Assessment of Machine Learning Models for Predicting Aboveground Biomass in the Indian Subcontinent

Understanding the distribution of aboveground biomass (AGB) is vital for evaluating carbon stocks & ecosystem dynamics, especially in regions with diverse landscapes like Indian subcontinent. This study evaluates three machine learning models—Random Forest (RF), Gradient Tree Boost...

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Bibliographic Details
Main Authors: S. Mamgain, B. Ghale, H. C. Karnatak, A. Roy
Format: Article
Language:English
Published: Copernicus Publications 2025-03-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-M-5-2024/109/2025/isprs-archives-XLVIII-M-5-2024-109-2025.pdf
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