Vegetation coverage patterns in the “mountain–basin” system of arid regions: Driving force contribution, non-stationarity, and threshold effects

The spatiotemporal pattern and asymmetry characteristics of the normalized difference vegetation index (NDVI) in Xinjiang were analyzed on multiple scales. A multi-model attribution analysis framework that combined a geodetector model (GD), geographically weighted regression (GWR), and random forest...

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Bibliographic Details
Main Authors: Rou Ma, Zhengyong Zhang, Lin Liu, Mingyu Zhang, Chen Ma, Yu Cao, Yu Gao, Xueying Zhang, Xinyi Liu, Jiayi Zhang, Zifan Yuan
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Ecological Informatics
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Online Access:http://www.sciencedirect.com/science/article/pii/S1574954125000937
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