Analysis of vegetation dynamics from 2001 to 2020 in China's Ganzhou rare earth mining area using time series remote sensing and SHAP-enhanced machine learning

Analysis of vegetation dynamics from 2001 to 2020 in China's Ganzhou rare earth mining area using time series remote sensing and SHAP-enhanced machine learning

Rare earth mining, essential for modern industries and economic growth, often leads to severe environmental degradation. Previous research has explored the ecological impacts of rare earth mining but has not fully investigated the intricate interplay and subdivisions of environmental and anthropogen...

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Bibliographic Details
Main Authors: Lei Ming, Yuandong Wang, Guangxu Liu, Lihong Meng, Xiaojie Chen
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Ecological Informatics
Subjects:
Rare earth mining area
kNDVI
Machine learning
SHapley additive exPlanations
Restoration
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954124004291
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