[R-sig-Geo] creating a SGDF with transformed coordinates and spatial aggregation
Swagath Navin
swagathnavin82 at gmail.com
Tue Mar 5 16:38:49 CET 2013
Sorry..i am resending my mail again ..first mail i sent as HTML format
Dear all,
I have a large data frame in form of (Lon, Lat, Value) ((coordinates in
EPSG:3035). I can convert the data frame into a object of class SGDF
using the following commands:
coordinates(df)=~x+y
proj4string(df)=CRS("+init=epsg:3035")
gridded(pts) = TRUE
fullgrid(pts)=TRUE
getGridTopology(df)
x y
cellcentre.offset 2638500 1430500
cellsize 5000 5000
cells.dim 664 797
However, when i transform the coordinates to EPSG:4326 and then try to
convert it to a SGDF, i get the following error:
coordinates(df)=~x+y
proj4string(df)=CRS("+init=epsg:3035")
pts = spTransform(df,CRS("+init=epsg:4326"))
gridded(df) = TRUE
suggested tolerance minimum: 0.154774
Error in points2grid(points, tolerance, round) :
dimension 1 : coordinate intervals are not constant
Any ideas, how i can obtain a regular grid.
And off-course a reproducible example:
x=c(5013500, 5018500, 4883500, 4888500, 4893500, 4898500, 4908500,
4948500, 4953500, 4958500, 4963500, 4973500, 4978500, 4988500, 5008500,
5013500, 5028500, 4878500, 4883500, 4888500, 4893500, 4898500, 4903500,
4928500, 4963500, 4968500, 4973500, 4978500, 4983500, 4988500)
y=c(5395500, 5395500, 5390500, 5390500, 5390500, 5390500, 5390500,
5390500, 5390500, 5390500, 5390500, 5390500, 5390500, 5390500, 5390500,
5390500, 5390500, 5385500, 5385500, 5385500, 5385500, 5385500, 5385500,
5385500, 5385500, 5385500, 5385500, 5385500, 5385500, 5385500)
z=c(1.74, 1.74, 1.82, 1.82, 1.82, 1.81, 1.81, 1.78, 1.77, 1.77, 1.76,
1.76, 1.75, 1.74, 1.73, 1.73, 1.72, 1.82, 1.82, 1.81, 1.81, 1.80, 1.80,
1.78, 1.75, 1.75, 1.74, 1.74, 1.73, 1.73)
df1=data.frame(x,y,z)
coordinates(df1) <- c("x", "y")
proj4string(df1)=CRS("+init=epsg:3035")
df1 = spTransform(df1,CRS("+init=epsg:4326"))
gridded(df1)=TRUE
suggested tolerance minimum: 0.311581
Error in points2grid(points, tolerance, round) :
dimension 1 : coordinate intervals are not constant
And with the example data, the spatial resolution is 5 km * 5 km and i
would like to aggregate to 15*15 km. The new cellsize would be now an
average of the corresponding values in 3*3 cells. Also what to do if
come grid cells contain NA. I would be thankful if people could provide
some ideas on how to get around this.
Thanks a lot for your time.
Navin
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