{"title":"Study on the spatial spillover effect of reclaimed water utilization efficiency in water environment-sensitive areas with heterogeneous technology","authors":"Wei Jin, Shuhan Gao, Wei Jiang, Huimin Wang","doi":"10.1016/j.wri.2025.100296","DOIUrl":null,"url":null,"abstract":"<div><div>As a key path to alleviate the double pressure of economic and social development and ecological environment protection in water-sensitive areas, reclaimed water is of great significance to coordinately promote carbon reduction, pollution reduction, green expansion and growth. This paper uses the three-stage Slack-Based Measure (SBM) model to measure the efficiency of recycled water utilization in 41 cities in the Yangtze River Delta, and based on the characteristics of technological heterogeneity, systematically exploring the spatial correlation mechanism of recycled water utilization. The results show that: firstly, after excluding external environmental factors and random factors, the utilization efficiency of reclaimed water in different cities decreased significantly compared with before improvement. The utilization efficiency of recycled water in each city has dropped significantly compared with that before excluding external environmental factors and random factors. Secondly, government policy incentive is the key factor to improve the efficiency of reclaimed water utilization, and the leading role of science and technology innovation is limited to the cluster frontier in the low innovation level area. Thirdly, from the perspective of spatial spillover effect, the resident population significantly improved the efficiency of reclaimed water utilization in the region while suppressing the efficiency value of surrounding areas; the construction of water supply and drainage infrastructure inhibits the efficiency of reclaimed water utilization in all regions. Therefore, local governments should guide the use of reclaimed water through policy formulation and attach importance to technological innovation oriented by environmental protection. Optimize the construction of reclaimed water infrastructure based on the relationship between supply and demand, and improve the efficiency of reclaimed water utilization, so as to achieve the harmonious development of man and nature.</div></div>","PeriodicalId":23714,"journal":{"name":"Water Resources and Industry","volume":"33 ","pages":"Article 100296"},"PeriodicalIF":7.5000,"publicationDate":"2025-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Resources and Industry","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212371725000204","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"WATER RESOURCES","Score":null,"Total":0}
引用次数: 0
Abstract
As a key path to alleviate the double pressure of economic and social development and ecological environment protection in water-sensitive areas, reclaimed water is of great significance to coordinately promote carbon reduction, pollution reduction, green expansion and growth. This paper uses the three-stage Slack-Based Measure (SBM) model to measure the efficiency of recycled water utilization in 41 cities in the Yangtze River Delta, and based on the characteristics of technological heterogeneity, systematically exploring the spatial correlation mechanism of recycled water utilization. The results show that: firstly, after excluding external environmental factors and random factors, the utilization efficiency of reclaimed water in different cities decreased significantly compared with before improvement. The utilization efficiency of recycled water in each city has dropped significantly compared with that before excluding external environmental factors and random factors. Secondly, government policy incentive is the key factor to improve the efficiency of reclaimed water utilization, and the leading role of science and technology innovation is limited to the cluster frontier in the low innovation level area. Thirdly, from the perspective of spatial spillover effect, the resident population significantly improved the efficiency of reclaimed water utilization in the region while suppressing the efficiency value of surrounding areas; the construction of water supply and drainage infrastructure inhibits the efficiency of reclaimed water utilization in all regions. Therefore, local governments should guide the use of reclaimed water through policy formulation and attach importance to technological innovation oriented by environmental protection. Optimize the construction of reclaimed water infrastructure based on the relationship between supply and demand, and improve the efficiency of reclaimed water utilization, so as to achieve the harmonious development of man and nature.
期刊介绍:
Water Resources and Industry moves research to innovation by focusing on the role industry plays in the exploitation, management and treatment of water resources. Different industries use radically different water resources in their production processes, while they produce, treat and dispose a wide variety of wastewater qualities. Depending on the geographical location of the facilities, the impact on the local resources will vary, pre-empting the applicability of one single approach. The aims and scope of the journal include: -Industrial water footprint assessment - an evaluation of tools and methodologies -What constitutes good corporate governance and policy and how to evaluate water-related risk -What constitutes good stakeholder collaboration and engagement -New technologies enabling companies to better manage water resources -Integration of water and energy and of water treatment and production processes in industry