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@@ -444,7 +444,7 @@
-
+
Geospatial data analysis in R
@@ -1447,7 +1447,7 @@ Geospatial data analysis in R
- September 20, 2024
+ September 23, 2024
Introduction to geospatial data
@@ -1521,12 +1521,15 @@ Shapefiles
- They are a form of
vector
data
-Shapefiles are made up of at least four files:
+Shapefiles are made up of at least three files:
.shp
- the shape itself
.shx
- the index
.dbf
- the attributes
-.prj
- the projection
+.prj
- the projection
+
+- This one is not technically necessary! But it’s common to have.
+
- What these all mean isn’t important for now, just make sure they are there! Check the
week2files
folder on github.
@@ -1542,7 +1545,7 @@ Let’s look at Northern Malawi
@@ -1555,7 +1558,7 @@ Let’s look at Northern Malawi
@@ -1585,7 +1588,7 @@ Types of features
Let’s start with polygons
-
+
Imagine a rectangle, on a coordinate plane
@@ -1672,7 +1675,7 @@ All features are made of vertices
@@ -1697,7 +1700,7 @@ All features are made of vertices
@@ -1713,7 +1716,7 @@ One more example of polygons
@@ -1731,7 +1734,7 @@ One more example of polygons
@@ -1741,7 +1744,7 @@ One more example of polygons
@@ -1759,13 +1762,13 @@ Lines
Lines example - “Primary” roads in India (2014)
-
+
One road
Length of this line feature: 1619.93 (m)
-
+
Points
@@ -1795,7 +1798,7 @@ What do you think this is?
@@ -1813,7 +1816,7 @@ What do you think this is?
@@ -1823,7 +1826,7 @@ What do you think this is?
@@ -1953,7 +1956,7 @@ The train stations are a collection of features
Reading and plotting shapefiles in R
-
+
Reading shapefiles in R
@@ -2004,7 +2007,7 @@ Plotting is also very easy
-
+
My go-to theme
@@ -2016,7 +2019,7 @@
My go-to theme
-
+
Other changes you can make
@@ -2029,7 +2032,7 @@
Other changes you can make
-
+
Give it a try with TAs (admin3) in Malawi (mw3.shp)
@@ -2082,7 +2085,7 @@
One more example - map from earlier
What if we want to plot mw2, mw3, and mw4?
-
+
What if we want to plot mw2, mw3, and mw4?
@@ -2212,7 +2215,7 @@
The basic problem
Preserve shape, give up area
-
+
Projections
@@ -2247,19 +2250,19 @@ Projections
Robinson projection: compromise across the board
-
+
Meractor projection: preserves angular relationships
-
+
Azimuthal Equidistant projection
-
+
Mollweide Equal Area Cylindrical projection
-
+
Three families of projections
@@ -2274,7 +2277,7 @@ Three families of projections
Three families of projections
-
+
Coordinate reference systems
@@ -2307,7 +2310,7 @@ Coordinate reference systems
Geographic vs. projected
-
+
A common CRS: Universal Transverse Mercator (UTM)
@@ -2323,7 +2326,7 @@ A common CRS: Universal Transverse Mercator (UTM)
Universal Transverse Mercator (UTM)
-
+