Estimation of Subtropical Forest Aboveground Biomass Using Active and Passive Sentinel Data with Canopy Height

Forest biomass is closely related to carbon sequestration capacity and can reflect the level of forest management. This study utilizes four machine learning algorithms, namely Multivariate Stepwise Regression (MSR), K-Nearest Neighbors (k-NN), Artificial Neural Network (ANN), and Random Forest (RF),...

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Bibliographic Details
Main Authors: Yi Wu, Yu Chen, Chunhong Tian, Ting Yun, Mingyang Li
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Remote Sensing
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Online Access:https://www.mdpi.com/2072-4292/17/14/2509
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