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Article

Water Quality Evaluation and Countermeasures of Pollution in Wan’an Reservoir Using Fuzzy Comprehensive Evaluation Model

1
Center for Water and Ecology, State Key Laboratory of Regional Environment and Sustainability, School of Environment, Tsinghua University, Beijing 100084, China
2
Tai’an Engineering Construction Guidance Service Center, Tai’an 271002, China
3
School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China
4
State Key Laboratory of Soil Pollution Control and Safety, Chinese Academy of Environmental Planning, Beijing 100041, China
*
Author to whom correspondence should be addressed.
Toxics 2025, 13(9), 712; https://doi.org/10.3390/toxics13090712 (registering DOI)
Submission received: 17 June 2025 / Revised: 9 August 2025 / Accepted: 20 August 2025 / Published: 23 August 2025
(This article belongs to the Section Exposome Analysis and Risk Assessment)

Abstract

Water quality evaluation is a crucial component of water source management and pollution prevention, essential for achieving regional water safety and sustainable development. The spatial distribution and trends of major water pollutants in Wan’an Reservoir were analyzed. Subsequently, a fuzzy membership model was employed to develop a comprehensive water quality evaluation method. This approach assessed spatial variations in water quality across the upper, middle, and lower reaches of the reservoir, identifying key factors influencing water quality. The results indicate that water quality in Wan’an Reservoir, primarily characterized by total nitrogen, was poor. Notably, 50% of the sampling points in the main stream were identified as highly polluted, with the highest exceedance rate observed in the middle reaches of the tributaries. Sampling points classified as Class I were predominantly located in the upper reaches, where water quality benefitted from clean incoming water and minimal disturbance. In contrast, the lower reaches experienced more severe pollution due to the cumulative effects of domestic sewage, industrial wastewater, and agricultural runoff. These findings are crucial for developing effective water environmental protection strategies and promoting the sustainable utilization and protection of water resources.
Keywords: water quality evaluation; fuzzy comprehensive evaluation; pollutant emissions; impact sources; spatial variations water quality evaluation; fuzzy comprehensive evaluation; pollutant emissions; impact sources; spatial variations

Share and Cite

MDPI and ACS Style

Duan, G.; Peng, L.; Wang, C.; Lu, Q. Water Quality Evaluation and Countermeasures of Pollution in Wan’an Reservoir Using Fuzzy Comprehensive Evaluation Model. Toxics 2025, 13, 712. https://doi.org/10.3390/toxics13090712

AMA Style

Duan G, Peng L, Wang C, Lu Q. Water Quality Evaluation and Countermeasures of Pollution in Wan’an Reservoir Using Fuzzy Comprehensive Evaluation Model. Toxics. 2025; 13(9):712. https://doi.org/10.3390/toxics13090712

Chicago/Turabian Style

Duan, Gaoqi, Li Peng, Chunrong Wang, and Qiongqiong Lu. 2025. "Water Quality Evaluation and Countermeasures of Pollution in Wan’an Reservoir Using Fuzzy Comprehensive Evaluation Model" Toxics 13, no. 9: 712. https://doi.org/10.3390/toxics13090712

APA Style

Duan, G., Peng, L., Wang, C., & Lu, Q. (2025). Water Quality Evaluation and Countermeasures of Pollution in Wan’an Reservoir Using Fuzzy Comprehensive Evaluation Model. Toxics, 13(9), 712. https://doi.org/10.3390/toxics13090712

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