Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions - Hengl, Tomislav; Heuvelink, Gerard B. M.; Kempen, Bas; Leenaars, Johan G. B.; Walsh, Markus G.; Shepherd, Keith D.; Sila, Andrew; MacMillan, Robert A.; Mendes de Jesus, Jorge; Tamene, Lulseged; Tondoh, Jérôme E. (PloS one, 2015)
Keywords: Acidity; Africa; Agricultural land; Agricultural management; Agriculture; Agroforestry; Algorithms; Aluminum; Arable land; Artificial intelligence; Bulk density; Cation exchanging; Cation-exchange capacity; Datasets; Decision making models; Environmental Monitoring - methods; Forests; Information services; Management; Mapping; Mathematical models; Models, Theoretical; Nutrients; Nutrients in soil; Organic carbon; Organic farming; Predictions; Remote sensing; Silt; Soil - chemistry; Soil fertility; Soil improvement; Soil management; Soil mapping; Soil nutrients; Soil profiles; Soil properties; Soil sciences; Spectrum analysis; Surveillance; Taxonomy; New York; Netherlands; Kenya; United States--US; Africa