library(terra)
library(gdalUtilities)
bb=c(-337500.000,1242500.000,152500.000,527500.000) # Example bounding box (homolosine) for Ghana
igh='+proj=igh +lat_0=0 +lon_0=0 +datum=WGS84 +units=m +no_defs' # proj string for Homolosine projection
sg_url="/vsicurl?max_retry=3&retry_delay=1&list_dir=no&url=https://files.isric.org/soilgrids/latest/data/"WebDAV: R - gdalUilities
WebDAV: direct access to the maps in VRT format.
R
Load libraries, select boundary box and cell size
Initially you need to load the following libraries and select the bounding box of the area you are interested in:
To a geotiff in Homolosine
This GDAL command will create a local geotiff in the Homolosine projection
gdal_translate(paste0(sg_url,'ocs/ocs_0-30cm_mean.vrt'),
"./crop_roi_igh_r.tif",
tr=c(250,250),
projwin=bb,
projwin_srs =igh,
co=c("COMPRESS=DEFLATE"))To a geotiff in a different projection
The following commands describe a workflow to obtain a VRT or a GeoTiff for an area of interest in a projection of your choice. In this example we will use EPSG=4326
To local VRT in homolosine (directly from the webdav connection)
The first step is to obtain a VRT for the area of interest in the Homolosine projection. We suggest to use VRT for the intermediate steps to save space and computation times.
gdal_translate(paste0(sg_url,'ocs/ocs_0-30cm_mean.vrt'),
"./crop_roi_igh_r.vrt",
of="VRT",tr=c(250,250),
projwin=bb,
projwin_srs =igh)To a VRT in, for example, LatLong
The following command will generate a VRT in the projection of your choice:
gdalwarp("./crop_roi_igh_r.vrt",
"./crop_roi_ll_r.vrt",
s_srs=igh,
t_srs="EPSG:4326",
overwrite = TRUE)To a final Geotiff
The following command will generate a Geotiff in the projection of your choice for the area of interest defined above
gdal_translate("./crop_roi_ll_r.vrt",
"./crop_roi_ll_r.tif",
co=c("TILED=YES","COMPRESS=DEFLATE","PREDICTOR=2","BIGTIFF=YES"))Read in R
Finally you can read any of the generated VRTs or GeoTiffs in R for further analysis
r=rast("./crop_roi_igh_r.vrt") # Or any other of the files produce aboveTo download a global geotiff in Homolosine projection
gdal_translate(paste0(sg_url,'ocs/ocs_0-30cm_mean.vrt'),
"./crop_roi_igh_r.tif",
co=c("TILED=YES","COMPRESS=DEFLATE","PREDICTOR=2","BIGTIFF=YES"))Last updated on 2025-10-16