I want to analyse the proportion of land use coverage of 12 different land use categories per area. The idea is to create a table as listed below, with the study area I have divided in cells, which either have a presence (1) or absence (0) of little owls. In this way I create a binary model which I can use for analysis with a GLM.I have a polygon layer that contains all values 0 (all absence values) and one for all values 1 (all presence values).
How can I extract the information I need from the data I have? Should I convert the polygon layers to raster layers for example? In that way I could maybe analyse the proportion of land use per cell using zonal histogram for example? Any other ideas?
Absence layer:
Presence layer:
And this is a short example of what I want the output to look like:
