Digital Mapping of Soil Organic Carbon Using Machine Learning Algorithms in the Upper Brahmaputra Valley of Northeastern India

Digital Mapping of Soil Organic Carbon Using Machine Learning Algorithms in the Upper Brahmaputra Valley of Northeastern India

Soil Organic Carbon (SOC) is a crucial indicator of ecosystem health and soil quality. Machine learning (ML) models that predict soil quality based on environmental parameters are becoming more prevalent. However, studies have yet to examine how well each ML technique performs when predicting and ma...

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Bibliographic Details
Main Authors: Amit Kumar, Pravash Chandra Moharana, Roomesh Kumar Jena, Sandeep Kumar Malyan, Gulshan Kumar Sharma, Ram Kishor Fagodiya, Aftab Ahmad Shabnam, Dharmendra Kumar Jigyasu, Kasthala Mary Vijaya Kumari, Subramanian Gandhi Doss
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Land
Subjects:
environmental covariates
predictive mapping
random forest
sericulture soil
digital SOC map
Online Access:https://www.mdpi.com/2073-445X/12/10/1841

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https://www.mdpi.com/2073-445X/12/10/1841

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