3D mapping of soil organic carbon content and soil moisture with multiple geophysical sensors and machine learning

Abstract Soil organic C (SOC) and soil moisture (SM) affect the agricultural productivity of soils. For sustainable food production, knowledge of the horizontal as well as vertical variability of SOC and SM at field scale is crucial. Machine learning models using depth‐related data from multiple ele...

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Bibliographic Details
Main Authors: Tobias Rentschler, Ulrike Werban, Mario Ahner, Thorsten Behrens, Philipp Gries, Thomas Scholten, Sandra Teuber, Karsten Schmidt
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Vadose Zone Journal
Online Access:https://doi.org/10.1002/vzj2.20062