Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system
Urban areas are becoming increasingly vulnerable to extreme storms and flash floods, which could be more damaging under climate change. This study presented an integrated framework for assessing climate change impact on extreme rainfall and urban drainage systems by incorporating a number of statist...
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sg-ntu-dr.10356-1540102021-12-14T02:17:03Z Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system Lu, Wei Qin, Xiaosheng School of Civil and Environmental Engineering Engineering::Civil engineering Climate Change Extreme Rainfall Urban areas are becoming increasingly vulnerable to extreme storms and flash floods, which could be more damaging under climate change. This study presented an integrated framework for assessing climate change impact on extreme rainfall and urban drainage systems by incorporating a number of statistical and modelling techniques. Starting from synthetic future climate data generated by the stochastic weather generator, the simple scaling method and the Huff rainfall design were adopted for rainfall disaggregation and rainfall design. After having obtained 3-min level designed rainfall information, the urban hydrological model (i.e., Storm Water Management Model) was used to carry out the runoff analysis. A case study in a tropical city was used to demonstrate the proposed framework. Particularly, the impact of selecting different general circulation models and Huff distributions on future 1-h extreme rainfall and the performance of the urban drainage system were investigated. It was revealed that the proposed framework is flexible and easy to implement in generating temporally high-resolution rainfall data under climate model projections and offers a parsimonious way of assessing urban flood risks considering the uncertainty arising from climate change model projections, downscaling and rainfall design. Ministry of Education (MOE) Nanyang Technological University Published version This project was supported by Start-Up Grant (M4081327.030) from the School of Civil and Environmental Engineering, Nanyang Technological University, Singapore and in part by the AcRF Tier 1 project (M4012228.030) from the Ministry of Education (MOE), Singapore. 2021-12-14T02:17:03Z 2021-12-14T02:17:03Z 2020 Journal Article Lu, W. & Qin, X. (2020). Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system. Hydrology Research, 51(1), 77-89. https://dx.doi.org/10.2166/nh.2019.233 1998-9563 https://hdl.handle.net/10356/154010 10.2166/nh.2019.233 2-s2.0-85087279946 1 51 77 89 en M4081327.030 M4012228.030 Hydrology Research © 2020 The Author(s). This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (CC BY-NC-ND 4.0), which permits copying and redistribution for non-commercial purposes with no derivatives, provided the original work is properly cited (http://creativecommons.org/licenses/by-nc-nd/4.0/). application/pdf |
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Engineering::Civil engineering Climate Change Extreme Rainfall Lu, Wei Qin, Xiaosheng Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
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Urban areas are becoming increasingly vulnerable to extreme storms and flash floods, which could be more damaging under climate change. This study presented an integrated framework for assessing climate change impact on extreme rainfall and urban drainage systems by incorporating a number of statistical and modelling techniques. Starting from synthetic future climate data generated by the stochastic weather generator, the simple scaling method and the Huff rainfall design were adopted for rainfall disaggregation and rainfall design. After having obtained 3-min level designed rainfall information, the urban hydrological model (i.e., Storm Water Management Model) was used to carry out the runoff analysis. A case study in a tropical city was used to demonstrate the proposed framework. Particularly, the impact of selecting different general circulation models and Huff distributions on future 1-h extreme rainfall and the performance of the urban drainage system were investigated. It was revealed that the proposed framework is flexible and easy to implement in generating temporally high-resolution rainfall data under climate model projections and offers a parsimonious way of assessing urban flood risks considering the uncertainty arising from climate change model projections, downscaling and rainfall design. |
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School of Civil and Environmental Engineering |
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School of Civil and Environmental Engineering Lu, Wei Qin, Xiaosheng |
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Article |
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Lu, Wei Qin, Xiaosheng |
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Lu, Wei |
title |
Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
title_short |
Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
title_full |
Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
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Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
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Integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
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integrated framework for assessing climate change impact on extreme rainfall and the urban drainage system |
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2021 |
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https://hdl.handle.net/10356/154010 |
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1720447117506379776 |