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ORIGINAL RESEARCH article

Front. Plant Sci.

Sec. Functional Plant Ecology

This article is part of the Research TopicBalancing the Carbon Cycle: the Role of Plants in Natural, Urban, and Agroecosystems in Supporting Climate Change MitigationView all 3 articles

Quantifying Responses of Climatic and Anthropogenic Factors on Vegetation Normalized Difference Vegetation Index Variabilities over Yellow River Basin, China

Provisionally accepted
Zhilei  YuZhilei Yu1Ligen  WangLigen Wang1Junfei  YanJunfei Yan1Zhe  YuanZhe Yuan2*Xiangyang  ZhangXiangyang Zhang1
  • 1Zhengzhou University School of Water Conservancy and Transportation, Zhengzhou, China
  • 2Changjiang River Scientific Research Institute (CRSRI), Wuhan, China

The final, formatted version of the article will be published soon.

Climatic change and anthropogenic activities have substantially influenced vegetation distribution in recent decades. However, identifying the dominant driving factors of vegetation variation remains challenging. This study investigated vegetation dynamics and quantified their responses to climatic factors (effective precipitation (EFPR) and active accumulated temperature ≥10℃ (ACTE)) and anthropogenic activities (urbanization, afforestation and cultivation) for the Yellow River Basin (YRB). The results showed that the YRB experienced vegetation greening in NDVI (as measured by normalized Difference Vegetation Index, NDVI) during the period from 2001 to 2020. More than 90% of the regions in the YRB showed an increasing NDVI trend, with mean rates of 0.055 per decade. In regions with significant (p < 0.05) variations in NDVI, ERPE, ACTE and anthropogenic activities contributed to vegetation dynamics at rates of 0.012 per decade, 0.007 per decade and 0.036 per decade, respectively. Contributions of climatic and anthropogenic factors accounted for 35% and 65% of the total NDVI variations, respectively. Both climatic and anthropogenic factors drove the vegetation growth. In the alpine sources regions of the Yellow river, climatic factors were the primary drivers of significant NDVI change. In the MB_YRB (middle basin) and LB_YRB (lower basin), human activities were the main factors driving vegetation greening. Only in areas with urban agglomeration, such as Xi'an, Zhengzhou and Xi'ning cities, anthropogenic activities were associated with vegetation browning.

Keywords: Anthropogenic factors, climatic factors, remote sensing, Sustainable environmental development, Vegetation NDVI

Received: 29 Nov 2025; Accepted: 30 Jan 2026.

Copyright: © 2026 Yu, Wang, Yan, Yuan and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Zhe Yuan

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