Monte Carlo Simulation–Aided Analytic Hierarchy Process Approach: Case Study of Assessing Preferred Non-Point-Source Pollution Control Best Management Practices

AbstractThis paper presents an innovative Monte Carlo simulation—aided analytical hierarchy process (MC-AHP) approach by integrating the beta-PERT distribution, pairwise comparison, and Monte Carlo simulation. A case study related to non-point-source pollution management in southwest China is used to demonstrate the applicability of the proposed approach. Five alternative best management practices (BMPs) (i.e., constructed wetlands technology, conservation tillage, fertilizer and pesticide management, irrigation management, and livestock grazing management) are evaluated by experts using a number of criteria such as reliability, capital costs, and environmental benefits. Statistical analysis indicates that conservation tillage has the highest score (0.25–0.36) in most replications, and its overlap with the second-best alternative is statistically negligible. Constructed wetlands technology, along with fertilizer and pesticide management, are mostly found as the second- and third-best alternatives, with sc...

[1]  J. Antony,et al.  Modified analytic hierarchy process to incorporate uncertainty and managerial aspects , 2004 .

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

[3]  X. Wang,et al.  Modeling for point-non-point source effluent trading: perspective of non-point sources regulation in China. , 2002, The Science of the total environment.

[4]  I. Maqsood,et al.  ASRWM: an arid/semiarid region water management model , 2005 .

[5]  Jan Diels,et al.  Soil functioning and conservation tillage in the Belgian Loam Belt , 2012 .

[6]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[7]  Atac Bascetin,et al.  A decision support system using analytical hierarchy process (AHP) for the optimal environmental reclamation of an open-pit mine , 2007 .

[8]  Chian-Son Yu,et al.  A GP-AHP method for solving group decision-making fuzzy AHP problems , 2002, Comput. Oper. Res..

[9]  T. Koontz,et al.  Reducing Nonpoint Source Pollution Through Collaboration: Policies and Programs Across the U.S. States , 2008, Environmental management.

[10]  Thomas L. Saaty,et al.  Time dependent decision-making; dynamic priorities in the AHP/ANP: Generalizing from points to functions and from real to complex variables , 2007, Math. Comput. Model..

[11]  T. Saaty.  Risk-Its Priority and Probability: The Analytic Hierarchy Process , 1987 .

[12]  Gareth Coates,et al.  Modelling of post-fragmentation waste stream processing within UK shredder facilities. , 2009, Waste management.

[13]  Erin S. Brooks,et al.  Dynamic riparian buffer widths from potential non-point source pollution areas in forested watersheds , 2008 .

[14]  D. Malcolm,et al.  Application of a Technique for Research and Development Program Evaluation , 1959 .

[15]  Cao Wenzhi.  Testing AGNPS for water quality modeling in agricultural catchment in southeast of China , 2002 .

[16]  P. Capell,et al.  Decision-Making Techniques , 2008 .

[17]  Bing Chen,et al.  FSILP: fuzzy-stochastic-interval linear programming for supporting municipal solid waste management. , 2011, Journal of environmental management.

[18]  Bing Chen,et al.  Wetland Monitoring, Characterization and Modelling under Changing Climate in the Canadian Subarctic , 2011 .

[19]  J. Buckley,et al.  Fuzzy hierarchical analysis , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[20]  ChenBing,et al.  A review of ballast water management practices and challenges in harsh and arctic environments , 2012 .

[21]  Bhargab Maitra,et al.  Valuing Urban Bus Attributes: An Experience in Kolkata , 2006 .

[22]  R Ramanathan,et al.  A note on the use of the analytic hierarchy process for environmental impact assessment. , 2001, Journal of environmental management.

[23]  Tsuen-Ho Hsu,et al.  Application of Monte Carlo AHP in ranking dental quality attributes , 2009, Expert Syst. Appl..

[24]  Martin A. Locke,et al.  Microbial and vegetative changes associated with development of a constructed wetland , 2012 .

[25]  P. Tadikamalla,et al.  The Analytic Hierarchy Process in an uncertain environment: A simulation approach , 1996 .

[26]  Eun-Sung Chung,et al.  Prioritization of water management for sustainability using hydrologic simulation model and multicriteria decision making techniques. , 2009, Journal of environmental management.

[27]  P. Cressey,et al.  Risk Ranking for Foodborne Microbial Hazards in New Zealand: Burden of Disease Estimates , 2010, Risk analysis : an official publication of the Society for Risk Analysis.

[28]  Bing Chen,et al.  Field Investigation and Hydrological Modelling of a Subarctic Wetland - the Deer River Watershed , 2011 .

[29]  James Zollweg,et al.  Detecting Effects of Best Management Practices on Rain Events Generating Nonpoint Source Pollution in Agricultural Watersheds Using a Physically-Based Stratagem , 2009 .

[30]  Linda M. Haines,et al.  A statistical approach to the analytic hierarchy process with interval judgements. (I). Distributions on feasible regions , 1998, Eur. J. Oper. Res..

[31]  Júlíus Sólnes,et al.  Environmental quality indexing of large industrial development alternatives using AHP , 2003 .

[32]  J. Galliehand,et al.  Water quality improvement at the watershed scale in an animal production area , 1998 .

[33]  L. Prokopy,et al.  Why farmers adopt best management practice in the United States: a meta-analysis of the adoption literature. , 2012, Journal of environmental management.

[34]  G. S. Zhang,et al.  Relationship between soil structure and runoff/soil loss after 24 years of conservation tillage , 2007 .

[35]  Michael D. Kaplowitz,et al.  Stakeholder preferences for best management practices for non-point source pollution and stormwater control , 2012 .

[36]  E. Rosenbloom.  A probabilistic interpretation of the final rankings in AHP , 1997 .

[37]  Jonghwa Ham,et al.  Modeling the effects of constructed wetland on nonpoint source pollution control and reservoir water quality improvement. , 2010, Journal of environmental sciences.

[38]  José M. Merigó,et al.  New decision-making techniques and their application in the selection of financial products , 2010, Inf. Sci..

[39]  Beyza Ahlatçioglu Ozkok,et al.  Fuzzy portfolio selection using fuzzy analytic hierarchy process , 2009, Inf. Sci..

[40]  Josef Jablonsky,et al.  Measuring the efficiency of production units by AHP models , 2007, Math. Comput. Model..

[41]  Brian Kronvang,et al.  Buffer strip width and agricultural pesticide contamination in Danish lowland streams: Implications for stream and riparian management , 2011 .

[42]  Paul Goodwin,et al.  Decision Analysis for Management Judgment , 1998 .

[43]  Amer Momani,et al.  Material Handling Equipment Selection using Hybrid Monte Carlo Simulation and Analytic Hierarchy Process , 2011 .

[44]  D. Chang.  Applications of the extent analysis method on fuzzy AHP , 1996 .

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

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

[47]  D. Meals,et al.  Lag time in water quality response to best management practices: a review. , 2010, Journal of environmental quality.

[48]  Guohe Huang,et al.  Hybrid Fuzzy-Stochastic Modeling Approach for Assessing Environmental Risks at Contaminated Groundwater Systems , 2003 .

[49]  Guiqin Wang,et al.  Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. , 2009, Journal of environmental management.

[50]  Jati K. Sengupta,et al.  Decision Analysis for Management , 1985 .

[51]  Yiming Li,et al.  Eutrophication of Lake Waters in China: Cost, Causes, and Control , 2010, Environmental management.

[52]  Guohe Huang,et al.  Pesticide-loss Simulation and Health Risk Assessment during the Flood Season in Watershed Systems , 2005 .

[53]  Richard A C Cooke,et al.  Assessment of management alternatives on a small agricultural watershed , 1997 .

[54]  P. Nowak,et al.  Landscape Planning for Agricultural Nonpoint Source Pollution Reduction I: A Geographical Allocation Framework , 2008, Environmental management.

[55]  Indrajeet Chaubey,et al.  Application of a Multi-Objective Optimization Method to Provide Least Cost Alternatives for NPS Pollution Control , 2011, Environmental management.