Optimizing the cost-effectiveness of low impact development (LID) practices using an analytical probabilistic approach

References

• Bacchi, B., M. Balistrocchi, and G. Grossi. 2008. “Proposal of a Semi-probabilistic Approach for Storage Facility Design.” Urban Water Journal 5 (3): 195–208. doi:10.1080/15730620801980723.
   Web of Science ®Google Scholar
• Behera, P. K., B. J. Adams, and J. Y. Li. 2006. “Runoff Quality Analysis of Urban Catchments with Analytical Probabilistic Models.” Journal of Water Resources Planning and Management 132 (1): 4–14. doi:10.1061/(ASCE)0733-9496(2006)132:1(4).
   Web of Science ®Google Scholar
• Brown, R. A., D. E. Line, and W. F. Hunt. 2011. “LID Treatment Train: Pervious Concrete with Subsurface Storage in Series with Bioretention and Care with Seasonal High-water Tables.” Journal of Environmental Engineering 138 (6): 689–697. doi:10.1061/(ASCE)EE.1943-7870.0000506.
   Web of Science ®Google Scholar
• Chui, T. F. M., X. Liu, and W. Zhan. 2016. “Assessing Cost-effectiveness of Specific LID Practice Designs in Response to Large Storm Events.” Journal of Hydrology 533: 353–364. doi:10.1016/j.jhydrol.2015.12.011.
   Web of Science ®Google Scholar
• Deb, K., A. Pratap, S. Agarwal, and T. A. M. T. Meyarivan. 2002. “A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II.” IEEE Transactions on Evolutionary Computation 6 (2): 182–197. doi:10.1109/4235.996017.
   Web of Science ®Google Scholar
• Delgarm, N., B. Sajadi, S. Delgarm, and F. Kowsary. 2016. “A Novel Approach for the Simulation-based Optimization of the Buildings Energy Consumption Using NSGA-II: Case Study in Iran.” Energy and Buildings 127: 552–560. doi:10.1016/j.enbuild.2016.05.052.
   Web of Science ®Google Scholar
• Goncalves, M., J. Zischg, S. Rau, M. Sitzmann, W. Rauch, and M. Kleidorfer. 2018. “Modeling the Effects of Introducing Low Impact Development in A Tropical City: A Case Study from Joinville, Brazil.” Sustainability 10 (3): 728.
   Web of Science ®Google Scholar
• Guo, R., Y. Guo, and J. Wang. 2018. “Stormwater Capture and Antecedent Moisture Characteristics of Permeable Pavements.” Hydrological Processes 32 (17): 2708–2720. doi:10.1002/hyp.13213.
   Web of Science ®Google Scholar
• Guo, Y. 2016. “Stochastic Analysis of Hydrologic Operation of Green Roofs.” Journal of Hydrologic Engineering 21 (7): 04016016. doi:10.1061/(ASCE)HE.1943-5584.0001371.
   Web of Science ®Google Scholar
• Guo, Y., and B. J. Adams. 1998. “Hydrologic Analysis of Urban Catchments with Event‐based Probabilistic Models: 1. Runoff Volume.” Water Resources Research 34 (12): 3421–3431. doi:10.1029/98WR02449.
   Web of Science ®Google Scholar
• Guo, Y., and M. Markus. 2011. “Analytical Probabilistic Approach for Estimating Design Flood Peaks of Small Watersheds.” Journal of Hydrologic Engineering 16 (11): 847–857. doi:10.1061/(ASCE)HE.1943-5584.0000380.
   Web of Science ®Google Scholar
• Guo, Y., S. Zhang, and S. Liu. 2014. “Runoff Reduction Capabilities and Irrigation Requirements of Green Roofs.” Water Resources Management 28 (5): 1363–1378. doi:10.1007/s11269-014-0555-9.
   Web of Science ®Google Scholar
• Honda, S., T. Igarashi, and Y. Narita. 2013. “Multi-objective Optimization of Curvilinear Fiber Shapes for Laminated Composite Plates by Using NSGA-ii.” Composites Part B: Engineering 45 (1): 1071–1078. doi:10.1016/j.compositesb.2012.07.056.
   Web of Science ®Google Scholar
• Jia, H., Y. Lu, L. Y. Shaw, 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. doi:10.1016/j.seppur.2011.04.026.
   Web of Science ®Google Scholar
• Jia, H., Z. Wang, X. Zhen, M. Clar, and L. Y. Shaw. 2017. “China’s Sponge City Construction: A Discussion on Technical Approaches.” Frontiers of Environmental Science & Engineering 11 (4): 18. doi:10.1007/s11783-017-0984-9.
   Web of Science ®Google Scholar
• Kong, F., Y. Ban, H. Yin, P. James, and I. Dronova. 2017. “Modeling Stormwater Management at the City District Level in Response to Changes in Land Use and Low Impact Development.” Environmental Modelling & Software 95: 132–142. doi:10.1016/j.envsoft.2017.06.021.
   Web of Science ®Google Scholar
• Li, J., C. Jiang, T. Lei, and Y. Li. 2016. “Experimental Study and Simulation of Water Quality Purification of Urban Surface Runoff Using Non-vegetated Bioswales.” Ecological Engineering 95: 706–713. doi:10.1016/j.ecoleng.2016.06.060.
   Web of Science ®Google Scholar
• Liao, X., J. Zheng, C. Huang, and G. Huang. 2018. “Approach for Evaluating LID Measure Layout Scenarios Based on Random Forest: Case of Guangzhou—China.” Water 10 (7): 894. doi:10.3390/w10070894.
   Web of Science ®Google Scholar
• Liao, Z., H. Chen, F. Huang, and H. Li. 2015. “Cost–effectiveness Analysis on LID Measures of a Highly Urbanized Area.” Desalination and Water Treatment 56 (11): 2817–2823.
   Web of Science ®Google Scholar
• Liu, Y., R. Cibin, V. F. Bralts, I. Chaubey, L. C. Bowling, and B. A. Engel. 2016. “Optimal Selection and Placement of BMPs and LID Practices with a Rainfall-runoff Model.” Environmental Modelling & Software 80: 281–296. doi:10.1016/j.envsoft.2016.03.005.
   Web of Science ®Google Scholar
• Mai, Y., M. Zhang, W. Chen, X. Chen, G. Huang, and D. Li. 2018. “Experimental Study on the Effects of LID Measures on the Control of Rainfall Runoff.” Urban Water Journal 15 (9): 827–836. doi:10.1080/1573062X.2018.1561912.
   Web of Science ®Google Scholar
• Martin Mikle, C. J., K. M. de Beurs, J. P. Julian, and P. M. Mayer. 2015. “Identifying Priority Sites for Low Impact Development (LID) in a Mixed-use Watershed.” Landscape and Urban Planning 140: 29–41. doi:10.1016/j.landurbplan.2015.04.002.
   Web of Science ®Google Scholar
• Mei, C., J. Liu, H. Wang, Z. Yang, X. Ding, and W. Shao. 2018. “Integrated Assessments of Green Infrastructure for Flood Mitigation to Support Robust Decision-making for Sponge City Construction in an Urbanized Watershed.” Science of the Total Environment 639: 1394–1407. doi:10.1016/j.scitotenv.2018.05.199.
   PubMed Web of Science ®Google Scholar
• MOHURD (Ministry of Housing and Urban-Rural Development of the People’s Republic of China). 2014. Sponge City Sponge City Construction Technology Guide. Beijing. in Chinese.
   Google Scholar
• Oraei Zare, S., B. Saghafian, and A. Shamsai. 2012. “Multi-objective Optimization for Combined Quality–quantity Urban Runoff Control.” Hydrology and Earth System Sciences 16 (12): 4531–4542. doi:10.5194/hess-16-4531-2012.
   Web of Science ®Google Scholar
• Qin, H. P., Y. N. Peng, Q. L. Tang, and S. L. Yu. 2016. “A HYDRUS Model for Irrigation Management of Green Roofs with A Water Storage Layer.” Ecological Engineering 95: 399–408. doi:10.1016/j.ecoleng.2016.06.077.
   Web of Science ®Google Scholar
• Sample, D. J., J. P. Heaney, L. T. Wright, C. Y. Fan, F. H. Lai, and R. Field. 2003. “Costs of Best Management Practices and Associated Land for Urban Stormwater Control.” Journal of Water Resources Planning and Management 129 (1): 59–68. doi:10.1061/(ASCE)0733-9496(2003)129:1(59).
   Web of Science ®Google Scholar
• Shahriari, M. 2016. “Multi-objective Optimization of Discrete Time–cost Tradeoff Problem in Project Networks Using Non-dominated Sorting Genetic Algorithm.” Journal of Industrial Engineering International 12 (2): 159–169. doi:10.1007/s40092-016-0148-8.
   Google Scholar
• She, N., and J. Pang. 2009. “Physically Based Green Roof Model.” Journal of Hydrologic Engineering 15 (6): 458–464. doi:10.1061/(ASCE)HE.1943-5584.0000138.
   Web of Science ®Google Scholar
• Tavakol Davani, H. E., H. Tavakol-Davani, S. J. Burian, B. J. McPherson, and M. E. Barber. 2019. “Green Infrastructure Optimization to Achieve Pre-development Conditions of a Semiarid Urban Catchment.” Environmental Science: Water Research & Technology 5 (6): 1157–1171.
   Google Scholar
• Vineyard, D., W. W. Ingwersen, T. R. Hawkins, X. Xue, B. Demeke, and W. Shuster. 2015. “Comparing Green and Grey Infrastructure Using Life Cycle Cost and Environmental Impact: A Rain Garden Case Study in Cincinnati, OH.” JAWRA Journal of the American Water Resources Association 51 (5): 1342–1360. doi:10.1111/1752-1688.12320.
   Web of Science ®Google Scholar
• Wang, H., C. Mei, J. Liu, and W. Shao. 2018. “A New Strategy for Integrated Urban Water Management in China: Sponge City.” Science China Technological Sciences 61 (3): 317–329. doi:10.1007/s11431-017-9170-5.
   Web of Science ®Google Scholar
• Xie, J., H. Chen, Z. Liao, X. Gu, D. Zhu, and J. Zhang. 2017. “An Integrated Assessment of Urban Flooding Mitigation Strategies for Robust Decision Making.” Environmental Modelling & Software 95: 143–155.
   Web of Science ®Google Scholar
• Yang, Y., and T. F. M. Chui. 2018. “Integrated Hydro-environmental Impact Assessment and Alternative Selection of Low Impact Development Practices in Small Urban Catchments.” Journal of Environmental Management 223: 324–337. doi:10.1016/j.jenvman.2018.06.021.
   PubMed Web of Science ®Google Scholar
• Yusoff, Y., M. S. Ngadiman, and A. M. Zain. 2011. “Overview of NSGA-II for Optimizing Machining Process Parameters.” Procedia Engineering 15: 3978–3983. doi:10.1016/j.proeng.2011.08.745.
   Google Scholar
• Zeng, J., and G. Huang. 2018. “Set Pair Analysis for Karst Waterlogging Risk Assessment Based on AHP and Entropy Weight.” Hydrology Research 49 (4): 1143–1155. doi:10.2166/nh.2017.265.
   Web of Science ®Google Scholar
• Zhang, G., J. M. Hamlett, P. Reed, and Y. Tang. 2013. “Multi-objective Optimization of Low Impact Development Designs in an Urbanizing Watershed.” Open Journal of Optimization 2 (4): 95–108. doi:10.4236/ojop.2013.24013.
   Google Scholar
• Zhang, S., and Y. Guo. 2012a. “Analytical Probabilistic Model for Evaluating the Hydrologic Performance of Green Roofs.” Journal of Hydrologic Engineering 18 (1): 19–28. doi:10.1061/(ASCE)HE.1943-5584.0000593.
   Web of Science ®Google Scholar
• Zhang, S., and Y. Guo. 2012b. “Explicit Equation for Estimating Storm-water Capture Efficiency of Rain Gardens.” Journal of Hydrologic Engineering 18 (12): 1739–1748. doi:10.1061/(ASCE)HE.1943-5584.0000734.
   Web of Science ®Google Scholar
• Zhang, S., and Y. Guo. 2014a. “Analytical Equation for Estimating the Stormwater Capture Efficiency of Permeable Pavement Systems.” Journal of Irrigation and Drainage Engineering 141 (4): 06014004. doi:10.1061/(ASCE)IR.1943-4774.0000810.
   Web of Science ®Google Scholar
• Zhang, S., and Y. Guo. 2014b. “Stormwater Capture Efficiency of Bioretention Systems.” Water Resources Management 28 (1): 149–168. doi:10.1007/s11269-013-0477-y.
   Web of Science ®Google Scholar