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Uncertain Water Environment Carrying Capacity Simulation Based on the Monte Carlo Method–System Dynamics Model: A Case Study of Fushun City

机译:基于Monte Carlo方法系统动力学模型的不确定水环境承载能力仿真 - 以抚顺市为例

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摘要

Water environment carrying capacity (WECC) is an effective indicator that can help resolve the contradiction between social and economic development and water environment pollution. Considering the complexity of the water environment and socioeconomic systems in Northeast China, this study establishes an evaluation index system and a system dynamics (SD) model of WECC in Fushun City, Liaoning, China, through the combination of the fuzzy analytic hierarchy process and SD. In consideration of the uncertainty of the future development of society, the Monte Carlo and scenario analysis methods are used to simulate the WECC of Fushun City. Results show that if the current social development mode is maintained, then the WECC in Fushun will have a slow improvement in the future, and a “general” carrying state with a WECC index of 0.566 in 2025 will be developed. Moreover, focusing on economic development (Scheme 1 with a WECC index of [0.22, 0.45] in 2025) or environmental protection (Scheme 2 with a WECC index of [0.48, 0.68] in 2025) cannot effectively improve the local water environment. Only by combining the two coordinated development modes (Scheme 3) can WECC be significantly improved and achieve “general” or “good” carrying state with a WECC index of [0.59, 0.79]. An important development of this study is that the probability of each scheme’s realization can be calculated after different schemes are formulated. In turn, the feasibility of the scheme will be evaluated after knowing the probability, so as to determine the path suitable for local development. This is of great significance for future urban planning.
机译:水环境承载能力(WECC)是一个有效的指标,可以帮助解决社会和经济发展与水环境污染之间的矛盾。考虑到中国东北地区水环境和社会经济系统的复杂性,本研究通过模糊分析层次分析法和SD的组合建立了辽宁市福村市的评估指标体系和WECC的系统动态(SD)模型。 。考虑到社会未来发展的不确定性,Monte Carlo和情景分析方法用于模拟抚顺市的WECC。结果表明,如果维持当前的社会发展模式,则抚顺中的WECC将来会有缓慢的改善,将开发2025年的WECC指数的“一般”载人状态为0.566。此外,重点关注经济发展(2025年[0.22,0.45]的WECC指数的方案1)或环境保护(在2025年的WECC指数的计划2)不能有效地改善当地的水环境。只有通过组合两种协调发展模式(方案3),WECC只能得到显着改善和实现“一般”或“良好”携带状态,WECC指数[0.59,0.79]。本研究的一个重要发展是在制定不同方案之后可以计算每个方案实现的概率。反过来,在知道概率后,将评估该方案的可行性,以确定适合局部发展的路径。这对未来城市规划具有重要意义。

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