The large scale digital mapping of soil organic carbon using machine learning algorithms

The results of digital mapping of organic carbon content within the arable horizons of soils and the assessment of obtained models accuracy with the use of machine learning methods for the area of Central Russian Upland in Voronezh Oblast are presented. The digital mapping was based on 22 points of...

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Bibliographic Details
Main Authors: A. V. Chinilin, I. Yu. Savin
Format: Article
Language:Russian
Published: V.V. Dokuchaev Soil Science Institute 2018-03-01
Series:Бюллетень Почвенного института им. В.В. Докучаева
Subjects:
Online Access:https://bulletin.esoil.ru/jour/article/view/202