Digital mapping of soil erosion using ordinal regression

Author:

Buryak Z.A.1ORCID,Ukrainsky P.A.1ORCID,Lukin S.V.1ORCID,Terekhin E.A.1ORCID

Affiliation:

1. Belgorod State University

Abstract

The authors describe a methodology of automated making soil erosion class maps using ordinal logistic regression, where relief characteristics are predictors. For mapping, a probabilistic approach is used, in which it is proposed to evaluate the possibility of belonging to several arbitrary erosion classes for each point in space

Publisher

FSBI Center of Geodesy, Cartography, and SDI

Subject

Computers in Earth Sciences,Earth-Surface Processes,Geophysics

Reference32 articles.

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