A combination of different thresholds and geometric indicators was used to remove false positivesillustrates the gully systems in the training area. Note how other linear features similar to gullies have been effectively eliminated (ellipses); while some false positives are still present (squares). In the test image an area of ca. 81,000 m2 is affected by gully systems, i.e. ca. 8% of the total area.