Examining the Potential of Sentinel Imagery and Ensemble Algorithms for Estimating Aboveground Biomass in a Tropical Dry Forest

Examining the Potential of Sentinel Imagery and Ensemble Algorithms for Estimating Aboveground Biomass in a Tropical Dry Forest

Accurate estimations of aboveground biomass (AGB) in tropical forests are crucial for maintaining carbon stocks and ensuring effective forest management. By combining remote sensing (RS) data with ensemble algorithms, reliable AGB estimates in forests can be obtained. In this context, the freely ava...

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Bibliographic Details
Main Authors: Mike H. Salazar Villegas, Mohammad Qasim, Elmar Csaplovics, Roy González-Martinez, Susana Rodriguez-Buritica, Lisette N. Ramos Abril, Billy Salazar Villegas
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Remote Sensing
Subjects:
Sentinel-1 SAR
Sentinel 2 MSI
extreme gradient boosting
random forest
Colombia
Online Access:https://www.mdpi.com/2072-4292/15/21/5086

Internet

https://www.mdpi.com/2072-4292/15/21/5086

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