Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling

Numerical stormwater management modeling helps to understand the urban hydrological catchment behavior. Urban hydrological modeling is a complex process, when considering all the urban hydrological catchment characteristics. Selecting and/or prioritizing catchment characteristics according to their...

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Main Authors: Basnayaka, Amila, Sarukkalige, Priyantha
Other Authors: Vanissom Vimonsatit
Format: Conference Paper
Published: Research Publishing Services 2012
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/8379
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author Basnayaka, Amila
Sarukkalige, Priyantha
author2 Vanissom Vimonsatit
author_facet Vanissom Vimonsatit
Basnayaka, Amila
Sarukkalige, Priyantha
author_sort Basnayaka, Amila
building Curtin Institutional Repository
collection Online Access
description Numerical stormwater management modeling helps to understand the urban hydrological catchment behavior. Urban hydrological modeling is a complex process, when considering all the urban hydrological catchment characteristics. Selecting and/or prioritizing catchment characteristics according to their sensitivity on modeling results helps to generate simplified and accurate catchment models. Sensitivities of selected catchment characteristics depend on land use change have been analyzed by hydrological modeling of an urban catchment. Changes to surface roughness coefficients increased the modeled post development peak flow up to 10.3% and 15.5% in 1 year and 100 year ARI events. Changing of infiltration parameters caused to 8.8% and 0.3% changes in peak flows under two scenarios. These results show that the sensitivity of parameters associated with the portion of impervious land use is more significant than the characteristics associated with the pervious land use portion. Results have suggested that the overall land use change is more sensitive to the modeling results of minor rainfall events than the results of major rainfall events. Results will help to decide most sensitive catchment characteristics and applicable range of their values, when modeling similar urban catchments.
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institution Curtin University Malaysia
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spelling curtin-20.500.11937-83792023-02-02T07:57:37Z Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling Basnayaka, Amila Sarukkalige, Priyantha Vanissom Vimonsatit Amarjit Singh Siamak Yazdani Urban hydrology Sensitivity analysis Catchment characteristics Stormwater management Hydrological modeling Numerical stormwater management modeling helps to understand the urban hydrological catchment behavior. Urban hydrological modeling is a complex process, when considering all the urban hydrological catchment characteristics. Selecting and/or prioritizing catchment characteristics according to their sensitivity on modeling results helps to generate simplified and accurate catchment models. Sensitivities of selected catchment characteristics depend on land use change have been analyzed by hydrological modeling of an urban catchment. Changes to surface roughness coefficients increased the modeled post development peak flow up to 10.3% and 15.5% in 1 year and 100 year ARI events. Changing of infiltration parameters caused to 8.8% and 0.3% changes in peak flows under two scenarios. These results show that the sensitivity of parameters associated with the portion of impervious land use is more significant than the characteristics associated with the pervious land use portion. Results have suggested that the overall land use change is more sensitive to the modeling results of minor rainfall events than the results of major rainfall events. Results will help to decide most sensitive catchment characteristics and applicable range of their values, when modeling similar urban catchments. 2012 Conference Paper http://hdl.handle.net/20.500.11937/8379 Research Publishing Services restricted
spellingShingle Urban hydrology
Sensitivity analysis
Catchment characteristics
Stormwater management
Hydrological modeling
Basnayaka, Amila
Sarukkalige, Priyantha
Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling
title Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling
title_full Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling
title_fullStr Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling
title_full_unstemmed Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling
title_short Sensitivity Analysis of Catchment Characteristics in Urban Stormwater Management Modeling
title_sort sensitivity analysis of catchment characteristics in urban stormwater management modeling
topic Urban hydrology
Sensitivity analysis
Catchment characteristics
Stormwater management
Hydrological modeling
url http://hdl.handle.net/20.500.11937/8379