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A functional entity approach to predict soil erosion processes in a small Plio-Pleistocene Mediterranean catchment in Northern Chianti, Italy
Authors:Michael Mrker  Samanta Pelacani  Boris Schrder
Institution:a Department of Plant, Soil and Environmental Sciences, University of Florence, Piazzale delle Cascine 14, I-50144 Florence, Italy;b Heidelberg Academy of Sciences and Humanities, ROCEEH, c/o University of Tübingen, Rümelinstr. 19-23, 72070 Tübingen, Germany;c Institute of Earth and Environmental Sciences, University of Potsdam, Karl-Liebknecht-Str. 24-25, D-14476 Potsdam, Germany;d Leibniz-Centre for Agricultural Landscape Research ZALF e.V., Soil Landscape Modelling, Eberswalder Straße 84, D-15374 Müncheberg, Germany
Abstract:
Keywords:Erosion processes  Boostrap aggregation  Stochastic gradient boosting  Spatially explicit prediction  Tuscany  Italy
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