I'm attempting to merge some states from a shapefile
, and produce a raster
that I can use downstream
. I have gotten the states merged, however when I am creating an empty raster to rasterize with the crop function seems to fail. I'm pretty new to the GIS features
in R
and really appreciate the help.
Shapefile is from
http://www.arcgis.com/home/item.html?id=f7f805eb65eb4ab787a0a3e1116ca7e5
library(maptools)
library(shapefiles)
library(raster)
usa.states <- readOGR(dsn = "states_21basic/", layer = "states")
head(usa.states)
Co=usa.states[usa.states@data$STATE_NAME== "Colorado",]
Nm=usa.states[usa.states@data$STATE_NAME== "New Mexico",]
Az=usa.states[usa.states@data$STATE_NAME== "Arizona",]
Ut=usa.states[usa.states@data$STATE_NAME== "Utah",]
Corners= spRbind(spRbind(spRbind(Co,Ut),Nm),Az)
CRS="+proj=longlat +datum=WGS84"
Corners=spTransform(Corners, CRS(CRS))
> extent(Corners)
class : Extent
xmin : -114.8218
xmax : -102.0372
ymin : 31.33563
ymax : 42.0023
cor.ext=extent(Corners)
r<-raster(ncol=ncol(Corners), nrow=nrow(Corners), crs=CRS)
Corners.crop= crop(r,cor.ext, snap="out")
When I then call the extent of the 'Corners.crop'
however I receive:
> extent(Corners.crop)
class : Extent
xmin : -180
xmax : -36
ymin : 0
ymax : 45
I'm confused to what I'm missing to get this to work. I am also looking to have a 1Km resolution and am curious if it would be better to change the resolution on the empty raster or after I rasterize shape.
library(rgdal)
library(raster)
library(rgeos)
usa.states <- readOGR("states.shp", layer = "states")
# Here we subset once
Corners <- usa.states[usa.states$STATE_NAME %in% c("Colorado", "New Mexico","Arizona","Utah"),]
# Dissolve polygons into one
Corners <- gUnaryUnion(Corners)
# Create a 20x20 raster using the extent of Corners
# The number of rows and columns can be change to increase/reduce the resolution
r <- raster(extent(Corners), ncol=20, nrow=20, crs=CRS(proj4string(Corners)))
# Rasterize
Corners.crop <- rasterize(Corners, r)