Digital Mapping of Soil Organic Carbon Using Machine Learning Algorithms in the Upper Brahmaputra Valley of Northeastern India
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- Tomislav Hengl & Gerard B M Heuvelink & Bas Kempen & Johan G B Leenaars & Markus G Walsh & Keith D Shepherd & Andrew Sila & Robert A MacMillan & Jorge Mendes de Jesus & Lulseged Tamene & Jérôme E Tond, 2015. "Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-26, June.
- Pravash Chandra Moharana & Roshan Lal Meena & Mahaveer Nogiya & Roomesh Kumar Jena & Gulshan Kumar Sharma & Sonalika Sahoo & Prakash Kumar Jha & Kumari Aditi & P. V. Vara Prasad, 2022. "Impacts of Land Use on Pools and Indices of Soil Organic Carbon and Nitrogen in the Ghaggar Flood Plains of Arid India," Land, MDPI, vol. 11(8), pages 1-21, July.
- Dharmendra Kumar Jigyasu & Amit Kumar & Aftab Ahmad Shabnam & Gulshan Kumar Sharma & Roomesh Kumar Jena & Bachaspati Das & Vinodakumar Somashing Naik & Siddique Ali Ahmed & Kasthala Mary Vijaya Kumari, 2023. "Spatial Distribution of the Fertility Parameters in Sericulture Soil: A Case Study of Dimapur District, Nagaland," Land, MDPI, vol. 12(5), pages 1-14, April.
- Roomesh Kumar Jena & Pravash Chandra Moharana & Subramanian Dharumarajan & Gulshan Kumar Sharma & Prasenjit Ray & Partha Deb Roy & Dibakar Ghosh & Bachaspati Das & Amnah Mohammed Alsuhaibani & Ahmed G, 2023. "Spatial Prediction of Soil Particle-Size Fractions Using Digital Soil Mapping in the North Eastern Region of India," Land, MDPI, vol. 12(7), pages 1-20, June.
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- Dorijan Radočaj & Mateo Gašparović & Mladen Jurišić, 2024. "Open Remote Sensing Data in Digital Soil Organic Carbon Mapping: A Review," Agriculture, MDPI, vol. 14(7), pages 1-18, June.
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Keywords
environmental covariates; predictive mapping; random forest; sericulture soil; digital SOC map;All these keywords.
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