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Article

Spatiotemporal Variation in Vegetation Precipitation Sensitivity and Influencing Factors in the Yellow River Basin from 2000 to 2020

1
School of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China
2
Shandong Key Laboratory of Eco-Environmental Science for the Yellow River Delta, Shandong University of Aeronautics, Binzhou 256600, China
*
Author to whom correspondence should be addressed.
Sustainability 2026, 18(9), 4301; https://doi.org/10.3390/su18094301
Submission received: 10 March 2026 / Revised: 20 April 2026 / Accepted: 23 April 2026 / Published: 27 April 2026

Abstract

The Yellow River Basin (YRB) serves as a vital ecological security barrier in northern China, and the stability of its ecosystems and the dynamics of its vegetation productivity have significant implications for national ecological strategies and regional sustainable development. This study utilized net primary productivity (NPP) and precipitation data, employing a linear regression method with a 7 × 7 pixel grid and a 4-year spatiotemporal window to quantify vegetation precipitation sensitivity (VPS) in the YRB from 2000 to 2020. Principal component regression was used to assess the relative contributions of environmental and anthropogenic factors to the interannual variability and long-term trends of VPS. The results indicate that during the 2000–2020 period, 19.27% of the YRB experienced significant changes in VPS, with the area showing a decrease (14.99%) far exceeding that showing an increase (4.28%). The downward trend was most pronounced in the midstream (24.2%). Spatially, VPS exhibited a distinct pattern of negative values in the south and positive values in the north, with 36° N serving as the boundary. Among vegetation types, desert vegetation exhibited the highest VPS, while forests and shrubs exhibited the lowest. GDP and temperature were identified as key factors influencing VPS changes. It should be noted that GDP, as a proxy for human activity, has certain limitations; future studies should incorporate more direct indicators of human activity for further validation. This study clarifies the spatiotemporal characteristics and key drivers of VPS in the YRB, providing a scientific basis for regional ecological conservation.
Keywords: Yellow River Basin; spatial pattern; temporal trend; vegetation precipitation sensitivity Yellow River Basin; spatial pattern; temporal trend; vegetation precipitation sensitivity

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MDPI and ACS Style

Zhao, J.; Xia, J.; Han, F.; Li, X.; Li, Y.; Xu, X.; Wang, X. Spatiotemporal Variation in Vegetation Precipitation Sensitivity and Influencing Factors in the Yellow River Basin from 2000 to 2020. Sustainability 2026, 18, 4301. https://doi.org/10.3390/su18094301

AMA Style

Zhao J, Xia J, Han F, Li X, Li Y, Xu X, Wang X. Spatiotemporal Variation in Vegetation Precipitation Sensitivity and Influencing Factors in the Yellow River Basin from 2000 to 2020. Sustainability. 2026; 18(9):4301. https://doi.org/10.3390/su18094301

Chicago/Turabian Style

Zhao, Junxin, Jiangbao Xia, Fang Han, Xiaodong Li, Youheng Li, Xiaolong Xu, and Xiaolu Wang. 2026. "Spatiotemporal Variation in Vegetation Precipitation Sensitivity and Influencing Factors in the Yellow River Basin from 2000 to 2020" Sustainability 18, no. 9: 4301. https://doi.org/10.3390/su18094301

APA Style

Zhao, J., Xia, J., Han, F., Li, X., Li, Y., Xu, X., & Wang, X. (2026). Spatiotemporal Variation in Vegetation Precipitation Sensitivity and Influencing Factors in the Yellow River Basin from 2000 to 2020. Sustainability, 18(9), 4301. https://doi.org/10.3390/su18094301

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