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Journal Articles Geomorphology Year : 2011

Regional mapping of soil parent material by machine learning based on point data

Marine Lacoste

Abstract

A machine learning system (MART) has been used to predict soil parent material (SPM) at the regional scale with a 50-m resolution.The use of point-specific soil observations as training data was tested as a replacement for the soil maps introduced in previous studies, with the aim of generating a more even distribution of training data over the study area

Dates and versions

hal-00729273 , version 1 (07-09-2012)

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Marine Lacoste, Blandine Lemercier, Christian Walter. Regional mapping of soil parent material by machine learning based on point data. Geomorphology, 2011, 133 (1-2), pp.90-99. ⟨10.1016/j.geomorph.2011.06.026⟩. ⟨hal-00729273⟩
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