Study on multidimensional shrinkage spatial-temporal patterns and driving forces of cities in the Yellow River Basin

Study on multidimensional shrinkage spatial-temporal patterns and driving forces of cities in the Yellow River Basin

Abstract With economic globalization and the deepening process of industrialization and urbanization, China’s urban development has entered a vital transition stage. As one of the most influential rivers in China, the Yellow River Basin (YRB), with ecological protection and high-quality development...

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Bibliographic Details
Main Authors: Guangrui Xing, Dongfeng Wang, Wanxin Cai
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Urban shrinkage
Multidimensional
Spatial-temporal evolution
Random forest regression
YRB
Online Access:https://doi.org/10.1038/s41598-025-06292-3
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https://doi.org/10.1038/s41598-025-06292-3

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