Using environmental variables and Fourier Transform Infrared Spectroscopy to predict soil organic carbon

•FTIR data has successfully improved the accuracy of SOC content mapping.•Cubist+Bat model has predicted the SOC content with moderate accuracy.•The bands in the region between 1687 and 1670 cm−1 were closely related to SOC content. Soil Organic Carbon (SOC) content is a key element for soil fertili...

Full description

Bibliographic Details

Published in:	Catena (Giessen) Vol. 202; p. 105280
Main Authors:	Goydaragh, Maryam Ghebleh, Taghizadeh-Mehrjardi, Ruhollah, Jafarzadeh, Ali Asghar, Triantafilis, John, Lado, Marcos
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01-07-2021
Subjects:	Aridisols Digital soil mapping Hybrid models Machine-learning Mid-IR spectral data Digital soil mapping Mid-IR spectral data Hybrid models Machine-learning Aridisols
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!