TY - JOUR
T1 - Robust Siting of Permeable Pavement in Highly Urbanized Watersheds Considering Climate Change Using a Combination of Fuzzy-TOPSIS and the VIKOR Method
AU - Chae, Seung Taek
AU - Chung, Eun Sung
AU - Jiang, Jiping
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Nature B.V.
PY - 2022/2
Y1 - 2022/2
N2 - Selecting an optimal location to maximize low impact development (LID) efficiency while accounting for future climate change is a difficult problem that requires multiple criteria to be considered. This study used a coupled approach of Fuzzy-TOPSIS and VIKOR to prioritize the best sites for permeable pavement in an urban watershed while considering climate change scenarios. The future climate change scenario known as shared socioeconomic pathways (SSPs) was used, with ten CMIP6 GCMs. Future monthly precipitation data were bias corrected using a quantile mapping method. The Mokgamcheon watershed, Korea, which has been highly urbanized, was selected, and its 27 sub-watersheds were determined to be the best candidate sites for permeable pavement. The evaluation criteria were determined based on the driving force-pressure-state-impact-response framework, and the corresponding values for the 27 sub-watersheds were obtained from national statistics, bias-corrected precipitation values, and simulations of the Storm Water Management Model (SWMM). The relative closeness to the positive ideal solution was calculated in each case using Fuzzy-TOPSIS, and priority scores were aggregated using the VIKOR method. The priority of permeable pavement was higher in the downstream watershed, which was more urbanized than in the upstream watershed. The results of this study can be helpful to establish a plan for improving the water cycles in urban watersheds under future climate change scenarios.
AB - Selecting an optimal location to maximize low impact development (LID) efficiency while accounting for future climate change is a difficult problem that requires multiple criteria to be considered. This study used a coupled approach of Fuzzy-TOPSIS and VIKOR to prioritize the best sites for permeable pavement in an urban watershed while considering climate change scenarios. The future climate change scenario known as shared socioeconomic pathways (SSPs) was used, with ten CMIP6 GCMs. Future monthly precipitation data were bias corrected using a quantile mapping method. The Mokgamcheon watershed, Korea, which has been highly urbanized, was selected, and its 27 sub-watersheds were determined to be the best candidate sites for permeable pavement. The evaluation criteria were determined based on the driving force-pressure-state-impact-response framework, and the corresponding values for the 27 sub-watersheds were obtained from national statistics, bias-corrected precipitation values, and simulations of the Storm Water Management Model (SWMM). The relative closeness to the positive ideal solution was calculated in each case using Fuzzy-TOPSIS, and priority scores were aggregated using the VIKOR method. The priority of permeable pavement was higher in the downstream watershed, which was more urbanized than in the upstream watershed. The results of this study can be helpful to establish a plan for improving the water cycles in urban watersheds under future climate change scenarios.
KW - Fuzzy-TOPSIS
KW - General circulation model (GCM)
KW - Permeable pavement
KW - SWMM
KW - VIKOR
UR - http://www.scopus.com/inward/record.url?scp=85123950558&partnerID=8YFLogxK
U2 - 10.1007/s11269-022-03062-y
DO - 10.1007/s11269-022-03062-y
M3 - Article
AN - SCOPUS:85123950558
SN - 0920-4741
VL - 36
SP - 951
EP - 969
JO - Water Resources Management
JF - Water Resources Management
IS - 3
ER -