Remote Sensing-Based Multilayer Perceptron Model for Grassland Above-Ground Biomass Estimation

Remote Sensing-Based Multilayer Perceptron Model for Grassland Above-Ground Biomass Estimation

Above-ground biomass (AGB) is a core indicator for evaluating grassland ecosystem health and carbon storage. Traditional ground-based AGB measurements are labor-intensive and ill suited for large-scale monitoring. This study addresses this gap by developing a Multilayer Perceptron (MLP) model integr...

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Bibliographic Details
Main Authors: Zhiguo Wang, Shuai Ma, Yongguang Zhai, Pingping Huang, Xiangli Yang, Jianhao Cui, Qimuge Eridun
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
above-ground biomass
multilayer perceptron
remote sensing
grasslands
machine learning
Online Access:https://www.mdpi.com/2076-3417/15/11/6280
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