I am dealing with some very large geotiff files (the whole of Canada at a 250m resolution) and is having trouble to extract the pixels value as I need to do some calculations for mapping ecosystem services (carbon,timber volume, biodiversity etc.). To do so, I need all the pixel value and we have around 4.37 billion raster pixels across Canada. I have tried Python code or convert from raster point but could not success. Then I tried to clip the raster by provenance but it only convert ~ 1/6 part of BC afterward it stopped working.
Can anyone help me to resolve this problem?