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Published in: Environmental Earth Sciences 2/2009

01-11-2009 | Original Article

GIS-based urban rainfall-runoff modeling using an automatic catchment-discretization approach: a case study in Macau

Authors: Zhao Dongquan, Chen Jining, Wang Haozheng, Tong Qingyuan, Cao Shangbing, Sheng Zheng

Published in: Environmental Earth Sciences | Issue 2/2009

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Abstract

Rainfall-runoff models play an important role in urban water resource management. The storm water management model (SWMM) developed by the US Environmental Protection Agency (EPA) is a widely used dynamic rainfall-runoff model for analyzing quantity and quality problems associated with urban drainage systems. In an ideal situation, the SWMM model would be designed and analyzed using a collection of catchment modeling systems. Traditionally, catchment discretization for rainfall-runoff modeling is performed manually on watershed maps, a time-consuming job with less-than-accurate results. An alternative approach to catchment discretization based on geographic information system (GIS) is proposed in this paper. The automatic discretization approach was successfully applied to rainfall-runoff modeling in Macau using a SWMM model. The results showed that the proposed approach outperformed the conventional catchment-discretization method in terms of producing meaningful parameters and avoiding most of the tedious preliminary tasks.

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Literature
go back to reference Arabi M, Govindaraju RS, Hantush MM (2007) A probabilistic approach for analysis of uncertainty in the evaluation of watershed management practice. J Hydrol 333:459–471CrossRef Arabi M, Govindaraju RS, Hantush MM (2007) A probabilistic approach for analysis of uncertainty in the evaluation of watershed management practice. J Hydrol 333:459–471CrossRef
go back to reference Boyko O, Treebushny D (2006) Application of a physically based distributed rainfall-runoff model (TOPKAPI-IMMSP) to gauged and ungauged mountainous catchments of Transcarpathean region, Ukraine. Geophys Res Abstr 8:07964 Boyko O, Treebushny D (2006) Application of a physically based distributed rainfall-runoff model (TOPKAPI-IMMSP) to gauged and ungauged mountainous catchments of Transcarpathean region, Ukraine. Geophys Res Abstr 8:07964
go back to reference Chen JY, Adams BJ (2006) Integration of artificial neural networks with conceptual models in rainfall-runoff modeling. J Hydrol 318:232–249CrossRef Chen JY, Adams BJ (2006) Integration of artificial neural networks with conceptual models in rainfall-runoff modeling. J Hydrol 318:232–249CrossRef
go back to reference Choi KS, Ball JE (2002) Parameter estimation for urban runoff modelling. Urban Water 4:31–41CrossRef Choi KS, Ball JE (2002) Parameter estimation for urban runoff modelling. Urban Water 4:31–41CrossRef
go back to reference Du JK, Xie SP, Xu YP, Xu CY, Singh VP (2007) Development and testing of a simple physically-based distributed rainfall-runoff model for storm runoff simulation in humid forested basins. J Hydrol 306:334–346CrossRef Du JK, Xie SP, Xu YP, Xu CY, Singh VP (2007) Development and testing of a simple physically-based distributed rainfall-runoff model for storm runoff simulation in humid forested basins. J Hydrol 306:334–346CrossRef
go back to reference Engel B, Storm D, White M, Arnold J, Arabi M (2007) A hydrologic/water quality model application protocol. Am Water Resour Assoc 43(5):1223–1236CrossRef Engel B, Storm D, White M, Arnold J, Arabi M (2007) A hydrologic/water quality model application protocol. Am Water Resour Assoc 43(5):1223–1236CrossRef
go back to reference Huber WC, Dickinson RE (1992) Storm water management model user’s manual, version 4. Environmental Protection Agency, Georgia Huber WC, Dickinson RE (1992) Storm water management model user’s manual, version 4. Environmental Protection Agency, Georgia
go back to reference Legates DR, McCabe GJ Jr (1999) Evaluating the use of “goodness-of-fit” measures in hydrologic and hydroclimatic model validation. Water Resour Res 35(1):233–241CrossRef Legates DR, McCabe GJ Jr (1999) Evaluating the use of “goodness-of-fit” measures in hydrologic and hydroclimatic model validation. Water Resour Res 35(1):233–241CrossRef
go back to reference Lhomme J, Bouvier C, Perrin JL (2004) Applying a GIS-based geomorphological routing model in urban catchments. J Hydrol 299(3–4):203–216 Lhomme J, Bouvier C, Perrin JL (2004) Applying a GIS-based geomorphological routing model in urban catchments. J Hydrol 299(3–4):203–216
go back to reference Liong SY, Chan WT, Lum LH (1991) Knowledge-based system for SWMM runoff component calibration. J Water Res Pl-ASCE 117(5):507–523CrossRef Liong SY, Chan WT, Lum LH (1991) Knowledge-based system for SWMM runoff component calibration. J Water Res Pl-ASCE 117(5):507–523CrossRef
go back to reference Metcalf and Eddy Inc. (1971) Storm water management model, final report. US Environmental Protection Agency, Water Quality Office, Water Pollution Control Research Series, Washington DC Metcalf and Eddy Inc. (1971) Storm water management model, final report. US Environmental Protection Agency, Water Quality Office, Water Pollution Control Research Series, Washington DC
go back to reference Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, part 1: a discussion of principles. J Hydrol 10:282–290CrossRef Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, part 1: a discussion of principles. J Hydrol 10:282–290CrossRef
go back to reference Santhi C, Arnold JG, Williams JR, Dugas WA, Srinivasan R, Hauck LM (2001) Validation of the SWAT model on a large river basin with point and nonpoint sources. J Am Water Resour Assoc 37(5):1169–1188CrossRef Santhi C, Arnold JG, Williams JR, Dugas WA, Srinivasan R, Hauck LM (2001) Validation of the SWAT model on a large river basin with point and nonpoint sources. J Am Water Resour Assoc 37(5):1169–1188CrossRef
go back to reference Seth I, Soonthornnonda P, Christensen ER (2006) Use of GIS in urban storm-water modeling. J Environ Eng 32(12):1550–1552 Seth I, Soonthornnonda P, Christensen ER (2006) Use of GIS in urban storm-water modeling. J Environ Eng 32(12):1550–1552
go back to reference Sourisseau SA, Basser SF, Perie T (2007) Calibration, validation and sensitivity analysis of an ecosystem model applied to artificial streams. Water Res (in press) Sourisseau SA, Basser SF, Perie T (2007) Calibration, validation and sensitivity analysis of an ecosystem model applied to artificial streams. Water Res (in press)
go back to reference Temprano J, Arango O, Cagiao J, Suarez J, Tejero I (2006) Storm water quality calibration by SWMM: a case study in Northern Spain. Water SA 32(1):55–63 Temprano J, Arango O, Cagiao J, Suarez J, Tejero I (2006) Storm water quality calibration by SWMM: a case study in Northern Spain. Water SA 32(1):55–63
go back to reference Tolson BA, Shoemaker CA (2007) Cannonsville reservoir watershed SWAT2000 model development, calibration and validation. J Hydrol 337(1–2):68–86CrossRef Tolson BA, Shoemaker CA (2007) Cannonsville reservoir watershed SWAT2000 model development, calibration and validation. J Hydrol 337(1–2):68–86CrossRef
go back to reference Tsihrintzis V, Hamid R (1998) Runoff quality prediction from small urban catchments using SWMM. Hydrol Process 12(2):311–329CrossRef Tsihrintzis V, Hamid R (1998) Runoff quality prediction from small urban catchments using SWMM. Hydrol Process 12(2):311–329CrossRef
go back to reference Yu PS, Yang T, Chen SJ (2001) Comparison of uncertainty analysis methods for a distributed rainfall-runoff model. J Hydrol 244:43–59CrossRef Yu PS, Yang T, Chen SJ (2001) Comparison of uncertainty analysis methods for a distributed rainfall-runoff model. J Hydrol 244:43–59CrossRef
go back to reference Zaghloul NA (1981) SWMM model and level of discretization. J Hydraul Div 107(11):1535–1545 Zaghloul NA (1981) SWMM model and level of discretization. J Hydraul Div 107(11):1535–1545
Metadata
Title
GIS-based urban rainfall-runoff modeling using an automatic catchment-discretization approach: a case study in Macau
Authors
Zhao Dongquan
Chen Jining
Wang Haozheng
Tong Qingyuan
Cao Shangbing
Sheng Zheng
Publication date
01-11-2009
Publisher
Springer-Verlag
Published in
Environmental Earth Sciences / Issue 2/2009
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-009-0045-1

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