Abstract
Drainage systems in China are currently being transformed from combined sewer systems into separate sewer systems; newly built areas generally use the latter for sewage and stormwater treatment. Polluted stormwater runoff is discharged directly into rivers through pipelines, thereby deteriorating the water quality of rivers. In this work, an urban stormwater system model was built with Infoworks Integrated Catchment Modeling and validated by measured data. The loads at the pipe outlets during rainstorms were analyzed as well. Stormwater system was transformed by using mathematical models under the conditions of meeting river water quality standards and preventing damage to water environmental capacity. The relative errors of volume and peak runoff of model calibration were from −2.33 to +12.06 % and −13.43 to +8.7 %, respectively. The study indicates that the stormwater system model can be used in scenario analysis, and the stormwater system can accommodate floods over a recurring interval of 10 years. Moreover, stormwater can be directly discharged into water bodies without exceeding the carrying capacity of the water environment with the transformation of the stormwater system.
Similar content being viewed by others
References
Akkoyunlu A, Akiner ME (2010) Feasibility assessment of data-driven models in predicting pollution trends of Omerli Lake, Turkey. Water Resour Manag 24(13):3419–3436
Alkhaddar RM, Higgins PR, Phipps DA, Andoh RYG (2001) Residence time distribution of a model hydrodynamic vortex separator. Urban Water 3(1–2):17–24
Artina S, Bolognesi A, Liserra T, Maglionico A (2007) Simulation of a storm sewer network in industrial area: comparison between models calibrated through experimental data. Environ Modell Softw 22(8):1221–1228
Bach PM, McCarthy DT, Deletic A (2010) Redefining the stormwater first flush phenomenon. Water Res 44(8):2487–2498
Bastien N, Arthur S, Wallis S, Scholz M (2010) The best management of SuDS treatment trains: a holistic approach. Water Sci Technol 61(1):263–271
Bertrand N, Jefferson B, Jeffrey P (2008) Cross sectoral and scale-up impacts of greywater recycling technologies on catchment hydrological flows. Water Sci Technol 57(5):741–746
Chang CH, Wen CG, Lee CS (2008) Use of intercepted runoff depth for stormwater runoff management in industrial parks in Taiwan. Water Resour Manag 22(11):1609–1623
Chen JY, Adams BJ (2006) Analytical urban storm water quality models based on pollutant buildup and washoff processes. J Environ Eng 132(10):1314–1330
Chen QW, Wang QB, Li ZJ, Li RN (2014) Uncertainty analyses on the calculation of water environmental capacity by an innovative holistic method and its application to the Dongjiang River. J Environ Sci 26(9):1783–1790
Choi YY, 정세영, Woo CJ (2011) Nonpoint pollutants sources characteristics of initial surface runoff on the land use types. J Environ Sci Int 20(3):417–426
Devesa F, Comas J, Turon C, Freixo A, Carrasco F, Poch M (2009) Scenario analysis for the role of sanitation infrastructures in integrated urban wastewater management. Environ Modell Softw 24(3):371–380
Devoldere S, Vandenberghe V, Borsanyi P, Nopens I, Van Hulle SWH (2009) Small-scale modelling of river subcatchments: the Kleine Ronsebeek brook case study. Desalination 237:92–98
Dotto CBS, Kleidorfer M, Deletic A, Rauch W, McCarthy DT, Fletcher TD (2011) Performance and sensitivity analysis of stormwater models using a Bayesian approach and long-term high resolution data. Environ Modell Softw 26(10):1225–1239
Elliott AH, Trowsdale SA (2007) A review of models for low impact urban stormwater drainage. Environ Modell Softw 22(3):394–405
Honti M, Istvanovics V, Kovacs AS (2010) Balancing between retention and flushing in river networks—optimizing nutrient management to improve trophic state. Sci Total Environ 408(20):4712–4721
Hwang CC, Weng CH (2015) Effects of rainfall patterns on highway runoff pollution and its control. Water Environ J 29(2):214–220
Jia HF, Ma HT, Sun ZX, Yu SL, Ding YW, Liang Y (2014) A closed urban scenic river system using stormwater treated with LID-BMP technology in a revitalized historical district in China. Ecol Eng 71:448–457
Kazi A (2014) A review of the assessment and mitigation of floods in Sindh, Pakistan. Nat Hazards 70(1):839–864
Lee JH, Bang KW, Ketchum LH, Choe JS, Yu MJ (2002) First flush analysis of urban storm runoff. Sci Total Environ 293(1–3):163–175
Lee H, Lau SL, Kayhanian M, Stenstrom MK (2004) Seasonal first flush phenomenon of urban stormwater discharges. Water Res 38(19):4153–4163
Lee SB, Yoon CG, Jung KW, Hwang HS (2010) Comparative evaluation of runoff and water quality using HSPF and SWMM. Water Sci Technol 62(6):1401–1409
Li LQ, Yin CQ, He QC, Kong LL (2007) First flush of storm runoff pollution from an urban catchment in China. J Environ Sci 19(3):295–299
Li YP, Acharya K, Yu ZB (2010) Modeling impacts of Yangtze River water transfer on water ages in Lake Taihu. China. Ecol Eng 37(2):325–334
Li DY, Wan JQ, Ma YW, Wang Y, Huang MZ, Chen YM (2015) Stormwater runoff pollutant loading distributions and their correlation with rainfall and catchment characteristics in a rapidly industrialized city. PLOS ONE 10(3):1–17
Liang XQ, Zhu SR, Ye RZ, Guo R, Zhu CY, Fu CD, Tian GM, Chen YX (2014) Biological thresholds of nitrogen and phosphorus in a typical urban river system of the Yangtz delta, China. Environ Pollut 192:251–258
Liew YS, Selamat Z, Ab Ghani A, Zakaria NA (2012) Performance of a dry detention pond: case study of Kota Damansara, Selangor, Malaysia. Urban Water J 9(2):129–136
Liguori S, Rico-Ramirez MA, Schellart ANA, Saul AJ (2012) Using probabilistic radar rainfall nowcasts and NWP forecasts for flow prediction in urban catchments. Atmos Res 103:80–95
Liu RM, Sun CC, Han ZX, Chen L, Huang Q, Chen YX, Gao SH, Shen ZY (2012) Water environmental capacity calculation based on uncertainty analysis: a case study in the Baixi watershed area, China. Proc Environ Sci 13:1728–1738
Lu XW, Li LY, Lei K, Wang LJ, Zhai YX, Zhai M (2010) Water quality assessment of Wei River, China using fuzzy synthetic evaluation. Environ Earth Sci 60(8):1693–1699
Mannina G, Schellart ANA, Tait S, Viviani G (2012) Uncertainty in sewer sediment deposit modelling: detailed vs simplified modelling approaches. Phys Chem Earth 42(44):11–20
Methods H, Dyhouse G, Hatchett J (2003) Floodplain modeling using HEC-RAS. Haestad Press, Michigan
Mitchell JG (2001) Urban Sprawl. National Geographic, America, 1–7
Nilsen V, Lier JA, Bjerkholt JT, Lindholm OG (2011) Analysing urban floods and combined sewer overflows in a changing climate. J Water Clim Change 2(4):260–271
Schellart ANA, Tait SJ, Ashley RM (2010) Towards quantification of uncertainty in predicting water quality failures in integrated catchment model studies. Water Res 44(13):3893–3904
Schellart ANA, Shepherd WJ, Saul AJ (2012) Influence of rainfall estimation error and spatial variability on sewer flow prediction at a small urban scale. Adv Water Resour 45:65–75
Software Wallingford (2013) InfoWorksIntegrated Catchment Management (ICM)—technical review. Wallingford Software Ltd, Wallingford
State Environmental Protection Administration (SEPA) (2002a) Environmental quality standards for surface water (GB3838-2002). China Environmental Science Press, Beijing
State Environmental Protection Administration (SEPA) (2002b) The water and wastewater monitoring and analysis methods, 4th edn. China Environmental Science Press, Beijing
Swan A (2010) How increased urbanisation has induced flooding problems in the UK: a lesson for African cities? Phys Chem Earth 35(13–14):643–6478
Taebi A, Droste RL (2004) Pollution loads in urban runoff and sanitary wastewater. Sci Total Environ 327(1–3):175–184
Verburg P, Horrox J, Chaney E, Rutherford JC, Quinn JM, Wilcock RJ, Howard-Williams CW (2013) Effects of nutrient loading on the trophic state of Lake Brunner. Mar Freshw Res 64(5):436–446
Vollenweider RA (1976) Advances in defining critical loading levels for phosphorus in lake eutrophication. Mem inst ital Idrobiol 33:53–83
Wang L, Liu YP, Wang BZ (2004) Water basin management for Nansihu, Shandong. AQUA 53(1):17–28
Willems P (2008) Quantification and relative comparison of different types of uncertainties in sewer water quality modeling. Water Res 42(13):3539–3551
Withers PJA, Hodgkinson RA, Bates A, Withers CL (2007) Soil cultivation effects on sediment and phosphorus mobilization in surface runoff from three contrasting soil types in England. Soil Tillage Res 93(2):438–451
Yang JF, Lei K, Khu S, Meng W, Qiao F (2015) Assessment of water environmental carrying capacity for sustainable development using a coupled system dynamics approach applied to the Tieling of the Liao River Basin, China. Environ Earth Sci 73(9):5173–5183
Yao YJ, Yin HL, Li S (2006) The computation approach for water environmental capacity in tidal river network. J Hydrodyn 18(3):273–277
You XY, Li YW, Ji M (2010) On the control strategies of initial period stormwater pollution in Tianjin city. In: Proceedings of 2010 international conference on challenges in environmental science and computer engineering: Wuhan, China
Zhang YY, Xia J, Shao QX, Zhai XY (2013) Water quantity and quality simulation by improved SWAT in highly regulated Huai River Basin of China. Stoch Environ Res Risk Assess 27(1):11–27
Zhu YH, Drake S, Lu HS, Xia J (2010) Analysis of temporal and spatial differences in eco-environmental carrying capacity related to water in the Haihe River Basins, China. Water Resour Manag 24(6):1089–1105
Zoppou C (2001) Review of urban storm water models. Environ Modell Software 16(3):195–231
Acknowledgments
The authors thank the government of Fuzhou City for supporting this project [Optimization study of interception ratio (or interception amount) under intercepting comprehensive drainage system]. The authors also gratefully acknowledge financial support from National Major Science and Technology Project on Water Pollution Control and Management of China (2013 ZX07304-003).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Peng, H., Liu, Y., Wang, H. et al. Urban stormwater forecasting model and drainage optimization based on water environmental capacity. Environ Earth Sci 75, 1094 (2016). https://doi.org/10.1007/s12665-016-5824-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12665-016-5824-x