Modeling Wetland Biomass and Aboveground Carbon: Influence of Plot Size and Data Treatment Using Remote Sensing and Random Forest

Modeling Wetland Biomass and Aboveground Carbon: Influence of Plot Size and Data Treatment Using Remote Sensing and Random Forest

Wetlands are essential carbon sinks in the global ecosystem, absorbing CO<sub>2</sub> in their biomass and soils and mitigating global warming. Accurate aboveground biomass (AGB) and organic carbon (Corg) estimation are crucial for wetland carbon sink research. Remote sensing (RS) data e...

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Bibliographic Details
Main Authors: Tássia Fraga Belloli, Diniz Carvalho de Arruda, Laurindo Antonio Guasselli, Christhian Santana Cunha, Carina Cristiane Korb
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Land
Subjects:
improve prediction models
random forest regression
AGB spectral indicator
carbon stocks
marshes
Online Access:https://www.mdpi.com/2073-445X/14/3/616
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