To create thematic maps I usually use corresponding methods of supervised classification. But for forests attribute estimation k-NN method seems to be more progressive. Can somebody explain how to create thematic map of dominant tree species distribution using this method (I am oriented on yaImpute for R Package). Maybe someone help me which forest parameters (on field plots) should be used as a reference data for imputation.