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

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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