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

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.

[1]  Zhifeng Yang,et al.  Identification of the optimal agricultural structure and population size in a reservoir watershed based on the water ecological carrying capacity under uncertainty , 2019, Journal of Cleaner Production.

[2]  S. Simonovic,et al.  Global water resources modeling with an integrated model of the social-economic-environmental system , 2011 .

[3]  W. Meng,et al.  Spatial characteristics of surface water quality in the Haicheng River (Liao River basin) in Northeast China , 2013, Environmental Earth Sciences.

[4]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[5]  Lin Tang,et al.  Combining AHP with GIS in synthetic evaluation of eco-environment quality - A case study of Hunan Province, China , 2007 .

[6]  Lachun Wang,et al.  Optimization of industry structure based on water environmental carrying capacity under uncertainty of the Huai River Basin within Shandong Province, China , 2016 .

[7]  Tang Di-wei ORIGINATION AND DEVELOPMENT OF THE CONCEPT OF AQUATIC ECOLOGICAL CARRYING CAPACITY IN THE BASIN , 2011 .

[8]  ZhongXiang Zhang,et al.  Development tendency analysis and evaluation of the water ecological carrying capacity in the Siping area of Jilin Province in China based on system dynamics and analytic hierarchy process , 2014 .

[9]  Ludmil Mikhailov,et al.  Evaluation of services using a fuzzy analytic hierarchy process , 2004, Appl. Soft Comput..

[10]  Yan Bangyou,et al.  Analysis on Water Environment Capacity of the Poyang Lake , 2011 .

[11]  Wei Meng,et al.  Assessment of water environmental carrying capacity for sustainable development using a coupled system dynamics approach applied to the Tieling of the Liao River Basin, China , 2015, Environmental Earth Sciences.

[12]  Haeryip Sihombing,et al.  Norm-dist Monte-Carlo integrative method for the improvement of fuzzy analytic hierarchy process , 2020, Heliyon.

[13]  Tianxiang Wang,et al.  Dynamic successive assessment method of water environment carrying capacity and its application , 2015 .

[14]  Binghui Zheng,et al.  Validation of the hypothesis on carrying capacity limits using the water environment carrying capacity. , 2019, The Science of the total environment.

[15]  O. Sahin,et al.  Building a System Dynamics Model to Support Water Management: A Case Study of the Semiarid Region in the Brazilian Northeast , 2019, Water.

[16]  Wei Liu,et al.  Comprehensive evaluation model for water environment carrying capacity based on VPOSRM framework: A case study in Wuhan, China , 2019, Sustainable Cities and Society.

[18]  Lina Tang,et al.  A Comparative Analysis on Assessment of Land Carrying Capacity with Ecological Footprint Analysis and Index System Method , 2015, PloS one.

[19]  刘兴 Liu Xing,et al.  Constructing an assessment indices system to analyze integrated regional carrying capacity in the coastal zones: a case in Nantong , 2013 .

[20]  Gary Brierley,et al.  The Use of System Dynamics Simulation in Water Resources Management , 2009 .

[21]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[22]  S. Ng,et al.  A fuzzy analytic hierarchy process (FAHP) approach to eco-environmental vulnerability assessment for the Danjiangkou reservoir area, China. , 2009 .

[23]  Maureen C. Kennedy Experimental design principles to choose the number of Monte Carlo replicates for stochastic ecological models , 2019 .

[24]  W. Meng,et al.  Classification of rivers based on water quality assessment using factor analysis in Taizi River basin, northeast China , 2013, Environmental Earth Sciences.