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Improved Entropy-AHP-TOPSIS method in comparison to traditional methods for assessing reclaimed water’s impact on river water quality and ecological health
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  • Published: 05 May 2026

Improved Entropy-AHP-TOPSIS method in comparison to traditional methods for assessing reclaimed water’s impact on river water quality and ecological health

  • Yongxing Qian1,
  • Jingran Zhou1,
  • Jinxi Chen1,
  • Jiwei Chen2,
  • Zhiwu Liu3 &
  • …
  • Huixia Jin1 

Scientific Reports , Article number:  (2026) Cite this article

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Subjects

  • Ecology
  • Environmental sciences
  • Hydrology
  • Water resources

Abstract

This study aims to assess the multidimensional impacts of reclaimed water replenishment on river water environments. Taking a specific case study of a riverine reclaimed water supply project from a wastewater treatment plant in Ningbo City, the research focuses on developing a scientific method for assessing the environmental effects of reclaimed water input on surrounding river ecosystems. Through comparative analysis of the strengths and limitations of traditional single-factor method and comprehensive pollution index method, this paper proposes an improved assessment method—Entropy-AHP-TOPSIS (IEATM) —which combines entropy weight method and analytic hierarchy process. The conventional assessment methods often employ simplistic linear processing, frequently neglecting the actual characteristics of negative indicators and interval-type indicators. The IEATM effectively distinguishes and optimizes the treatment of negative and interval-type indicators. The results demonstrate that this method offers significant advantages in assessing river ecological health, effectively avoiding evaluation deviations caused by short-term exceedances of individual indicators. Additionally, the IEATM clearly reveals the spatial attenuation patterns and seasonal fluctuation characteristics of the reclaimed water replenishment effects. This provides a crucial theoretical foundation for optimizing reclaimed water replenishment strategies and offers practical guidance for segmented water inflow regulation, ecological wetland construction, and the improvement of river ecological monitoring networks.

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Acknowledgements

This research was funded by the Ningbo Municipal Bureau of Science and Technology Key Research and Development Plan (2023Z045) and National Natural Science Foundation of China (21808200).

Funding

This research was funded by the Ningbo Municipal Bureau of Science and Technology Key Research and Development Plan (2023Z045) and National Natural Science Foundation of China (No. 21808200).

Author information

Authors and Affiliations

  1. NingboTech University, Ningbo, 315100, China

    Yongxing Qian, Jingran Zhou, Jinxi Chen & Huixia Jin

  2. Ningbo Municipal River Management Center, Ningbo, 315100, China

    Jiwei Chen

  3. Jinhua University of Vocational Technology, Jinhua, 321017, China

    Zhiwu Liu

Authors
  1. Yongxing Qian
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  2. Jingran Zhou
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  3. Jinxi Chen
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  4. Jiwei Chen
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  5. Zhiwu Liu
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  6. Huixia Jin
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Corresponding author

Correspondence to Huixia Jin.

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The authors declare no competing interests.

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Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

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Cite this article

Qian, Y., Zhou, J., Chen, J. et al. Improved Entropy-AHP-TOPSIS method in comparison to traditional methods for assessing reclaimed water’s impact on river water quality and ecological health. Sci Rep (2026). https://doi.org/10.1038/s41598-026-50296-6

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  • Received: 10 December 2025

  • Accepted: 20 April 2026

  • Published: 05 May 2026

  • DOI: https://doi.org/10.1038/s41598-026-50296-6

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Keywords

  • Reclaimed water supplement
  • Improved Entropy-AHP-TOPSIS method
  • River ecological health assessment
  • Management strategies
  • Evaluation method construction
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