Evidence map›Paper›PMID 41326475›Full record

ArticleScientific reports2025

Fractional orthopair fuzzy decision framework for sustainable water resource management in urban areas.

Xin Zhang, Pengmin Jia, Shah Zeb Khan, Muhammed I Syam, Muhammad Rahim, Hamiden Abd El-Wahed Khalifa

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Xin ZhangSchool of Finance and Tourism, Chongqing Vocational Institute of Engineering, Chongqing, 402260, China.
Pengmin JiaSchool of Marxism, Department of General Education, Chongqing Preschool Education College, Chongqing, 404047, China.
Shah Zeb KhanUniversity of Swat, KPK, Swat, Pakistan.
Muhammed I SyamDepartment of Mathematical Sciences, United Arab Emirates University, O. Box 15551, Al-Ain, UAE. m.syam@uaeu.ac.ae.
Muhammad RahimUniversity of Swat, KPK, Swat, Pakistan.
Hamiden Abd El-Wahed KhalifaDepartment of Mathematics, College of Science, Qassim University, Buraydah, 51452, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sustainable urban water management is increasingly challenged by uncertainty, imprecision, and hesitancy in evaluating alternative water sources. This study proposes a novel multi-criteria decision-making (MCDM) framework based on fractional orthopair fuzzy (FOF) sets, designed to model partial hesitancy and fractional expert judgments more effectively than traditional fuzzy methods. Integrating an entropy-based weighting scheme and the technique for order preference by similarity to ideal solution (TOPSIS), the framework is applied to assess water resource alternatives in Lahore, Pakistan a city facing rapid groundwater depletion, urban expansion, and declining surface water quality. The evaluation considers three key criteria: water quality, availability, and affordability across the alternatives of surface water, groundwater, and rainwater. Results show that rainwater harvesting is the most sustainable option, with a closeness coefficient of [Formula: see text], outperforming alternatives in terms of both cost-effectiveness and safety. Sensitivity analysis on parameters ([Formula: see text], [Formula: see text]) confirms the model's robustness. The findings offer actionable guidance for water authorities, emphasizing the importance of rainwater harvesting and reduced reliance on depleting groundwater. The proposed model is adaptable to other urban regions, provided expert input and contextual data are available.

Indexed as

Fractional orthopair fuzzy setsMulti-criteria decision makingRainwater harvestingSustainable water managementTOPSISUrban water resource planning

Identifiers

PMID41326475
PMCPMC12669610

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.