131
Views
8
CrossRef citations to date
0
Altmetric
Research articles

Determining the robust optimal set of BMPs for urban runoff management in data-poor catchments

ORCID Icon &
Pages 1180-1203 | Received 14 Oct 2016, Accepted 22 May 2017, Published online: 06 Jul 2017

References

  • Barco, J., K. M. Wong, and M. K. Stenstrom. 2008. “Automatic Calibration of the US EPA SWMM Model for a Large Urban Catchment.” International Journal of Hydraulic Engineering 134: 466–474.
  • Behroozi, A., M. H. Niksokhan, and M. Nazariha. 2015. “Developing a Simulation-Optimisation Model for Quantitative and Qualitative Control of Urban Run-Off Using Best Management Practices.” Journal of Flood Risk Management. doi:10.1111/jfr3.12210
  • Chahar, B. R., D. Graillot, and S. Gaur. 2012. “Storm-Water Management through Infiltration Trenches.” Journal of Irrigation and Drainage Engineering 138: 274–281.
  • Chen, Z., and N. Goldscheider. 2014. “Modeling Spatially and Temporally Varied Hydraulic Behavior of a Folded Karst System with Dominant Conduit Drainage at Catchment Scale, Hochifen–Gottesacker, Alps.” Journal of Hydrology 514: 41–52.
  • Chichakly, K. J., W. B. Bowden, and M. J. Eppstein. 2013. “Minimization of Cost, Sediment Load, and Sensitivity to Climate Change in a Watershed Management Application.” Environmental Modelling and Software 50: 158–168.
  • Damodaram, C., and E. M. Zechman. 2013. “Simulation-Optimization Approach to Design Low Impact Development for Managing Peak Flow Alterations in Urbanizing Watersheds.” Journal of Water Resources Planning and Management 139: 290–298.
  • Davis, A. P. 2005. “Green Engineering Principles Promote Low-Impact Development.” Environmental Science and Technology 39 (16): 338A–344A.
  • Deb, K. 2001. Multi-Objective Optimization using Evolutionary Algorithms. Chichester: John Wiley and Sons.
  • Deb, K., and R. B. Agrawal. 1995. “Simulated Binary Crossover for Continuous Search Space.” Complex Systems 9: 115–148.
  • Deb, K., and S. Agrawal. 1999. “A Niched-Penalty Approach for Constraint Handling in Genetic Algorithm.” In Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Portorož, Slovenia, 1999, edited by A. Dobnikar, N.C. Steele, D.W. Pearson, R.F. Albrecht, 235–243. Portoroz: Springer.
  • Deb, K., and A. Kumar. 1995. “Real-Coded Genetic Algorithms with Simulated Binary Crossover : Studies on Multimodal and Multiobjective Problems.” Complex Systems 9: 431–454.
  • Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II.” IEEE Transactions on Evolutionary Computation 6(2): 182–197. http://ieeexplore.ieee.org/document/996017/
  • Dessai, S., and M. Hulme. 2007. “Assessing the Robustness of Adaptation Decisions to Climate Change Uncertainties: A Case Study on Water Resources Management in the East of England.” Global Environmental Change 17: 59–72.
  • Fallahi Zarandi, A. 2013. “Selection the Optimum Combination of Best Management Practices (BMPs) with Economic Considerations in Improving the Quality of Urban Runoff in Tehran.” PhD diss., College of Engineering. Kharazmi University.
  • Fuller, M. M., L. J. Gross, S. M. Duke-Sylvester, and M. Palmer. 2008. “Testing the Robustness of Management Decisions to Uncertainty: Everglades Restoration Scenarios.” Ecological Applications 18 :711–723.
  • Ghahroudi Tali, M., M. R. Sarvati, M. Sarrafi, M. Pourmousavi, and K. Derafshi. 2012. “Flood Vulnerability Assessment in Tehran City.” Journal of Rescue Religion 4: 79–92.
  • Ghodsi, H., S. Malakpour, R. Kerachian, and M.R. Nikoo. 2014. “Surface Runoff Management Using Best Management Practices, Case Study of Tehran”. Paper presented at the 8th National Conference on Civil Engineering, Babol, Iran, May 7-8.
  • Grady, C. A., A. P. Reimer, J. Frankenberger, and L. S. Prokopy. 2013. “Locating Existing Best Management Practices within a Watershed: The Value of Multiple Methods.” Journal of the American Water Resources Association/AWRA 49 (4): 883–895.
  • Gülbaz, S., and C. M. Kazezyılmaz-Alhan. 2013. “Calibrated Hydrodynamic Model for Sazlıdere Watershed in Istanbul and Investigation of Urbanization Effects.” Journal of Hydrologic Engineering 18: 75–84.
  • Guo, H., K. Jeong, J. Lim, J. Jo, Y. M. Kim, J. Park, J. H. Kim, and K. H. Cho. 2015. “Prediction of Effluent Concentration in a Wastewater Treatment Plant using Machine Learning Models.” Journal of Environmental Sciences 32: 90–101.
  • Huang, X., W. Liao, X. Lei, Y. Jia, Y. Wang, X. Wang, Y. Jiang, and H. Wang. 2014. “Parameter Optimization of Distributed Hydrological Model with a Modified Dynamically Dimensioned Search Algorithm.” Environmental Modelling and Software 52: 98–110.
  • Hyde, K. M., H.R. Maier, and C. Colby. 2004. “Reliability-Based Approach to Multicriteria Decision Analysis for Water Resources.” Journal of Water Resources Planning and Management 130 (6): 429–438.
  • James, M. B., and R. L. Dymond. 2012. “Bioretention Hydrologic Performance in an Urban Stormwater Network.” Journal of Hydrologic Engineering 17: 431–436.
  • Jebari, K., and M. Madiafi. 2013. “Selection Methods for Genetic Algorithms.” International Journal of Emerging Sciences 3: 333–344.
  • Jia, H., Y. Lu, S. L. Yu, and Y. Chen. 2012. “Planning of LID-BMPs for Urban Runoff Control: The Case of Beijing Olympic Village.” Separation and Purification Technology 84:112–119.
  • Jia, H., H. Yao, and S. L. Yu. 2013. “Advances in LID BMPs: Research and Practices for Urban Runoff Control in China.” Frontiers of Environmental Science and Engineering 7 (5): 709–720.
  • Karamouz, M., A. Hosseinpour, and S. Nazif. 2011. “Improvement of Urban Drainage System Performance under Climate Change Impact: Case Study.” Journal of Hydrologic Engineering 16: 395–412.
  • Karamouz, M., A. Moridi, and S. Nazif. 2010. Urban Water Engineering and Management. Boca Raton, FL: CRC Press.
  • Karamouz, M., and S. Nazif. 2013. “Reliability-Based Flood Management in Urban Watersheds Considering Climate Change Impacts.” Journal of Water Resources Planning and Management 139: 520–533.
  • Karamouz, M., S. Nazif, and M. Falahi. 2012. Hydrology and Hydroclimatalogy: Principles and Applications. New York: CRC Press.
  • Kavousi, S. S., M. Vafakhah, and M. H. Mahdian. 2013. “Evaluation of Some Infiltration Models for Different Land Uses in Kojour Watershed”. Irrigation and Water Engineering 4 (13): 1–13.
  • Kellogg, D., M. E. Esten, L. Joubert, and A. Gold. 2006. “Database Development, Hydrologic Budget and Nutrient Loading Assumptions for the ‘Method for Assessment, Nutrient-loading And Geographic Evaluation of Nonpoint Pollution’ (MANAGE) Including the GIS-Based Pollution Risk Assessment Method.” Rhode Island: University of Rhode Island.
  • Krebs, G., T. Kokkonen, M. Valtanen, H. Setälä, and H. Koivusalo. 2014. “Spatial Resolution Considerations for Urban Hydrological Modelling.” Journal of Hydrology 512: 482–497.
  • Kurkalova, L. A. 2015. “Cost-Effective Placement of Best Management Practices in a Watershed: Lessons Learned from Conservation Effects Assessment Project.” Journal of the American Water Resources Association/AWRA 51 (2): 359–372.
  • Lei, X., Y. Tian, W. Liao, W. Bai, Y. W. Jia, Y. Z. Jiang, and H. Wang. 2012. “Development of an AutoWEP Distributed Hydrological Model and its Application to the Upstream Catchment of the Miyun Reservoir.” Computers and Geosciences 44: 203.
  • Mahab, G. 2011. Tehran Stormwater Management Master Plan. (In Farsi) Tehran, Iran: Tehran Engineering Technical Consulting Organization.
  • Mancipe-Munoz, N. A., S. G. Buchberger, M. T. Suidan, and T. Lu. 2014. “Calibration of Rainfall-Runoff Model in Urban Watersheds for Stormwater Management Assessment.” Journal of Water Resources Planning and Management 140 (6): 05014001.
  • Mao, X., H. Jia, and S. Yu. 2016. “Assessing the Ecological Benefits of Aggregate LID-BMPs Through Modelling.” Ecological Modelling 353: 139–149. doi: 10.1016/j.ecolmodel.2016.10.018
  • Moghadamnia, A., A. Sepahvand, M. Lashani Zand, and M. Rostami Khalaj. 2015. “Application of Artificial Neural Networks Technique to Infiltration Determination Based on SCS and Kostiakov Models' Parameters.” Desert Ecosystem Engineering Journal 4 (6): 77–86.
  • Moura, N. C. B., P. R. M. Pellegrino, and J. R. S. Martins. 2016. “Best Management Practices as an Alternative for Flood and Urban Storm Water Control in a Changing Climate.” Journal of Flood Risk Management 9 (3): 243–254.
  • Narula, K. K., and A. K. Gosain. 2013. “Modeling Hydrology, Groundwater Recharge and Non-Point Nitrate Loadings in the Himalayan Upper Yamuna Basin.” Science of the Total Environment 468–469: S102–S116.
  • Nazif, S. 2011. “Development of an Algorithm for Evaluation of Climate Change Impact on Urban Water Cycle.” PhD diss. College of Engineering, School of Civil Engineering, University of Tehran.
  • Ravalico, J. K., G. C. Dandy, and H. R. Maier. 2010. “Management Option Rank Equivalence (MORE) – A New Method of Sensitivity Analysis for Decision-Making.” Environmental Modelling and Software 25: 171–181.
  • Rossman, L. A. 2010. “Storm Water Management Model User's Manual Version 5.0. U.S. Environmental Protection Agency, EPA/600/R-05/040.” Accessed June 26, 2015. http://www2.epa.gov/water-research/storm-water-management-model-swmm#applications.
  • Rudenko, O., and M. Schoenauer. 2004. “A Steady Performance Stopping Criterion for Pareto-Based Evolutionary Algorithms.” Paper presented at the 6th International Multi-Objective Programming and Goal Programming Conference, Hammamet, Tunisia, April 14–16.
  • SFWMD (South Florida Water Management District). 2002. Best Management Practices for South Florida Urban Stormwater Management Systems. West Palm Beach, FL: South Florida Water Management District.
  • Shi, X., A. W. Wood, and D. P. Lettenmaier. 2008. “How Essential is Hydrologic Model Calibration to Seasonal Streamflow Forecasting?” Journal of Hydrometeorology 9 (6): 1350–1363.
  • Shinma, T. A., and L. F. R. Reis. 2011. “Multiobjective Automatic Calibration of the Storm Water Management Model (SWMM) Using Non-Dominated Sorting Genetic Algorithm II (NSGA-II).” Paper presented at the World Environmental and Water Resources Congress, Palm Springs, May 22–26.
  • Soleimani, L., A. Haghizadeh, and H. Zeinivand. 2014. “The Determination of the Best Models to Estimate the Infiltration in Various Land Uses for Optimum Management of Watersheds.” Journal of Watershed Management Research 7 (13): 33–41.
  • Soltani, M. 2009. “Water Quality Modeling of Urban Streams.” PhD diss., Sharif University of Technology.
  • Steffen, J., M. Jensen, C. A. Pomeroy, and S. J. Burian. 2013. “Water Supply and Stormwater Management Benefits of Residential Rainwater Harvesting in US Cities.” Journal of the American Water Resources Association/AWRA 49: 810–824.
  • Tian, Y., Y. Zheng, B. Wu, X. Wu, J. Liu, and C. Zheng. 2015. “Modeling Surface Water-Groundwater Interaction in Arid and Semi-Arid Regions with Intensive Agriculture.” Environmental Modelling and Software 63: 170–184.
  • Urban Drainage and Flood Control District. 2010. Urban Storm Drainage Criteria Manual Volume3, Best Management Practices. Denver, CO: Water Resources Publications.
  • Van Griensven, A., T. Meixner, S. Grunwald, T. Bishop, M. Diluzio, and R. Srinivasan. 2006. “A Global Sensitivity Analysis Tool for the Parameters of Multi-Variable Catchment Models.” Journal of Hydrology 324: 10–23.
  • Vatanparast, M. 2011. “Qualitative Modeling of Urban Stormwater and Receiving Lakes.” PhD diss., Sharif University of Technology.
  • Walsh, T. C., C. A. Pomeroy, and S. J. Burian. 2014. “Hydrologic Modeling Analysis of a Passive, Residential Rainwater Harvesting Program in an Urbanized, Semi-Arid Watershed.” Journal of Hydrology 508: 240–253.
  • Wan, B. 2001. Auto-Calibration of SWMM Runoff Using Sensitivity-Based Genetic Algorithm. Master's thesis, University of Guelph, Canada.
  • Westerberg, I. K., J.-L. Guerrero, P. M. Younger, K. J. Beven, J. Seibert, S. Halldin, and C.-Y. Xu. 2011. “Calibration of Hydrological Models Using Flow-Duration Curves.” Hydrology and Earth System Sciences 15 (7): 2205–2227.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.