Attributing Runoff and Non‐Point Source Pollution Changes to Climate and Human Drivers in the Weihe River Basin, China

Abstract Climate change and human activities jointly affect runoff generation and non‐point source pollutant transport in river basins. Quantifying their relative roles is essential for explaining pollutant‐load changes and informing water resources management. Here, this study developed an integrated framework combining Budyko runoff attribution, Soil and Water Assessment Tool hydrological and water‐quality simulations, dynamic time warping distance, and gray water footprint (GWF) assessment. We applied this framework to the Wei River Basin, China. Based on an abrupt precipitation change, 2001–2009 was defined as the reference period and 2010–2020 as the impact period. The contributions of precipitation, potential evapotranspiration, and basin‐characteristic parameters to runoff change were decomposed, and climate‐driven changes in ammonia nitrogen (NH 3 –N) loads and GWF were simulated under fixed land use and agricultural management. Results show that precipitation increased after 2009, but runoff responses, pollutant loads, and GWF showed pronounced spatial heterogeneity. Runoff changes in WuShan, YangJiaPing, and HeiYuKou were mainly controlled by meteorological drivers, whereas HuXian, JingCun, ZhuangTou, and MaDuWang were more strongly influenced by basin characteristics. During the impact period, multi‐year mean NH 3 –N load and GWF increased in most subbasins except ZhuangTou, but were not always synchronized with runoff changes. Subbasins were classified as high‐load background areas, meteorologically sensitive areas, and asynchronous water quantity‐water quality response areas. These findings indicate that increased runoff does not necessarily alleviate water resources pressure under pollution constraints, highlighting the need to jointly evaluate water quantity, pollution‐source background, and pollutant transport processes.

Authors

Institutions

Publication Details

Journal
Water Resources Research
Published
2026-08-28
DOI
https://doi.org/10.1029/2026wr043466
Primary Topic
Hydrology and Watershed Management Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Attributing Runoff and Non‐Point Source Pollution Changes to Climate and Human Drivers in the Weihe River Basin, China

Xia Shen, Dengke Qing, Xunian Yuan, Xiaobo Luan et al.
Water Resources Research
Hydrology and Watershed Management Studies
article

Attributing Runoff and Non‐Point Source Pollution Changes to Climate and Human Drivers in the Weihe River Basin, China

Xia Shen, Dengke Qing, Xunian Yuan, Xiaobo Luan, Shikun Sun, Dehong Li
article en

Abstract

Abstract Climate change and human activities jointly affect runoff generation and non‐point source pollutant transport in river basins. Quantifying their relative roles is essential for explaining pollutant‐load changes and informing water resources management. Here, this study developed an integrated framework combining Budyko runoff attribution, Soil and Water Assessment Tool hydrological and water‐quality simulations, dynamic time warping distance, and gray water footprint (GWF) assessment. We applied this framework to the Wei River Basin, China. Based on an abrupt precipitation change, 2001–2009 was defined as the reference period and 2010–2020 as the impact period. The contributions of precipitation, potential evapotranspiration, and basin‐characteristic parameters to runoff change were decomposed, and climate‐driven changes in ammonia nitrogen (NH 3 –N) loads and GWF were simulated under fixed land use and agricultural management. Results show that precipitation increased after 2009, but runoff responses, pollutant loads, and GWF showed pronounced spatial heterogeneity. Runoff changes in WuShan, YangJiaPing, and HeiYuKou were mainly controlled by meteorological drivers, whereas HuXian, JingCun, ZhuangTou, and MaDuWang were more strongly influenced by basin characteristics. During the impact period, multi‐year mean NH 3 –N load and GWF increased in most subbasins except ZhuangTou, but were not always synchronized with runoff changes. Subbasins were classified as high‐load background areas, meteorologically sensitive areas, and asynchronous water quantity‐water quality response areas. These findings indicate that increased runoff does not necessarily alleviate water resources pressure under pollution constraints, highlighting the need to jointly evaluate water quantity, pollution‐source background, and pollutant transport processes.

Water Resources ResearchVol. 62(9)
Ningxia Water Conservancy (CN), Northwest A&F University (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, Postdoctoral Research Foundation of China, Key Research and Development Projects of Shaanxi Province
Openalex Percentile: Top 20%
Hydrology and Watershed Management Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.