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Integrating Multi-Source Remote Sensing and Soil Attributes through Ensemble Learning for Large-Scale Soil Organic Carbon Estimation

Accurate estimation of Soil Organic Carbon (SOC) is essential for sustainable land management, agricultural productivity, and climate change mitigation. This study presents a novel SOC estimation framework integrating machine learning with multispectral bands, vegetation and soil indices, topographi...

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Главные авторы: J. Mohite, S. Sawant, D. Berard, S. Kulkarni, A. Pandit, D. Singh
Формат: Artigo
Язык:Inglês
Опубликовано: Copernicus Publications 2026-07-01
Серии:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online-ссылка:https://isprs-annals.copernicus.org/articles/XI-3-2026/765/2026/isprs-annals-XI-3-2026-765-2026.pdf
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