An upscaling framework for estimating regional-scale fractional cover of Chinese fir (FCCF) by integrating UAV and satellite images

An upscaling framework for estimating regional-scale fractional cover of Chinese fir (FCCF) by integrating UAV and satellite images

Accurate estimation of fractional cover of Chinese fir (Cunninghamia lanceolata (Lamb.) Hook.) (FCCF) is crucial for forest management and carbon sequestration assessment. Traditional field inventory is time-consuming, labor-intensive, prone to sampling bias, and often mismatched with satellite imag...

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Bibliographic Details
Main Authors: Houxi Zhang, Jianwei Cai, Minghui Cai, Xunlong Chen, Yiming Sun, Kun Chen, Shijiang Cao, Jianling Ren
Format: Article
Language:English
Published: Taylor & Francis Group 2025-08-01
Series:International Journal of Digital Earth
Subjects:
Fractional cover of Chinese fir (FCCF)
unmanned aerial vehicle (UAV)
sentinel imagery
machine learning (ML)
SHapley additive exPlanations (SHAP)
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2510570
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https://www.tandfonline.com/doi/10.1080/17538947.2025.2510570

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