Application of a Fuzzy Two-Stage Chance Constrained Stochastic Programming Model for Optimization of the Ecological Services Value of the Interconnected River System Network Project in the Western Jilin Province, China

被引:12
作者
Cai, Baofeng [1 ,2 ]
Meng, Chong [3 ]
Wang, Xian'en [2 ]
Li, Yu [1 ]
机构
[1] North China Elect Power Univ, Coll Environm Sci & Engn, Beijing 102206, Peoples R China
[2] Jilin Univ, Coll New Energy & Environm, Changchun 130012, Jilin, Peoples R China
[3] Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
关键词
water supplementation; ecological service value; wetlands; optimization; uncertainty; fuzzy two-stage programming; WATER-RESOURCES MANAGEMENT; ECOSYSTEM SERVICES; UNCERTAINTY; POLICY;
D O I
10.3390/w11010068
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Incremental ecological service value is an important assessment indicator for ecosystem restoration projects, such as the interconnected river system network project in western Jilin Province, China. In this paper, a fuzzy two-stage chance-constrained stochastic programming (FTSCCP) model is proposed for the optimization of regional incremental ecological service value through adjustments to the original water diversions and ecological water supplement schemes for ecosystem restoration under different management requirements and scenarios. The proposed method can effectively address uncertainties such as fuzzy parameters, probability distributions, and random variables in optimizing processes simultaneously. The results reveal that, under the requirement of meeting the original plan, a decrease in restoration scale would mainly appear under low-flow scenarios, and for the other scenarios, the original plan would be fully realized with an increase in flood utilization and a decrease in normal water supplementation. For the requirement of maximizing the incremental ecological service value, the adjustments would mainly be increases in water supplementation for reed wetlands and marsh wetlands and decreases in water surface area, including fish ponds and crab ponds. The ecological service values would be 11,256.79 million CNY (Chinese Yuan), 16,465.11 million CNY and 17,639.59 million CNY under low-, normal- and high-flow scenarios, respectively, with increases of 3.2%, 6.9% and 14.5% compared to the values based on the requirement of meeting the original plan. The results would be helpful for guiding regional ecosystem restoration and water resource management in the western Jilin Province.
引用
收藏
页数:21
相关论文
共 22 条
[1]   The value of estuarine and coastal ecosystem services [J].
Barbier, Edward B. ;
Hacker, Sally D. ;
Kennedy, Chris ;
Koch, Evamaria W. ;
Stier, Adrian C. ;
Silliman, Brian R. .
ECOLOGICAL MONOGRAPHS, 2011, 81 (02) :169-193
[2]   Uncertainty-accounting environmental policy and management of water systems [J].
Baresel, Christian ;
Destouni, Georgia .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2007, 41 (10) :3653-3659
[3]   A fuzzy compromise approach to water resource systems planning under uncertainty [J].
Bender, MJ ;
Simonovic, SP .
FUZZY SETS AND SYSTEMS, 2000, 115 (01) :35-44
[4]   Application of a Double-Sided Chance-Constrained Integer Linear Program for Optimization of the Incremental Value of Ecosystem Services in Jilin Province, China [J].
Cai, Baofeng ;
Wang, Xianen ;
Li, Yu .
WATER, 2017, 9 (08)
[5]   Net ecosystem services value of wetland: Environmental economic account [J].
Chen, Z. M. ;
Chen, G. Q. ;
Chen, B. ;
Zhou, J. B. ;
Yang, Z. F. ;
Zhou, Y. .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2009, 14 (06) :2837-2843
[6]   Changes in the global value of ecosystem services [J].
Costanza, Robert ;
de Groot, Rudolf ;
Sutton, Paul ;
van der Ploeg, Sander ;
Anderson, Sharolyn J. ;
Kubiszewski, Ida ;
Farber, Stephen ;
Turner, R. Kerry .
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2014, 26 :152-158
[7]   Defining and classifying ecosystem services for decision making [J].
Fisher, Brendan ;
Turner, R. Kerry ;
Morling, Paul .
ECOLOGICAL ECONOMICS, 2009, 68 (03) :643-653
[8]   Exploring spatial change and gravity center movement for ecosystem services value using a spatially explicit ecosystem services value index and gravity model [J].
He, Yingbin ;
Chen, Youqi ;
Tang, Huajun ;
Yao, Yanmin ;
Yang, Peng ;
Chen, Zhongxin .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2011, 175 (1-4) :563-571
[9]   An inexact two-stage stochastic programming model for water resources management under uncertainty [J].
Huang, GH ;
Loucks, DP .
CIVIL ENGINEERING AND ENVIRONMENTAL SYSTEMS, 2000, 17 (02) :95-118
[10]   An uncertainty-based framework for agricultural water-land resources allocation and risk evaluation [J].
Li, Mo ;
Guo, Ping ;
Singh, Vijay P. ;
Yang, Gaiqiang .
AGRICULTURAL WATER MANAGEMENT, 2016, 177 :10-23