Spatial Interactions Between the Water–Energy–Food Development Level and Ecosystem Services in the Yellow River Basin

Understanding the spatial spillover effects of ecosystem services (ESs) on the water–energy–food (WEF) development level is critical for regional sustainability, yet empirical evidence remains limited. Using prefecture-level units in the Yellow River Basin (YRB), this study investigated the relationship between four ESs, i.e., water yield, carbon storage, food production, and soil conservation, with the WEF development level from 2000 to 2020. A spatial Durbin model and geographically and temporally weighted regression were employed to quantify global spatial spillover effects and local heterogeneity. Results showed that both the WEF development level and ESs improved over the study period. At the basin scale, carbon storage exhibited the strongest positive effects on WEF development, with direct, spillover, and total effects of 0.29, 0.89, and 1.18, respectively. At the regional scale, water yield was positively associated with the WEF development level in northern Shaanxi and Shanxi Provinces but negatively associated in western Inner Mongolia Autonomous Region. Carbon storage maintained weak but consistently positive associations across most regions. Food production showed strong positive associations in eastern Shandong Province but moderate negative associations in southern Shanxi and western Henan Provinces. Soil conservation showed strong positive associations in western Inner Mongolia and parts of Qinghai, whereas strong negative associations occurred in eastern Shandong and Henan provinces. These findings underscore the critical role of carbon storage in supporting coordinated WEF development and emphasize the need to enhance carbon storage and adopt region-specific ecosystem management strategies for sustainable development in the YRB.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2026-07-28
DOI
https://doi.org/10.3390/su18157653
Primary Topic
Water-Energy-Food Nexus Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatial Interactions Between the Water–Energy–Food Development Level and Ecosystem Services in the Yellow River Basin

Qiang Li, Duoduo Zhou
Sustainability
Water-Energy-Food Nexus Studies
article

Spatial Interactions Between the Water–Energy–Food Development Level and Ecosystem Services in the Yellow River Basin

Qiang Li, Duoduo Zhou
article en

Abstract

Understanding the spatial spillover effects of ecosystem services (ESs) on the water–energy–food (WEF) development level is critical for regional sustainability, yet empirical evidence remains limited. Using prefecture-level units in the Yellow River Basin (YRB), this study investigated the relationship between four ESs, i.e., water yield, carbon storage, food production, and soil conservation, with the WEF development level from 2000 to 2020. A spatial Durbin model and geographically and temporally weighted regression were employed to quantify global spatial spillover effects and local heterogeneity. Results showed that both the WEF development level and ESs improved over the study period. At the basin scale, carbon storage exhibited the strongest positive effects on WEF development, with direct, spillover, and total effects of 0.29, 0.89, and 1.18, respectively. At the regional scale, water yield was positively associated with the WEF development level in northern Shaanxi and Shanxi Provinces but negatively associated in western Inner Mongolia Autonomous Region. Carbon storage maintained weak but consistently positive associations across most regions. Food production showed strong positive associations in eastern Shandong Province but moderate negative associations in southern Shanxi and western Henan Provinces. Soil conservation showed strong positive associations in western Inner Mongolia and parts of Qinghai, whereas strong negative associations occurred in eastern Shandong and Henan provinces. These findings underscore the critical role of carbon storage in supporting coordinated WEF development and emphasize the need to enhance carbon storage and adopt region-specific ecosystem management strategies for sustainable development in the YRB.

SustainabilityVol. 18(15)
Institute of Soil and Water Conservation (CN)
Responsible consumption and production
Openalex Percentile: Top 17%
Water-Energy-Food Nexus 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.