Robust Strategy for Assessing the Costs of Urban Drainage System Designs under Climate Change ScenariosSource: Journal of Water Resources Planning and Management:;2020:;Volume ( 146 ):;issue: 011Author:Marcos Abilio Medeiros de Saboia
,
Francisco de Assis de Souza Filho
,
Fernanda Helfer
,
Larissa Zaira Rafael Rolim
DOI: 10.1061/(ASCE)WR.1943-5452.0001281Publisher: ASCE
Abstract: Uncertainty inherent in precipitation predictions from general circulation model (GCMs) may lead urban drainage systems to be underdesigned (or overdesigned) in the future. This issue can be mitigated with the use of risk analysis models. In this study, a decision-making tool, developed based on six models (minimin, minimax, expected value, Hurwicz, Savage, and scenario-based multiobjective robust optimization), was used to select GCM/representative concentration pathways (RCP) scenarios that would lead to robust designs of an urban drainage system located in Fortaleza, Brazil. The implementation costs of the studied drainage system were estimated using runoff derived from rainfall predictions from six GCMs and two RCPs. After applying the proposed decision-making tool, three GCM/RCP scenarios were selected for yielding the most resilient and reliable designs. The range of feasible GCM/RCP scenarios reflects the level of optimism or pessimism held by a decision maker. We strongly recommend that this method be incorporated in urban drainage system design in order to help municipal planners make better decisions in view of climate change uncertainty.
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| contributor author | Marcos Abilio Medeiros de Saboia | |
| contributor author | Francisco de Assis de Souza Filho | |
| contributor author | Fernanda Helfer | |
| contributor author | Larissa Zaira Rafael Rolim | |
| date accessioned | 2022-01-30T21:16:30Z | |
| date available | 2022-01-30T21:16:30Z | |
| date issued | 11/1/2020 12:00:00 AM | |
| identifier other | %28ASCE%29WR.1943-5452.0001281.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4267916 | |
| description abstract | Uncertainty inherent in precipitation predictions from general circulation model (GCMs) may lead urban drainage systems to be underdesigned (or overdesigned) in the future. This issue can be mitigated with the use of risk analysis models. In this study, a decision-making tool, developed based on six models (minimin, minimax, expected value, Hurwicz, Savage, and scenario-based multiobjective robust optimization), was used to select GCM/representative concentration pathways (RCP) scenarios that would lead to robust designs of an urban drainage system located in Fortaleza, Brazil. The implementation costs of the studied drainage system were estimated using runoff derived from rainfall predictions from six GCMs and two RCPs. After applying the proposed decision-making tool, three GCM/RCP scenarios were selected for yielding the most resilient and reliable designs. The range of feasible GCM/RCP scenarios reflects the level of optimism or pessimism held by a decision maker. We strongly recommend that this method be incorporated in urban drainage system design in order to help municipal planners make better decisions in view of climate change uncertainty. | |
| publisher | ASCE | |
| title | Robust Strategy for Assessing the Costs of Urban Drainage System Designs under Climate Change Scenarios | |
| type | Journal Paper | |
| journal volume | 146 | |
| journal issue | 11 | |
| journal title | Journal of Water Resources Planning and Management | |
| identifier doi | 10.1061/(ASCE)WR.1943-5452.0001281 | |
| page | 13 | |
| tree | Journal of Water Resources Planning and Management:;2020:;Volume ( 146 ):;issue: 011 | |
| contenttype | Fulltext |