Evidence map›Paper›PMID 41554868›Full record

ArticleScientific reports2026

Evaluation of water resources carrying capacity in Ordos city based on the Game Theory-Topsis-Grey Prediction coupling model.

Yiyang Zhao, Hang Yin, Weijie Zhang, Jianghong Yan, Jiuji An, Zezhong Zhang, Yingjie Wu, Wei Hu, Hexin Lai, Fei Wang and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Yiyang ZhaoInstitute of Pastoral Hydraulic Research, MWR, Hohhot, 010020, China.
Hang YinInstitute of Pastoral Hydraulic Research, MWR, Hohhot, 010020, China.
Weijie ZhangInstitute of Pastoral Hydraulic Research, MWR, Hohhot, 010020, China. zhaoyiyang0710@163.com.
Jianghong YanOrdos Development Center of Water Conservancy, Ordos, 017001, China.
Jiuji AnInner Mongolia water conservancy Development Center, Hohhot, 010020, China.
Zezhong ZhangSchool of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, 450046, China.
Yingjie WuInstitute of Pastoral Hydraulic Research, MWR, Hohhot, 010020, China.
Wei HuInstitute of Pastoral Hydraulic Research, MWR, Hohhot, 010020, China.
Hexin LaiSchool of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, 450046, China.
Fei WangSchool of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, 450046, China.
Kai FengSchool of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou, 450046, China.

Funding

Key Research and Development and Achievement Transformation Program Projects of Inner Mongolia Autonomous Region 2025YFHH0219Science and Technology Plan Program of Inner Mongolia Autonomous Region 2022YFHH0100the Key Special Project of the "Science and Technology for Inner Mongolia" Initiative No. 2022EEDSKJXM004-4the Research on the Joint Dispatching Technology of Multiple Water Sources such as Reclaimed Water in Ordos City ZD20232323
6 · The paper itself

Abstract

Under the national strategy of ecological protection and high-quality development in the Yellow River Basin, Ordos, a major coal production base in China contributing ~ 17.1% of China’s annual raw coal output, faces prominent water shortage and ecological fragility. This study constructed a “Game Theory-TOPSIS-Grey Prediction” coupled model: it integrated subjective and objective weights via game theory (reducing weight coefficient of variation by 35%), evaluated water resources carrying capacity (WRCC) during 2000–2023 (the WRCC index increased from 0.3285 to 0.6373, with an average annual growth rate of 2.92%; growth slowed to 1.69% during 2016–2023, showing a “strong east-weak west” spatial pattern), and predicted WRCC trends for 2025–2040 using the GM(1,1) model. The GM(1,1) model achieved first-level accuracy (average relative error 6.35%, posterior error ratio 0.327, small error probability 0.962), with predicted WRCC indices of 0.6261 (2025), 0.7676 (2030), and 0.9736 (2040). This study provides a dynamic tool for “water-energy-ecology” coordinated governance of resource-based cities in China’s Yellow River Basin.

Indexed as

Dynamic empowerment Ordos cityGame theoryGrey predictionTopsis modelWater resources carrying capacity

Identifiers

PMID41554868
PMCPMC12895012

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