Distributed human-water relationship model based on the “four processes” of the human-water system

The human-water relationship has emerged as an interdisciplinary field, in which developing basic equations and models forms a core research area. Based on a systematic review, the "four processes" of the human-water system are proposed-the water cycle process, material cycle process, biological process, and humanistic process. The basic equations, coupling mechanisms, and computational methods of these processes are summarized to support construction of a distributed human-water relationship (DHWR) model. Application of the DHWR model to the Qinhe River Basin in China demonstrates high accuracy, with R<sup>2</sup> values for runoff ranging from 0.62 to 0.81 and NSE values between 0.67 and 0.82. For water quality, the model achieved NSE values from 0.64 to 0.91 and R<sup>2</sup> values between 0.76 and 0.95 for ammonia nitrogen and total phosphorus, with ecological pressure indices and water diversion data capturing impacts of biological and human activities. These findings provide a foundation for advancing human-water research.

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Publication Details

Journal
iScience
Published
2026-02-12
DOI
https://doi.org/10.1016/j.isci.2026.115006
Primary Topic
Water Resources and Sustainability
Type
article
Field-Weighted Citation Impact
0.00

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article

Distributed human-water relationship model based on the “four processes” of the human-water system

Qiting Zuo, Jing Tian, Yihu Ji, Jiamin Li et al.
iScience
Water Resources and Sustainability
article

Distributed human-water relationship model based on the “four processes” of the human-water system

Qiting Zuo, Jing Tian, Yihu Ji, Jiamin Li, Junxia Ma, Qingsong Wu
article en

Abstract

The human-water relationship has emerged as an interdisciplinary field, in which developing basic equations and models forms a core research area. Based on a systematic review, the "four processes" of the human-water system are proposed-the water cycle process, material cycle process, biological process, and humanistic process. The basic equations, coupling mechanisms, and computational methods of these processes are summarized to support construction of a distributed human-water relationship (DHWR) model. Application of the DHWR model to the Qinhe River Basin in China demonstrates high accuracy, with R<sup>2</sup> values for runoff ranging from 0.62 to 0.81 and NSE values between 0.67 and 0.82. For water quality, the model achieved NSE values from 0.64 to 0.91 and R<sup>2</sup> values between 0.76 and 0.95 for ammonia nitrogen and total phosphorus, with ecological pressure indices and water diversion data capturing impacts of biological and human activities. These findings provide a foundation for advancing human-water research.

iScienceVol. 29(3)
Zhengzhou University (CN), Henan Province Water Conservancy Survey and Design Research (CN)
National Key Research and Development Program of China
Clean water and sanitation
Openalex Percentile: Top 60%
Water Resources and Sustainability
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Distributed human-water relationship model based on the “four processes” of the human-water system — Qiting Zuo, Jing Tian, et al. · iScience (2026) | TGRS Research Map | TGRS