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Published in: Water Resources Management 10/2021

03-07-2021

DEM Uncertainty Based Coastal Flood Inundation Modeling Considering Water Quality Impacts

Authors: M. Karamouz, F. Fooladi Mahani

Published in: Water Resources Management | Issue 10/2021

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Abstract

Wastewater Treatment plants (WWTPs) are among the most critical infrastructures in coastal cities and are subject to failure due to extreme flooding events. Failure of these systems could result in combined sewer overflow (CSO), where the stormwater inundation is getting mixed with wastewater. Digital Elevation Model (DEM) as an essential input for quantifying flooding inundation is subject to uncertainties. In this study, the coastal modeling is performed to estimate flood water level, including wave setup, in an ungauged location, by Delft-3D model. Gridded surface subsurface hydrologic analysis (GSSHA) is used to model and map the extent of inundation and stormwater accumulation. Bivariate analysis of annual/extreme water levels in an ungauged location and the rainfall time series at a nearby station is used to find the 100-year joint design values. Selected major historical storms/hurricanes in the last 50 years are used for this assessment. Furthermore, the impacts of flooding on the state of WWTP functionality are analyzed considering three failure scenarios and the resulting quantity and quality of CSOs. For uncertainty analysis, another 2D hydrodynamic model called LISFLOOD-FP is used, which is less computationally intensive than GSSHA. It is used along with a sequential Gaussian simulation (SGS) algorithm to quantify the effect of DEM error uncertainties on the assessment of flood inundation. A probability map is prepared that shows the full extent of flooding, including the less probable area to be flooded. The proposed algorithm is applied to the southern coast of Brooklyn and the Coney Island WWTP in that area. The results show that how the simulation of ungauged water level data as well as the development of an uncertainty-based flood inundation modeling as well as consideration for water quality impacts could significantly improve our ability for better flood preparedness planning in the coastal cities.

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Appendix
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Literature
go back to reference Abbasi, H. (2016). Failure environment impact assessment of sewer systems caused by heavy rainfall and flooding on the nature. Master of Science Thesis. University of Tehran Abbasi, H. (2016). Failure environment impact assessment of sewer systems caused by heavy rainfall and flooding on the nature. Master of Science Thesis. University of Tehran
go back to reference Aerts JC, Goodchild MF, Heuvelink GB (2003) Accounting for spatial uncertainty in optimization with spatial decision support systems. Trans GIS 7(2):211–230CrossRef Aerts JC, Goodchild MF, Heuvelink GB (2003) Accounting for spatial uncertainty in optimization with spatial decision support systems. Trans GIS 7(2):211–230CrossRef
go back to reference Bivand RS, Pebesma EJ, Gomez-Rubio V, Pebesma EJ (2008) Applied spatial data analysis with R (Vol. 747248717). New York: Springer Bivand RS, Pebesma EJ, Gomez-Rubio V, Pebesma EJ (2008) Applied spatial data analysis with R (Vol. 747248717). New York: Springer
go back to reference Brans JP (1982) Lingénierie de la décision. Elaboration dinstruments daide à la décision. Méthode PROMETHEE. In: Nadeau, R., Landry, M. (Eds.), L‟aide à la décision: Nature, instruments et perspectives d’avenir, Presses de l‟Université Laval, Québec, Canada, pp. 183–214 Brans JP (1982) Lingénierie de la décision. Elaboration dinstruments daide à la décision. Méthode PROMETHEE. In: Nadeau, R., Landry, M. (Eds.), L‟aide à la décision: Nature, instruments et perspectives d’avenir, Presses de l‟Université Laval, Québec, Canada, pp. 183–214
go back to reference Burek, P., van der Knijff, J., and De Roo, A. (2013). LISFLOOD - distributed water balance and flood simulation model - revised user manual 2013. JRC technical reports. Luxemburg:publications Office of the European Union, 2C13 Burek, P., van der Knijff, J., and De Roo, A. (2013). LISFLOOD - distributed water balance and flood simulation model - revised user manual 2013. JRC technical reports. Luxemburg:publications Office of the European Union, 2C13
go back to reference Cheng L, AghaKouchak A, Gilleland E, Katz RW (2014) Non-stationary extreme value analysis in a changing climate. Clim Chang 127(2):353–369 Cheng L, AghaKouchak A, Gilleland E, Katz RW (2014) Non-stationary extreme value analysis in a changing climate. Clim Chang 127(2):353–369
go back to reference Chow, V. T., Maidment, D. R., and Larry, W. (1988). Mays. Applied hydrology. International edition, MacGraw-hill, Inc, 149 Chow, V. T., Maidment, D. R., and Larry, W. (1988). Mays. Applied hydrology. International edition, MacGraw-hill, Inc, 149
go back to reference Downer CW, Ogden FL (2006) Gridded surface subsurface hydrological analysis (GSSHA) user's manual; version 1.43 for watershed modeling system 6.1, U.S. Army Corps of Engineers Downer CW, Ogden FL (2006) Gridded surface subsurface hydrological analysis (GSSHA) user's manual; version 1.43 for watershed modeling system 6.1, U.S. Army Corps of Engineers
go back to reference Gandhi R, Ray AK, Sharma VK, Nakhla G (2014) Treatment of combined sewer overflows using ferrate (VI). Water Environment Research 86(11):2202–2211CrossRef Gandhi R, Ray AK, Sharma VK, Nakhla G (2014) Treatment of combined sewer overflows using ferrate (VI). Water Environment Research 86(11):2202–2211CrossRef
go back to reference Horritt MS, Bates PD (2002) Evaluation of 1D and 2D numerical models for predicting river flood inundation. J Hydrol 268(1–4):87–99CrossRef Horritt MS, Bates PD (2002) Evaluation of 1D and 2D numerical models for predicting river flood inundation. J Hydrol 268(1–4):87–99CrossRef
go back to reference Karamouz M, Fereshtehpour M (2019) Modeling DEM errors in coastal flood inundation and damages: a spatial nonstationary approach. Water Resour Res 55(8):6606–6624CrossRef Karamouz M, Fereshtehpour M (2019) Modeling DEM errors in coastal flood inundation and damages: a spatial nonstationary approach. Water Resour Res 55(8):6606–6624CrossRef
go back to reference Karamouz M, Farzaneh H, Dolatshahi M (2020) Margin of safety based flood reliability evaluation of wastewater treatment plants: part 1–basic concepts and statistical settings. Water Resour Manag 34(2):579–594CrossRef Karamouz M, Farzaneh H, Dolatshahi M (2020) Margin of safety based flood reliability evaluation of wastewater treatment plants: part 1–basic concepts and statistical settings. Water Resour Manag 34(2):579–594CrossRef
go back to reference Karamouz M, Mahmoudi (2021) Shallowing of bathymetry (seabed) for flood preparedness: toward designing nearshore BMPs. J. of water resource planning and management, (Tentatively accepted) Karamouz M, Mahmoudi (2021) Shallowing of bathymetry (seabed) for flood preparedness: toward designing nearshore BMPs. J. of water resource planning and management, (Tentatively accepted)
go back to reference Mudersbach C, Jensen J (2010) Nonstationary extreme value analysis of annual maximum water levels for designing coastal structures on the German North Sea coastline. J Flood Risk Manag 3(1):52–62CrossRef Mudersbach C, Jensen J (2010) Nonstationary extreme value analysis of annual maximum water levels for designing coastal structures on the German North Sea coastline. J Flood Risk Manag 3(1):52–62CrossRef
go back to reference NYC Department of Environmental Protection (2012). Jamaica Bay waterbody/watershed facility plan report. NYC Department of Environmental Protection (2012). Jamaica Bay waterbody/watershed facility plan report.
go back to reference NYC Department of Environmental Protection (2013). Combined sewer overflows long term control plan for Coney Island Creek. NYC Department of Environmental Protection (2013). Combined sewer overflows long term control plan for Coney Island Creek.
go back to reference NYC Department of Environmental Protection (2018). Combined sewer overflows long term control plan for Jamaica Bay and tributaries. NYC Department of Environmental Protection NYC Department of Environmental Protection (2018). Combined sewer overflows long term control plan for Jamaica Bay and tributaries. NYC Department of Environmental Protection
go back to reference Tingsanchali T (2012) Urban flood disaster management. Procedia Eng 32:25–37CrossRef Tingsanchali T (2012) Urban flood disaster management. Procedia Eng 32:25–37CrossRef
go back to reference Veeramony J, Condon A, van Ormondt M (2017) Forecasting storm surge and inundation: model validation. Weather Forecast 32(6):2045–2063CrossRef Veeramony J, Condon A, van Ormondt M (2017) Forecasting storm surge and inundation: model validation. Weather Forecast 32(6):2045–2063CrossRef
go back to reference Veeramony J, Orzech MD, Edwards KL, Gilligan M, Choi J, Terrill E, De Paolo T (2014) Navy nearshore ocean prediction systems. Oceanography 27(3):80–91CrossRef Veeramony J, Orzech MD, Edwards KL, Gilligan M, Choi J, Terrill E, De Paolo T (2014) Navy nearshore ocean prediction systems. Oceanography 27(3):80–91CrossRef
go back to reference Wechsler SP (2003) Perceptions of digital elevation model uncertainty by DEM users. URISA Journal 15:57–64 Wechsler SP (2003) Perceptions of digital elevation model uncertainty by DEM users. URISA Journal 15:57–64
go back to reference Xu K, Ma C, Lian J, Bin L (2014) Joint Probability Analysis of Extreme Precipitation and Storm Tide in a Coastal City under Changing Environment. PLoS ONE, (G. J.-P. Schumann, ed.) 9(10):e109341CrossRef Xu K, Ma C, Lian J, Bin L (2014) Joint Probability Analysis of Extreme Precipitation and Storm Tide in a Coastal City under Changing Environment. PLoS ONE, (G. J.-P. Schumann, ed.) 9(10):e109341CrossRef
go back to reference Zhang W, Cao Y, Zhu Y, Wu Y, Ji X, He Y, Xu Y, Wang W (2017) Flood frequency analysis for alterations of extreme maximum water levels in the Pearl River Delta. Ocean Eng, Elsevier 129(1):117–132CrossRef Zhang W, Cao Y, Zhu Y, Wu Y, Ji X, He Y, Xu Y, Wang W (2017) Flood frequency analysis for alterations of extreme maximum water levels in the Pearl River Delta. Ocean Eng, Elsevier 129(1):117–132CrossRef
go back to reference Zheng F, Westra S, Sisson SA (2013) Quantifying the dependence between extreme rainfall and storm surge in the coastal zone. J Hydrol 505:172–187 Zheng F, Westra S, Sisson SA (2013) Quantifying the dependence between extreme rainfall and storm surge in the coastal zone. J Hydrol 505:172–187
Metadata
Title
DEM Uncertainty Based Coastal Flood Inundation Modeling Considering Water Quality Impacts
Authors
M. Karamouz
F. Fooladi Mahani
Publication date
03-07-2021
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 10/2021
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-021-02849-9

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