Identifying the combined impact of human activities and natural factors on China's avian species richness using interpretable machine learning methods.

Qi Liu,Zeqiang Wu,Shaoyan Feng,Mingjia Li,Ligang Deng,Yifan Fan,Xin Qian

doi:10.1016/j.jenvman.2025.124479

Identifying the combined impact of human activities and natural factors on China's avian species richness using interpretable machine learning methods.

Qi Liu, Zeqiang Wu + Show 5 more

https://doi.org/10.1016/j.jenvman.2025.124479

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Journal: Journal of environmental management

Publication Date: Feb 11, 2025

#Avian Species Richness #Natural Factors #Interpretable Machine Learning #Interpretable Machine Learning Methods #Human Factors #SHapley Additive exPlanations #Impact Of Human Activities #Single-model Approaches #Bird Species Richness #Avian Modeling

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Identifying the combined impact of human activities and natural factors on China's avian species richness using interpretable machine learning methods.