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Keywords = BP–CCDM model

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15 pages, 1630 KB  
Article
Research on a Coordination Evaluation and Prediction Model of Water Use and Industrial Ecosystem Development
by Jing Wang, Liang Zhang, Huiping Zhang and Ying Zhang
Int. J. Environ. Res. Public Health 2023, 20(3), 2381; https://doi.org/10.3390/ijerph20032381 - 29 Jan 2023
Cited by 1 | Viewed by 2138
Abstract
Coordinating the relationship between water use and industrial ecosystem development is the key to ensuring high-quality and sustainable development of the industrial economy. In this paper, a model was proposed for evaluating and predicting the coordination between water use and industrial ecosystem development. [...] Read more.
Coordinating the relationship between water use and industrial ecosystem development is the key to ensuring high-quality and sustainable development of the industrial economy. In this paper, a model was proposed for evaluating and predicting the coordination between water use and industrial ecosystem development. First, aiming at the coordination of water use and industrial ecosystem development, this paper determined 15 indicators from the aspects of water demand and supply, water conservation and environmental protection, industrial sustainable development, input and output, and industrial development status. The combination weighting method based on game theory was used to determine the weight of the evaluation index. Then, the coordination evaluation model called the back propagation neural network (BP)–coupling coordination degree model (CCDM) and the coordination prediction model called gray models (GM)–BP–CCDM were established. Finally, the model was applied to the coordination evaluation and prediction of water use and industrial ecosystem development in the Hebei Province, China. The results show that the coordination degree of cities in the Hebei Province is moderate. Therefore, based on the research results, some scientific and reasonable suggestions for water resources utilization and industrial ecosystem development were put forward. Full article
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