Technical Papers
May 9, 2023

A Flood-Attenuating Impervious Surface Layout Planning Framework: Integrated Storm Water Management Model with Harmony Search

Publication: Journal of Water Resources Planning and Management
Volume 149, Issue 7

Abstract

The increased impervious surface in an urban system is considered to have significant impacts on hydrological processes, while the impact of the imperviousness spatial distribution on the regional rainstorm flood process is yet to be comprehended. We propose a spatial allocation optimization system coupled with a harmony search algorithm (HS) and storm water management model (SWMM) to search the optimal imperviousness layout. The new optimization system was applied in an experimental site with an area of 0.5  km2. The distribution characteristics of the model-projected optimized imperviousness layout were analyzed. The main findings are as follows: (1) the flood peak in the outlet section can be effectively reduced by 4.01% to 35.62% merely through a reasonable optimized layout, without changing the scale of construction land; (2) in the optimized imperviousness layout scheme set, the pattern where the imperviousness is concentrated at both ends of the catchments is dominant for lighter rainfalls, while the pattern where the imperviousness is centered in the middle reaches is dominant for heavier rainfalls; and (3) in small rainfall events, with the increase of the average flow distance of the imperviousness, the flood peak tends to decrease first and then increase; in intensive rainfall events, it is almost the opposite. The findings can provide scientific guidance for flood control design in new town planning and old city reconstruction.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

All data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

The authors would like to acknowledge the financial support for this work provided by the National Natural Science Foundation of China (Grant Nos. 51779165 and 42072287) and the State Key Laboratory of Hydraulic Engineering Simulation and Safety (Grant No. HESS-2222).

References

Adham, M. I., S. M. Shirazi, F. Othman, S. Rahman, Z. Yusop, and Z. Ismail. 2014. “Runoff potentiality of a watershed through SCS and functional data analysis technique.” Sci. World J. 2014: 379763. https://doi.org/10.1155/2014/379763.
Awadalla, M., A. O. Abd El Halim, Y. Hassan, I. Bashir, and F. Pinder. 2017. “Field and laboratory permeability of asphalt concrete pavements.” Can. J. Civ. Eng. 44 (4): 233–243. https://doi.org/10.1139/cjce-2016-0143.
Bashiri-Atrabi, H., K. Qaderi, D. E. Rheinheimer, and E. Sharifi. 2015. “Application of harmony search algorithm to reservoir operation optimization.” Water Resour. Manage. 29 (15): 5729–5748. https://doi.org/10.1007/s11269-015-1143-3.
Berland, A., S. A. Shiflett, W. D. Shuster, A. S. Garmestani, H. C. Goddard, D. L. Herrmann, and M. E. Hopton. 2017. “The role of trees in urban stormwater management.” Landscape Urban Plann. 162 (Jun): 167–177. https://doi.org/10.1016/j.landurbplan.2017.02.017.
Bian, G. D., J. K. Du, M. M. Song, Y. P. Xu, S. P. Xie, W. L. Zheng, and C.-Y. Xu. 2017. “A procedure for quantifying runoff response to spatial and temporal changes of impervious surface in Qinhuai River basin of southeastern China.” Catena 157 (Oct): 268–278. https://doi.org/10.1016/j.catena.2017.05.023.
Bruwier, M., C. Maravat, A. Mustafa, J. Teller, M. Pirotton, S. Erpicum, P. Archambeau, and B. Dewals. 2020. “Influence of urban forms on surface flow in urban pluvial flooding.” J. Hydrol. 582 (Mar): 124493. https://doi.org/10.1016/j.jhydrol.2019.124493.
Campisano, A., E. Creaco, and C. Modica. 2016. “Application of real-time control techniques to reduce water volume discharges from quality-oriented CSO devices.” J. Environ. Eng. 142 (1): 04015049. https://doi.org/10.1061/(ASCE)EE.1943-7870.0001013.
Cao, R., F. Li, and P. Feng. 2020a. “Exploring the hydrologic response to the urban building coverage ratio by model simulation.” Theor. Appl. Climatol. 140 (3): 1005–1015. https://doi.org/10.1007/s00704-020-03139-x.
Cao, R., F. Li, and P. Feng. 2020b. “Impact of urbanization on precipitation in north Haihe basin, China.” Atmosphere 11 (1): 16. https://doi.org/10.3390/atmos11010016.
Coxon, G., J. Freer, I. K. Westerberg, T. Wagener, R. Woods, and P. J. Smith. 2015. “A novel framework for discharge uncertainty quantification applied to 500 UK gauging stations.” Water Resour. Res. 51 (7): 5531–5546. https://doi.org/10.1002/2014WR016532.
Creaco, E., and M. Franchini. 2012. “A dimensionless procedure for the design of infiltration trenches.” J. AWWA 104 (9): E501–E509. https://doi.org/10.5942/jawwa.2012.104.0124.
Drake, J., A. Bradford, and T. Van Seters. 2014. “Hydrologic performance of three partial-infiltration permeable pavements in a cold climate over low permeability soil.” J. Hydrol. Eng. 19 (9): 04014016. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000943.
Ebrahimian, A., J. S. Gulliver, and B. N. Wilson. 2016. “Effective impervious area for runoff in urban watersheds.” Hydrol. Processes 30 (20): 3717–3729. https://doi.org/10.1002/hyp.10839.
Fourie, J., R. Green, and Z. W. Geem. 2013. “Generalised adaptive harmony search: A comparative analysis of modern harmony search.” J. Appl. Math. 2013 (Jan): e380985. https://doi.org/10.1155/2013/380985.
Geem, Z. W., J. H. Kim, and G. V. Loganathan. 2001. “A new heuristic optimization algorithm: Harmony search.” Simulation 76 (2): 60–68. https://doi.org/10.1177/003754970107600201.
Guo, Y., G. Fang, Y.-P Xu, X. Tian, and J. Xie. 2020. “Identifying how future climate and land use/cover changes impact streamflow in Xinanjiang Basin, East China.” Sci. Total Environ. 710 (Mar): 136275. https://doi.org/10.1016/j.scitotenv.2019.136275.
He, S., J. Liu, and J. Zhu. 2013. “Rainwater control and utilization effect assessment and simulation of low impact development based on SWMM.” [In Chinese.] Water Resour. Power 31 (12): 42–45.
Huang, Q., J. Wang, M. Li, M. Fei, and J. Dong. 2017. “Modeling the influence of urbanization on urban pluvial flooding: A scenario-based case study in Shanghai, China.” Nat. Hazard. 87 (2): 1035–1055. https://doi.org/10.1007/s11069-017-2808-4.
Hwang, J., D. S. Rhee, and Y. Seo. 2017. “Implication of directly connected impervious areas to the mitigation of peak flows in urban catchments.” Water 9 (9): 696. https://doi.org/10.3390/w9090696.
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.” Sep. Purif. Technol. 84 (Jan): 112–119. https://doi.org/10.1016/j.seppur.2011.04.026.
Kreibich, H., T. Thaler, T. Glade, and D. Molinari. 2019. “Preface: Damage of natural hazards: Assessment and mitigation.” Nat. Hazards Earth Syst. Sci. 19 (3): 551–554. https://doi.org/10.5194/nhess-19-551-2019.
Li, J., Y. Li, and Y. Li. 2016. “SWMM-based evaluation of the effect of rain gardens on urbanized areas.” Environ. Earth Sci. 75 (1): 17. https://doi.org/10.1007/s12665-015-4807-7.
Liang, Z., Y. Zhao, and Y. Fu. 2017. “Optimization of spatial pattern of urban imperviousness based on the integration of SCS-CN hydrological model and the ant colony algorithm.” [In Chinese.] J. Geo-Inf. Sci. 19 (10): 1315–1326.
Macdonald, N., T. Redfern, J. Miller, and T. R. Kjeldsen. 2022. “Understanding the impact of the built environment mosaic on rainfall-runoff behaviour.” J. Hydrol. 604 (Jan): 127147. https://doi.org/10.1016/j.jhydrol.2021.127147.
McGrane, S. J. 2016. “Impacts of urbanisation on hydrological and water quality dynamics, and urban water management: A review.” Hydrol. Sci. J. 61 (13): 2295–2311. https://doi.org/10.1080/02626667.2015.1128084.
Mei, C., J. Liu, H. Wang, Z. Li, Z. Yang, W. Shao, X. Ding, B. Weng, Y. Yu, and D. Yan. 2020. “Urban flood inundation and damage assessment based on numerical simulations of design rainstorms with different characteristics.” Sci. China Technol. Sci. 63 (11): 2292–2304. https://doi.org/10.1007/s11431-019-1523-2.
Miller, J. D., and T. Hess. 2017. “Urbanisation impacts on storm runoff along a rural-urban gradient.” J. Hydrol. 552 (Sep): 474–489. https://doi.org/10.1016/j.jhydrol.2017.06.025.
Moglen Glenn, E. 2009. “Hydrology and impervious areas.” J. Hydrol. Eng. 14 (4): 303–304. https://doi.org/10.1061/(ASCE)1084-0699(2009)14:4(303).
National Geomatics Center of China. 2023. “National platform for common geospatial information services.” Accessed March 28, 2023. https://www.tianditu.gov.cn/.
Oudin, L., B. Salavati, C. Furusho-Percot, P. Ribstein, and M. Saadi. 2018. “Hydrological impacts of urbanization at the catchment scale.” J. Hydrol. 559 (Apr): 774–786. https://doi.org/10.1016/j.jhydrol.2018.02.064.
Redfern, T. W., N. Macdonald, T. R. Kjeldsen, J. D. Miller, and N. Reynard. 2016. “Current understanding of hydrological processes on common urban surfaces.” Prog. Phys. Geogr. 40 (5): 699–713. https://doi.org/10.1177/0309133316652819.
Rossman, L. A., and M. A. Simon. 2022. Storm water management model user’s manual version 5.2. Washington, DC: US EPA.
Saadi, M., L. Oudin, and P. Ribstein. 2021. “Physically consistent conceptual rainfall–runoff model for urbanized catchments.” J. Hydrol. 599 (Aug): 126394. https://doi.org/10.1016/j.jhydrol.2021.126394.
Salt, C., and T. R. Kjeldsen. 2019. “Infiltration capacity of cracked pavements.” Proc. Inst. Civ. Eng. Water Manage. 172 (6): 291–300. https://doi.org/10.1680/jwama.18.00001.
Salvadore, E., J. Bronders, and O. Batelaan. 2015. “Hydrological modelling of urbanized catchments: A review and future directions.” J. Hydrol. 529 (Oct): 62–81. https://doi.org/10.1016/j.jhydrol.2015.06.028.
Saniei, K., J. Yazdi, and M. R. MajdzadehTabatabei. 2021. “Optimal size, type and location of low impact developments (LIDs) for urban stormwater control.” Urban Water J. 18 (8): 585–597. https://doi.org/10.1080/1573062X.2021.1918181.
Sytsma, A., C. Bell, W. Eisenstein, T. Hogue, and G. M. Kondolf. 2020. “A geospatial approach for estimating hydrological connectivity of impervious surfaces.” J. Hydrol. 591 (Dec): 125545. https://doi.org/10.1016/j.jhydrol.2020.125545.
Trudeau, M. P., and M. Richardson. 2016. “Empirical assessment of effects of urbanization on event flow hydrology in watersheds of Canada’s Great Lakes-St Lawrence basin.” J. Hydrol. 541 (Part B): 1456–1474. https://doi.org/10.1016/j.jhydrol.2016.08.051.
UN DESA (United Nations Department of Economic and Social Affairs, Population Division). 2022. World population prospects 2022: Summary of results. New York: UN DESA.
Xu, H., C. Ma, K. Xu, J. Lian, and Y. Long. 2020. “Staged optimization of urban drainage systems considering climate change and hydrological model uncertainty.” J. Hydrol. 587 (Aug): 124959. https://doi.org/10.1016/j.jhydrol.2020.124959.
Yang, B., and D. Lee. 2021. “Urban green space arrangement for an optimal landscape planning strategy for runoff reduction.” Land 10 (9): 897. https://doi.org/10.3390/land10090897.
Yao, L., L. Chen, and W. Wei. 2016. “Assessing the effectiveness of imperviousness on stormwater runoff in micro urban catchments by model simulation.” Hydrol. Processes 30 (12): 1836–1848. https://doi.org/10.1002/hyp.10758.
Yao, L., L. Chen, and W. Wei. 2017. “Exploring the linkage between urban flood risk and spatial patterns in small urbanized catchments of Beijing, China.” Int. J. Environ. Res. Public Health 14 (3): 239. https://doi.org/10.3390/ijerph14030239.
Yin, D., et al. 2021. “Sponge city practice in China: A review of construction, assessment, operational and maintenance.” J. Cleaner Prod. 280 (Jan): 124963. https://doi.org/10.1016/j.jclepro.2020.124963.
You, L., T. Xu, X. Mao, and H. Jia. 2019. “Site-scale LID-BMPs planning and optimization in residential areas.” J. Sustainable Water Built Environ. 5 (1): 05018004. https://doi.org/10.1061/JSWBAY.0000870.
Yu, H., Y. Zhao, and Y. Fu. 2019. “Optimization of impervious surface space layout for prevention of urban rainstorm waterlogging: A case study of Guangzhou, China.” Int. J. Environ. Res. Public Health 16 (19): 3613. https://doi.org/10.3390/ijerph16193613.
Yu, Y., Y. Zhou, Z. Guo, B. van Duin, and W. Zhang. 2022. “A new LID spatial allocation optimization system at neighborhood scale: Integrated SWMM with PICEA-g using MATLAB as the platform.” Sci. Total Environ. 831 (Jul): 154843. https://doi.org/10.1016/j.scitotenv.2022.154843.
Zhang, Y., and W. Shuster. 2014. “Impacts of spatial distribution of impervious areas on runoff response of hillslope catchments: Simulation study.” J. Hydrol. Eng. 19 (6): 1089–1100. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000905.
Zhong, Y., X. Liao, L. Yi, D. Wang, L. Wu, and Y. Li. 2022. “Design combination optimized approach for urban stormwater and drainage systems using copula-based method.” Water 14 (11): 1717. https://doi.org/10.3390/w14111717.

Information & Authors

Information

Published In

Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 149Issue 7July 2023

History

Received: Sep 16, 2022
Accepted: Feb 18, 2023
Published online: May 9, 2023
Published in print: Jul 1, 2023
Discussion open until: Oct 9, 2023

Permissions

Request permissions for this article.

Authors

Affiliations

Runxiang Cao [email protected]
Research Assistant, College of Water Resources, North China Univ. of Water Resources and Electric Power, Zhengzhou 450046, China. Email: [email protected]
Ping Feng
Professor, State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin Univ., Tianjin 300072, China.
Yuping Han
Professor, College of Water Resources, North China Univ. of Water Resources and Electric Power, Zhengzhou 450046, China.
Zhongpei Liu
Professor, College of Water Resources, North China Univ. of Water Resources and Electric Power, Zhengzhou 450046, China.
Xiaodong Huang
Research Assistant, College of Water Resources, North China Univ. of Water Resources and Electric Power, Zhengzhou 450046, China.
Professor, State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin Univ., Tianjin 300072, China (corresponding author). ORCID: https://orcid.org/0000-0002-9342-3242. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share