Spatiotemporal evolution characteristics and driving mechanisms of wildfires in China under the context of climate change and human activities

Spatiotemporal evolution characteristics and driving mechanisms of wildfires in China under the context of climate change and human activities

With the ongoing global warming and frequent droughts, the threat of wildfires is also increasing. For instance, the recent wildfires in Los Angeles, California, have not only destroyed homes, including those of several billionaires and celebrities, but also resulted in multiple fatalities, drawing...

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Bibliographic Details
Main Authors: Guozhuang Zhang, Leyi Zhang, Xia Li, Xiaohua Feng, Yaru Wang, Jingchao Guo, Peizhe Li, Xindong Wei
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Ecological Indicators
Subjects:
China wildfires
Spatial-temporal characteristics
Driving factors
Interpretable Machine Learnin
eXtreme Gradient Boosting (XGBoost)
Shapley Additive Explanations-Partial Dependence Plots (SHAP-PDP)
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25006247
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