Identification of optimal strategies for agricultural nonpoint source management in Ulansuhai Nur watershed of Inner Mongolia, China

In this study, an environmental-friendly modeling system was developed and applied to an agriculture nonpoint source (AGNPS) management in Ulansuhai Nur watershed. In this system, water environmental capacity, credibility-based chance-constrained programming (CCCP), and AGNPS optimization models were integrated into a general modeling framework. It could be used to calculate water environmental capacity of total nitrogen and total phosphorus in Ulansuhai Nur watershed, which could consequentially provide input data for the developed AGNPS optimization model. Also, the inherent uncertainties in estimating water environmental capacities that can be expressed as possibilistic distributions were reflected and addressed based on computational results of three widely used methods. Such uncertainties were consequentially transferred to the proposed CCCP model based on the adoption of multiple credibility satisfactory levels, significantly facilitating objectivity reflection of decision alternatives. The developed modeling system was then applied to Ulansuhai Nur watershed of Inner Mongolia, a semi-arid river basin in northwestern China. Optimal strategies for AGNPS management in Ulansuhai Nur watershed were generated with consideration of the maximum total agricultural income under multiple policy scenarios. The results showed that the total agricultural income would increase with point source pollution being cut down, and would decrease with rising credibility levels, representing decreasing system violation risks. It was indicated that the higher of total nitrogen/phosphorus discharge being less than water environmental capacity of Ulansuhai Nur, the lower the total agriculture incomes. The proposed methods could help decision makers establish various production patterns with cost-effective agriculture nonpoint source management schemes in the basin of Ulansuhai Nur, and gain in-depth insights into the trade-offs between total agricultural incomes and system reliabilities.

[1]  D. Bowles,et al.  Steady state river quality modeling by sequential extended Kalman filters , 1978 .

[2]  Paul Whitehead,et al.  Quality simulation along river systems (QUASAR): model theory and development , 1997 .

[3]  Yian-Kui Liu,et al.  Expected value of fuzzy variable and fuzzy expected value models , 2002, IEEE Trans. Fuzzy Syst..

[4]  T. O. Barnwell,et al.  Importance of Field Data in Stream Water Quality Modeling Using QUAL2E-UNCAS , 2004 .

[5]  Frank Ewert,et al.  Variability in regional wheat yields as a function of climate, soil and economic variables: Assessing the risk of confounding , 2005 .

[6]  Xu Ai-lan WASP Water Quality Model and its Advance in Research , 2006 .

[7]  Xiaoxia Huang,et al.  Credibility-based chance-constrained integer programming models for capital budgeting with fuzzy parameters , 2006, Inf. Sci..

[8]  Hailong Yin,et al.  The computation approach for water environmental capacity in tidal river network , 2006 .

[9]  Zhou Long-wei Analog Calculation of Nitrogen and Phosphorus Capacities in Wuliangsuhai Water Environment Under Different Mathematic Models , 2007 .

[10]  Risto Lahdelma,et al.  Fuzzy chance constrained linear programming model for optimizing the scrap charge in steel production , 2008, Eur. J. Oper. Res..

[11]  Wei Sun,et al.  Investigation of public's perception towards rural sustainable development based on a two-level expert system , 2009, Expert Syst. Appl..

[12]  Xiaodong Zhang,et al.  Optimal decision schemes for agricultural water quality management planning with imprecise objective , 2009 .

[13]  Sam Drake,et al.  Analysis of Temporal and Spatial Differences in Eco-environmental Carrying Capacity Related to Water in the Haihe River Basins, China , 2010 .

[14]  Minghua Zhang,et al.  A review of vegetated buffers and a meta-analysis of their mitigation efficacy in reducing nonpoint source pollution. , 2009, Journal of environmental quality.

[15]  Yu Tao,et al.  Current status of agricultural and rural non-point source Pollution assessment in China. , 2010, Environmental pollution.

[16]  Zhilin Huang,et al.  Reductions in non-point source pollution through different management practices for an agricultural watershed in the Three Gorges Reservoir Area. , 2010, Journal of environmental sciences.

[17]  Ruzhi Qiu,et al.  Parameter determination to calculate water environmental capacity in Zhangweinan canal sub-basin in China. , 2010, Journal of environmental sciences.

[18]  Luis S. Pereira,et al.  Assessing the groundwater dynamics and impacts of water saving in the Hetao Irrigation District, Yellow River basin , 2010 .

[19]  Yang Cai,et al.  Radial interval chance-constrained programming for agricultural non-point source water pollution control under uncertainty , 2011 .

[20]  Guohe Huang,et al.  An inexact programming approach for supporting ecologically sustainable water supply with the consideration of uncertain water demand by ecosystems , 2011 .

[21]  Guohe Huang,et al.  Possibilistic stochastic water management model for agricultural nonpoint source pollution , 2011 .

[22]  Guohe Huang,et al.  Identification of optimal strategies for improving eco-resilience to floods in ecologically vulnerable regions of a wetland , 2011 .

[23]  Guo H. Huang,et al.  Model-based decision support system for water quality management under hybrid uncertainty , 2011, Expert Syst. Appl..

[24]  G H Huang,et al.  An inexact chance-constrained programming model for water quality management in Binhai New Area of Tianjin, China. , 2011, The Science of the total environment.

[25]  Shengtian Yang,et al.  Coupling Xinanjiang model and SWAT to simulate agricultural non-point source pollution in Songtao watershed of Hainan, China , 2011 .

[26]  Guohe Huang,et al.  Assessment of non-point source pollution using a spatial multicriteria analysis approach , 2011 .

[27]  L. Band,et al.  Tracking nonpoint source nitrogen pollution in human-impacted watersheds. , 2011, Environmental science & technology.

[28]  W. Ying Research on Water Pollution Problem of Liangtanhe Basin Based on MIKE 11 Ecolab Model , 2011 .

[29]  B. Bryan,et al.  Designing a Policy Mix and Sequence for Mitigating Agricultural Non-Point Source Pollution in a Water Supply Catchment , 2011 .

[30]  Tingxi Liu,et al.  The Environment Variation and Analysis of Wuliangsuhai Wetland in Inner Mongolia Autonomous Region , 2012 .

[31]  E. Ongley,et al.  Methodology for agricultural and rural NPS pollution in a typical county of the North China Plain. , 2012, Environmental pollution.

[32]  Richard P. Greene,et al.  Modeling Agricultural Nonpoint Source Pollution Using a Geographic Information System Approach , 2012, Environmental Management.

[33]  Xiangzheng Deng,et al.  Best management practices for agricultural non-point source pollution control using PLOAD in Wuliangsuhai watershed , 2012 .

[34]  Fusuo Zhang,et al.  Agricultural Non-Point Source Pollution in China: Causes and Mitigation Measures , 2012, AMBIO.

[35]  Xingwei Wang,et al.  Hybrid Inexact Optimization Approach with Data Envelopment Analysis for Environment Management and Planning in the City of Beijing, China , 2012 .

[36]  Zhang Lei Study on Water Environment Capacity for Dongliao River Based on WASP , 2012 .

[37]  Zhenyao Shen,et al.  An overview of research on agricultural non-point source pollution modelling in China , 2012 .

[38]  Wen Liu,et al.  Sediment geochemical records of environmental change in Lake Wuliangsu, Yellow River Basin, north China , 2013, Journal of Paleolimnology.

[39]  Long Ma,et al.  Geochemical evidence of the anthropogenic alteration of element composition in lacustrine sediments from Wuliangsu Lake, north China , 2013 .

[40]  Yunzhong Jiang,et al.  Optimal allocation of water quantity and waste load in the Northwest Pearl River Delta, China , 2014, Stochastic Environmental Research and Risk Assessment.

[41]  Li He,et al.  An inexact stochastic optimization model for agricultural irrigation management with a case study in China , 2014, Stochastic Environmental Research and Risk Assessment.

[42]  Guohe Huang,et al.  Coupling fuzzy-chance constrained program with minimax regret analysis for water quality management , 2013, Stochastic Environmental Research and Risk Assessment.

[43]  Jiajun Chen,et al.  A grey-forecasting interval-parameter mixed-integer programming approach for integrated electric-environmental management–A case study of Beijing , 2013 .

[44]  Zhenyao Shen,et al.  Assessment of effects of best management practices on agricultural non-point source pollution in Xiangxi River watershed , 2013 .

[45]  K. Abbaspour,et al.  Assessment of seasonal and spatial variation of surface water quality, identification of factors associated with water quality variability, and the modeling of critical nonpoint source pollution areas in an agricultural watershed , 2013, Journal of Soil and Water Conservation.

[46]  I. Wesström,et al.  Controlled drainage and subirrigation – A water management option to reduce non-point source pollution from agricultural land , 2014 .

[47]  Xinyue Ye,et al.  Urbanization, urban land expansion and environmental change in China , 2014, Stochastic Environmental Research and Risk Assessment.

[48]  Rongrong Xie,et al.  Spatiotemporal distribution of water environmental capacity—a case study on the western areas of Taihu Lake in Jiangsu Province, China , 2014, Environmental Science and Pollution Research.

[49]  Pute Wu,et al.  A framework of indicator system for zoning of agricultural water and land resources utilization: A case study of Bayan Nur, Inner Mongolia , 2014 .

[50]  Guohe Huang,et al.  A PCM-based stochastic hydrological model for uncertainty quantification in watershed systems , 2015, Stochastic Environmental Research and Risk Assessment.

[51]  Guohe Huang,et al.  Development of an inexact two-stage stochastic model with downside risk control for water quality management and decision analysis under uncertainty , 2014, Stochastic Environmental Research and Risk Assessment.

[52]  Changyou Li,et al.  The influence of irrigation and Wuliangsuhai Lake on groundwater quality in eastern Hetao Basin, Inner Mongolia, China , 2014, Hydrogeology Journal.

[53]  Wenxian Guo,et al.  Agricultural non-point source pollution in the Yongding River Basin , 2014 .