Comparison of Random Forest and Kriging Models for Soil Organic Carbon Mapping in the Himalayan Region of Kashmir

Comparison of Random Forest and Kriging Models for Soil Organic Carbon Mapping in the Himalayan Region of Kashmir

The knowledge about the spatial distribution of soil organic carbon stock (SOCS) helps in sustainable land-use management and ecosystem functioning. No such study has been attempted in the complex topography and land use of Himalayas, which is associated with great spatial heterogeneity and uncertai...

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Bibliographic Details
Main Authors: Iqra Farooq, Shabir Ahmed Bangroo, Owais Bashir, Tajamul Islam Shah, Ajaz A. Malik, Asif M. Iqbal, Syed Sheraz Mahdi, Owais Ali Wani, Nageena Nazir, Asim Biswas
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Land
Subjects:
predictive soil mapping
ordinary kriging
regression kriging
random forest
Taylor diagram
semivariogram
Online Access:https://www.mdpi.com/2073-445X/11/12/2180

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