessary unless you want to write the data to a new file. We'll follow these steps here to demonstrate how to preserve the encoding data. \n",
- "
"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 26,
- "id": "c65618de-eb3d-4f07-804c-81f0199a3ed4",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "{'chunksizes': (1, 964), 'fletcher32': False, 'shuffle': False, 'preferred_chunks': {'phony_dim_0': 1, 'phony_dim_1': 964}, 'zlib': True, 'complevel': 2, 'source': '/home/apbarret/src/NSIDC-Data-Tutorials/notebooks/SMAP/smap_data/SMAP_L3_SM_P_20170323_R18290_001.h5', 'original_shape': (406, 964), 'dtype': dtype(' y`\n",
+ " - `phony_dim_1 --> x`\n",
+ " - `phony_dim_2 --> igbp_class`\n",
"\n",
- "# ...and for longitude\n",
- "encoding = gds.longitude.encoding\n",
- "gds[\"longitude\"] = gds.longitude.where(gds.longitude != fillvalue)\n",
- "gds.longitude.encoding = encoding\n",
- "gds.longitude.encoding[\"fillvalue\"] = fillvalue\n",
- " "
- ]
- },
- {
- "cell_type": "markdown",
- "id": "511b2d12-c6ce-4fc4-b924-d5b3e4b13cf9",
- "metadata": {},
- "source": [
- "Now when we check the range of the latitude values, we see that the range is between -83.63... and 83.63... as we expect."
+ "We can do this using `rename_dims`, which takes a dictionary as an argument, where keys are the old dimension name and values are the new dimension name."
]
},
{
"cell_type": "code",
- "execution_count": 30,
- "id": "ec868a8e-bf13-4967-bde6-02cc2b07738e",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Latitude: Min = -83.63197326660156, Max = 83.63197326660156\n",
- "Longitude: Min = -179.8132781982422, Max = 179.8132781982422\n"
- ]
- }
- ],
- "source": [
- "print(f\"Latitude: Min = {gds.latitude.min().values}, Max = {gds.latitude.max().values}\")\n",
- "print(f\"Longitude: Min = {gds.longitude.min().values}, Max = {gds.longitude.max().values}\")"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "5acf9bca-d60d-4d34-9618-7d33e7236772",
- "metadata": {},
- "source": [
- "Plotting the data again, we see that latitude values are within the expected range but that hasn't solved the missing data problem."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 31,
- "id": "c7d6df08-b03f-465a-bb21-d6a68665fde2",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- ""
- ]
- },
- "execution_count": 31,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots(3, 1)\n",
- "gds.latitude.plot(ax=ax[0]);\n",
- "gds.longitude.plot(ax=ax[1]);\n",
- "gds.soil_moisture.plot(ax=ax[2])"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "efc6edf9-0555-4256-86c7-c6527c9746c7",
- "metadata": {},
- "source": [
- "#### Adding x and y coordinates\n",
- "\n",
- "Missing values for latitude and longitude can cause problems for plotting and other operations. As noted above, the files do not include complete information about the coordinate reference system or the grid definition. So we need to do some data sleuthing.\n",
- "\n",
- "Tables 4 and 5 in the [User Guide](https://nsidc.org/sites/default/files/spl3smp-v008-userguide.pdf) provide geospatial information. Further information on EASE Grids can be found on [A Guide to EASE Grids page](https://nsidc.org/data/user-resources/help-center/guide-ease-grids).\n",
- "\n",
- "
\n",
- "Note: The ATBD for the L3 SMP data gives the data array dimensions as 406 x 963.\n",
- "
\n",
- "\n"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "3d642bf9-c8fb-431d-8467-7720a3378081",
- "metadata": {},
- "source": [
- "The CRS and grid definition are independent. The CRS defines how projected coordinates, usually in meters, relate to geographic latitude and longitude. The grid definition relates how image coordinates (columns and rows) map to the projected coordinates. The Guide to EASE Grids has 8 grid definitions, ranging from 1 km to 36 km cell sizes, for the Global EASE-Grid 2.0 CRS (EPSG:9633). We could define many more grid definitions. For more information on CRS, map projections and grids see [_Link to be added_]().\n",
- "\n",
- "In the [table](https://nsidc.org/data/user-resources/help-center/guide-ease-grids#anchor-10) for the 36 km Global EASE-Grid 2.0 we are given the height and width of each grid cell, and the x and y coordinates of the upper-left corner of the upper-left grid cell. We can see that the 36 km grid cell size is not exact. In fact the value the table gives is not exact. The actual value runs to 9 decimal places. This is because the grid cell height and width of the global grid were defined so that an exact number of cells span the equator {@brodzik_ease}. This is not necessary for polar grids.\n",
- "\n",
- "
\n",
- "Tip: Exact definitions of CRS, projection and grid parameters can be found in the Grid Parameter Definition (gpd) files in the [`mapxmaps` GitHub repository](https://github.com/nsidc/mapxmaps). These gpd files have a somewhat esoteric format, so might take a little bit to understand. It is important that the grid definition is exact because we cannot merge datasets if the coordinates do not match, even to the 9th decimal place.\n",
- "
"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 26,
- "id": "78dc5886-d10a-4ca7-b2df-e10ac1de0c8d",
- "metadata": {},
- "outputs": [],
- "source": [
- "grid_cell_width = 36032.220840584\n",
- "grid_cell_height = -36032.220840584\n",
- "x_upper_left_corner = -17367530.4451615\n",
- "y_upper_left_corner = 7314540.8306386"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "927e8b99-28d0-46d0-9c0e-8f9fd6223861",
- "metadata": {},
- "source": [
- "The projected coordinates of a grid cell can be found using the following formulas:\n",
- "\n",
- "$$\n",
- "x = (grid\\_cell\\_width \\times row) + x\\_upper\\_left\\_corner\n",
- "$$\n",
- "$$\n",
- "y = (grid\\_cell\\_height \\times column) + y\\_upper\\_left\\_corner)\n",
- "$$\n",
- "\n",
- "This equations assumes that the origin of the image coordinates start at row=0. and column=0. in the upper-left corner of the upper-left grid cell. So the center of the upper-left grid cell is row=0.5 and column=0.5. Adding 0.5 to row and column indices solves this problem.\n",
- "\n",
- "We could write a function to return (x, y) coordinates for (column, row) image coordinates using the equations above. Or we can use the `Affine` class from the `affine` package to define an affine matrix. This is what we'll do below. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 27,
- "id": "feed97dc-b521-4240-9446-8811c8694aeb",
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Affine(36032.220840584, 0.0, -17367530.4451615,\n",
- " 0.0, -36032.220840584, 7314540.8306386)"
- ]
- },
- "execution_count": 27,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "transform = Affine(grid_cell_width, 0.0, x_upper_left_corner, \n",
- " 0.0, grid_cell_height, y_upper_left_corner)\n",
- "transform"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "08669cb5-4848-41e7-a08b-0b3e71d21f40",
- "metadata": {},
- "source": [
- "This then allows us to calculate x and y coordinates from column and row indices using matrix multiplication."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 28,
- "id": "98bd706e-78fc-4cc5-a11a-ff0cb22ca93c",
+ "execution_count": 9,
+ "id": "a445433e-d160-4ca2-9a58-a0b74ccf348b",
"metadata": {},
"outputs": [
{
"data": {
+ "text/html": [
+ "
The column index of the 36 km EASE grid cell that contains the associated data.
valid_max :
963
valid_min :
0
[391384 values with dtype=float32]
EASE_row_index
(y, x)
float32
...
long_name :
The row index of the 36 km EASE grid cell that contains the associated data.
valid_max :
405
valid_min :
0
[391384 values with dtype=float32]
albedo
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_dca
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scah
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-H within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scav
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-V within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
boresight_incidence
(y, x)
float32
...
long_name :
Representative angle between the antenna boresight vector and the normal to the Earth's surface for all footprints within the cell.
units :
degrees
valid_max :
90.0
valid_min :
0.0
[391384 values with dtype=float32]
bulk_density
(y, x)
float32
...
long_name :
A unitless value that is indicative of aggregated bulk_density within the 36 km grid cell.
valid_max :
2.65
valid_min :
0.0
[391384 values with dtype=float32]
clay_fraction
(y, x)
float32
...
long_name :
A unitless value that is indicative of aggregated clay fraction within the 36 km grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
freeze_thaw_fraction
(y, x)
float32
...
long_name :
Fraction of the 36 km grid cell that is denoted as frozen. Based on binary flag that specifies freeze thaw conditions in each of the component 3 km grid cells.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
grid_surface_status
(y, x)
float32
...
long_name :
Indicates if the grid point lies on land (0) or water (1).
valid_max :
1
valid_min :
0
[391384 values with dtype=float32]
landcover_class
(y, x, igbp_class)
float32
...
long_name :
An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)
[1174152 values with dtype=float32]
landcover_class_fraction
(y, x, igbp_class)
float32
...
long_name :
The fraction of the grid cell that contains the most common land cover in that area based on the IGBP landcover map.
valid_max :
1.0
valid_min :
0.0
[1174152 values with dtype=float32]
latitude
(y, x)
float32
...
long_name :
Latitude of the center of the Earth based grid cell.
units :
degrees_north
[391384 values with dtype=float32]
latitude_centroid
(y, x)
float32
...
long_name :
Weighted average of the latitude of the center of the brightness temperature footprints that fall within the EASE grid cell.
units :
degrees
valid_max :
90.0
valid_min :
-90.0
[391384 values with dtype=float32]
longitude
(y, x)
float32
...
long_name :
Longitude of the center of the Earth based grid cell.
units :
degrees_east
[391384 values with dtype=float32]
longitude_centroid
(y, x)
float32
...
long_name :
Weighted average of the longitude of the center of the brightness temperature footprints that fall within the EASE grid cell.
units :
degrees
valid_max :
179.999
valid_min :
-180.0
[391384 values with dtype=float32]
radar_water_body_fraction
(y, x)
float32
...
long_name :
The fraction of the area of the 36 km grid cell that is covered by water based on the radar detection algorithm.
Bit flags that represent the quality of the vertical polarization brightness temperature within each grid cell
[391384 values with dtype=float32]
tb_time_seconds
(y, x)
timedelta64[ns]
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in seconds since noon on January 1, 2000 UTC.
valid_max :
940000000.0
valid_min :
-999999.9
[391384 values with dtype=timedelta64[ns]]
tb_time_utc
(y, x)
|S24
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in UTC.
[391384 values with dtype=|S24]
tb_v_corrected
(y, x)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell adjusted for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
tb_v_uncorrected
(y, x)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell before adjustment for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
vegetation_opacity
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_dca
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scah
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-H retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scav
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-V retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_water_content
(y, x)
float32
...
long_name :
Representative measure of water in the vegetation within the 36 km grid cell.
units :
kg/m**2
valid_max :
20.0
valid_min :
0.0
[391384 values with dtype=float32]
"
+ ],
+ "text/plain": [
+ " Size: 99MB\n",
+ "Dimensions: (y: 406, x: 964, igbp_class: 3)\n",
+ "Dimensions without coordinates: y, x, igbp_class\n",
+ "Data variables: (12/53)\n",
+ " EASE_column_index (y, x) float32 2MB ...\n",
+ " EASE_row_index (y, x) float32 2MB ...\n",
+ " albedo (y, x) float32 2MB ...\n",
+ " albedo_dca (y, x) float32 2MB ...\n",
+ " albedo_scah (y, x) float32 2MB ...\n",
+ " albedo_scav (y, x) float32 2MB ...\n",
+ " ... ...\n",
+ " tb_v_uncorrected (y, x) float32 2MB ...\n",
+ " vegetation_opacity (y, x) float32 2MB ...\n",
+ " vegetation_opacity_dca (y, x) float32 2MB ...\n",
+ " vegetation_opacity_scah (y, x) float32 2MB ...\n",
+ " vegetation_opacity_scav (y, x) float32 2MB ...\n",
+ " vegetation_water_content (y, x) float32 2MB ..."
+ ]
+ },
+ "execution_count": 39,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "gds = gds.rename_dims({'phony_dim_0': 'y', 'phony_dim_1': 'x', 'phony_dim_2': 'igbp_class'})\n",
+ "gds"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "de673df1-483f-47b0-9e9a-c1aadd711629",
+ "metadata": {},
+ "source": [
+ "#### Add coordinate variables\n",
+ "\n",
+ "[Coordinate variables](https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#coordinate-types) locate the data in space and time. Each coordinate variable is a 1-dimensional array associated with a single dimension, usually with the same name as that dimension, and has the same size as that dimensions. Values for coordinate variables give the position of each grid cell within the dataset's coordinate system. Two-dimensional _auxillary coordinates_ are also allowed. These _auxillary coordinates_ need to be related to data variables by including a `coordinates` attribute that lists the _auxillary coordinates_. Coordinate variables are not allowed to have missing values. However, _auxillary coordinates_ can have missing values.\n",
+ "\n",
+ "The SMAP data contain 2-dimensional `latitude` and `longitude` grids but data variables do not have a `coordinates` attribute. The data do not contain coordinate variables. Coordinate variables allow efficient subsetting, as well as plotting and transformation. So we need to add `x` and `y` as coordinates. \n",
+ "\n",
+ "Because `latitude` and `longitude` are likely coordinate variables, we'll plot them. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "96f26e1e-2c6d-4f57-bf51-72653e2c76d9",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 40,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 432,
+ "width": 626
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(2, 1)\n",
+ "gds.latitude.plot(ax=ax[0])\n",
+ "gds.longitude.plot(ax=ax[1])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a45a18fd-dc03-42a2-a221-2e77d405ebfb",
+ "metadata": {},
+ "source": [
+ "This looks a little strange. Printing minima and maxima for `latitude` and `longitude`, shows that both values are outside of the expected ranges: -90 to 90 for `latitude`, and -180 to 180 or 0 to 360 for `longitude`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "fe9bc187-b64d-414d-9074-5bc5e33c3774",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Latitude: Min = -9999.0, Max = 83.63197326660156\n",
+ "Longitude: Min = -9999.0, Max = 179.8132781982422\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(f\"Latitude: Min = {gds.latitude.min().values}, Max = {gds.latitude.max().values}\")\n",
+ "print(f\"Longitude: Min = {gds.longitude.min().values}, Max = {gds.longitude.max().values}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ba404a65-2dd2-4f1b-a538-40861dfcd199",
+ "metadata": {},
+ "source": [
+ "If we plot both latitude and soil_moisture, we can see that latitude values have been masked with -9999. where there are no valid data values. **This is not a good or sensible approach because latitude and longitude are coordinates. As long as latitude and longitude values are between -90 and 90, and -180 and 180 (or 0 and 360), they are valid coordinates. While missing values are allowed for _auxillary coordinates_, coordinate values should not have missing values. We also need coordinates for all grid cells for plotting and other operations.** "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "18d8326c-fea7-4fb5-a7bc-e38f4bbfdd05",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 42,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 432,
+ "width": 626
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(2, 1)\n",
+ "gds.latitude.plot(ax=ax[0]);\n",
+ "gds.soil_moisture.plot(ax=ax[1])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "43d5222c-82ba-4c58-83b5-0b13c1919ec2",
+ "metadata": {},
+ "source": [
+ "Neither the plot of latitude nor the minimum and maximum values look as we would expect. We expect latitude to be in the range of -90 to +90. The maximum is actually in this range but the minimum is -9999., which is suspiciously like a `_FillData` or missing data value. We would also expect the image to show a smooth field that only varies in the vertical direction, e.g. from -90. to 90. or some similar range. Instead it shows a set of lozenges.\n",
+ "\n",
+ "Let's set the `_FillValue` attribute for latitude to `-9999`. In `xarray`, we have to use `where` to apply a mask everywhere a condition is not `True`. Here we set the condition to be _not equal to -9999._ To save time and errors later, we also set the `encoding` entry for `fillvalue` to -9999.\n",
+ "\n",
+ "
\n",
+ "`encoding` is a dictionary of parameters that defines how data are \"encoded\" in the file. It includes information about how data are compressed, chunked, the _FillValue, and data type. Saving the `encoding` is not strictly necessary unless you want to write the data to a new file. We'll follow these steps here to demonstrate how to preserve the encoding data. \n",
+ "
"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "c65618de-eb3d-4f07-804c-81f0199a3ed4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'chunksizes': (1, 964), 'fletcher32': False, 'shuffle': False, 'preferred_chunks': {'phony_dim_0': 1, 'phony_dim_1': 964}, 'zlib': True, 'complevel': 2, 'source': '/Users/roma8902/projects/NSIDC-Data-Tutorials/notebooks/SMAP/smap_data/SMAP_L3_SM_P_20170327_R18290_001.h5', 'original_shape': (406, 964), 'dtype': dtype('"
+ ]
+ },
+ "execution_count": 46,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 432,
+ "width": 622
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots(3, 1)\n",
+ "gds.latitude.plot(ax=ax[0]);\n",
+ "gds.longitude.plot(ax=ax[1]);\n",
+ "gds.soil_moisture.plot(ax=ax[2])"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "efc6edf9-0555-4256-86c7-c6527c9746c7",
+ "metadata": {},
+ "source": [
+ "#### Adding x and y coordinates\n",
+ "\n",
+ "Missing values for latitude and longitude can cause problems for plotting and other operations. As noted above, the files do not include complete information about the coordinate reference system or the grid definition. So we need to do some data sleuthing.\n",
+ "\n",
+ "Tables 4 and 5 in the [User Guide](https://nsidc.org/sites/default/files/spl3smp-v008-userguide.pdf) provide geospatial information. Further information on EASE Grids can be found on [A Guide to EASE Grids page](https://nsidc.org/data/user-resources/help-center/guide-ease-grids).\n",
+ "\n",
+ "
\n",
+ "Note: The ATBD for the L3 SMP data gives the data array dimensions as 406 x 963.\n",
+ "
\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3d642bf9-c8fb-431d-8467-7720a3378081",
+ "metadata": {},
+ "source": [
+ "The CRS and grid definition are independent. The CRS defines how projected coordinates, usually in meters, relate to geographic latitude and longitude. The grid definition relates how image coordinates (columns and rows) map to the projected coordinates. The Guide to EASE Grids has 8 grid definitions, ranging from 1 km to 36 km cell sizes, for the Global EASE-Grid 2.0 CRS (EPSG:9633). We could define many more grid definitions. For more information on CRS, map projections and grids see [_Link to be added_]().\n",
+ "\n",
+ "In the [table](https://nsidc.org/data/user-resources/help-center/guide-ease-grids#anchor-10) for the 36 km Global EASE-Grid 2.0 we are given the height and width of each grid cell, and the x and y coordinates of the upper-left corner of the upper-left grid cell. We can see that the 36 km grid cell size is not exact. In fact the value the table gives is not exact. The actual value runs to 9 decimal places. This is because the grid cell height and width of the global grid were defined so that an exact number of cells span the equator {@brodzik_ease}. This is not necessary for polar grids.\n",
+ "\n",
+ "
\n",
+ "Tip: Exact definitions of CRS, projection and grid parameters can be found in the Grid Parameter Definition (gpd) files in the [`mapxmaps` GitHub repository](https://github.com/nsidc/mapxmaps). These gpd files have a somewhat esoteric format, so might take a little bit to understand. It is important that the grid definition is exact because we cannot merge datasets if the coordinates do not match, even to the 9th decimal place.\n",
+ "
"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "78dc5886-d10a-4ca7-b2df-e10ac1de0c8d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "grid_cell_width = 36032.220840584\n",
+ "grid_cell_height = -36032.220840584\n",
+ "x_upper_left_corner = -17367530.4451615\n",
+ "y_upper_left_corner = 7314540.8306386"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "927e8b99-28d0-46d0-9c0e-8f9fd6223861",
+ "metadata": {},
+ "source": [
+ "The projected coordinates of a grid cell can be found using the following formulas:\n",
+ "\n",
+ "$$\n",
+ "x = (grid\\_cell\\_width \\times row) + x\\_upper\\_left\\_corner\n",
+ "$$\n",
+ "$$\n",
+ "y = (grid\\_cell\\_height \\times column) + y\\_upper\\_left\\_corner)\n",
+ "$$\n",
+ "\n",
+ "This equations assumes that the origin of the image coordinates start at row=0. and column=0. in the upper-left corner of the upper-left grid cell. So the center of the upper-left grid cell is row=0.5 and column=0.5. Adding 0.5 to row and column indices solves this problem.\n",
+ "\n",
+ "We could write a function to return (x, y) coordinates for (column, row) image coordinates using the equations above. Or we can use the `Affine` class from the `affine` package to define an affine matrix. This is what we'll do below. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "feed97dc-b521-4240-9446-8811c8694aeb",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Affine(36032.220840584, 0.0, -17367530.4451615,\n",
+ " 0.0, -36032.220840584, 7314540.8306386)"
+ ]
+ },
+ "execution_count": 48,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "transform = Affine(grid_cell_width, 0.0, x_upper_left_corner, \n",
+ " 0.0, grid_cell_height, y_upper_left_corner)\n",
+ "transform"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "08669cb5-4848-41e7-a08b-0b3e71d21f40",
+ "metadata": {},
+ "source": [
+ "This then allows us to calculate x and y coordinates from column and row indices using matrix multiplication."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "98bd706e-78fc-4cc5-a11a-ff0cb22ca93c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(17367530.445161477, -7314540.830638505)"
+ ]
+ },
+ "execution_count": 49,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "transform * (964, 406)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "549fc024-b032-406a-acdc-f7a76dea9e49",
+ "metadata": {},
+ "source": [
+ "We'll define vectors for the row and column indices of the grid cell centers, and then use the `transform` matrix to get x and y coordinates. These only need to be vectors as well because each column will have the same row indices and each row will have the same column indices. We'll use the `numpy.arange` function to do and start the range at 0.5 to offset the row and column indices for grid cell centers by 0.5."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "4a314543-1a0c-482d-86d3-5905b6b11b2b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/var/folders/3n/jlwg76x96d92k9ttmpcq8gt00000gs/T/ipykernel_60006/13705710.py:1: FutureWarning: The return type of `Dataset.dims` will be changed to return a set of dimension names in future, in order to be more consistent with `DataArray.dims`. To access a mapping from dimension names to lengths, please use `Dataset.sizes`.\n",
+ " nrows, ncolumns, nclass = gds.dims['y'], gds.dims['x'], gds.dims['igbp_class'] #data_vars['soil_moisture'][1].shape\n"
+ ]
+ }
+ ],
+ "source": [
+ "nrows, ncolumns, nclass = gds.dims['y'], gds.dims['x'], gds.dims['igbp_class'] #data_vars['soil_moisture'][1].shape\n",
+ "row = np.arange(0.5, nrows)\n",
+ "column = np.arange(0.5, ncolumns)\n",
+ "\n",
+ "x, _ = transform * (column, 0.5)\n",
+ "_, y = transform * (0.5, row)\n",
+ "igbp_class = np.arange(nclass) # Add attributes"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "85c7ee2c-05e7-4f00-a30c-e8697c91499e",
+ "metadata": {},
+ "source": [
+ "We need to assign `x`, `y`, and `igbp_class` as coordinates. This should be sufficient for plotting. However, if we want to reproject the data we should define the CRS and spatial coordinates, and transform. We do this using `rioxarray` accessors."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "4fda308a-6433-4174-b14e-b162a71ae729",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
The column index of the 36 km EASE grid cell that contains the associated data.
valid_max :
963
valid_min :
0
[391384 values with dtype=float32]
EASE_row_index
(y, x)
float32
...
long_name :
The row index of the 36 km EASE grid cell that contains the associated data.
valid_max :
405
valid_min :
0
[391384 values with dtype=float32]
albedo
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_dca
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in DCA within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scah
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-H within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
albedo_scav
(y, x)
float32
...
long_name :
Diffuse reflecting power of the Earth's surface used in SCA-V within the grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
boresight_incidence
(y, x)
float32
...
long_name :
Representative angle between the antenna boresight vector and the normal to the Earth's surface for all footprints within the cell.
units :
degrees
valid_max :
90.0
valid_min :
0.0
[391384 values with dtype=float32]
bulk_density
(y, x)
float32
...
long_name :
A unitless value that is indicative of aggregated bulk_density within the 36 km grid cell.
valid_max :
2.65
valid_min :
0.0
[391384 values with dtype=float32]
clay_fraction
(y, x)
float32
...
long_name :
A unitless value that is indicative of aggregated clay fraction within the 36 km grid cell.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
freeze_thaw_fraction
(y, x)
float32
...
long_name :
Fraction of the 36 km grid cell that is denoted as frozen. Based on binary flag that specifies freeze thaw conditions in each of the component 3 km grid cells.
valid_max :
1.0
valid_min :
0.0
[391384 values with dtype=float32]
grid_surface_status
(y, x)
float32
...
long_name :
Indicates if the grid point lies on land (0) or water (1).
valid_max :
1
valid_min :
0
[391384 values with dtype=float32]
landcover_class
(y, x, igbp_class)
float32
...
long_name :
An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)
[1174152 values with dtype=float32]
landcover_class_fraction
(y, x, igbp_class)
float32
...
long_name :
The fraction of the grid cell that contains the most common land cover in that area based on the IGBP landcover map.
valid_max :
1.0
valid_min :
0.0
[1174152 values with dtype=float32]
latitude
(y, x)
float32
83.63 83.63 83.63 ... -83.63 -83.63
long_name :
Latitude of the center of the Earth based grid cell.
Bit flags that represent the quality of the vertical polarization brightness temperature within each grid cell
[391384 values with dtype=float32]
tb_time_seconds
(y, x)
timedelta64[ns]
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in seconds since noon on January 1, 2000 UTC.
valid_max :
940000000.0
valid_min :
-999999.9
[391384 values with dtype=timedelta64[ns]]
tb_time_utc
(y, x)
|S24
...
long_name :
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in UTC.
[391384 values with dtype=|S24]
tb_v_corrected
(y, x)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell adjusted for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
tb_v_uncorrected
(y, x)
float32
...
long_name :
Vertical polarization brightness temperature in 36 km Earth grid cell before adjustment for the presence of water bodies.
units :
Kelvin
valid_max :
330.0
valid_min :
0.0
[391384 values with dtype=float32]
vegetation_opacity
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_dca
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the DCA retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scah
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-H retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_opacity_scav
(y, x)
float32
...
long_name :
The measured opacity of the vegetation used in the SCA-V retrieval in the grid cell.
valid_max :
999999.9
valid_min :
-999999.9
[391384 values with dtype=float32]
vegetation_water_content
(y, x)
float32
...
long_name :
Representative measure of water in the vegetation within the 36 km grid cell.
Fraction of the 36 km grid cell that is denoted as frozen. Based on binary flag that specifies freeze thaw conditions in each of the component 3 km grid cells.
An enumerated type that specifies the most common landcover class in the grid cell based on the IGBP landcover map. The array order is longitude (ascending), followed by latitude (descending), and followed by IGBP land cover type descending dominance (only the first three types are listed)
Arithmetic average of the acquisition time of all of the brightness temperature footprints with a center that falls within the EASE grid cell in seconds since noon on January 1, 2000 UTC.