TY - JOUR
T1 - Robust Prioritization of Climate Change Adaptation Strategies Using the VIKOR Method with Objective Weights
AU - Kim, Yeonjoo
AU - Chung, Eun Sung
N1 - Publisher Copyright:
© 2015 American Water Resources Association.
PY - 2015/10/1
Y1 - 2015/10/1
N2 - This study proposes a robust prioritization framework for climate change adaptation strategies under uncertain climate change scenarios, using the VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method, a multi-criteria decision-making approach, together with the Shannon entropy-based weights. The VIKOR method allows us to find a compromise solution between two decision strategies of maximizing group utility and minimizing individual regret, and the Shannon entropy is used to determine objective weights among multiple climate change scenarios. The proposed methodology was applied to the problem of selecting locations of subwatersheds for reusing treated wastewater (TWW) in a Korean urban watershed. Selected based on the sustainability concept, hydro-environmental and socioeconomic indicators were used to evaluate the sustainability of TWW reuse under multiple climate change scenarios, using the hydrologic simulation model results and statistical data. Finally, sustainability scores under multiple scenarios were aggregated using the VIKOR together with the Shannon entropy-based weights for the robust prioritization of adaptation strategies. According to the different levels of regret aversion or affinity, our results for water quality showed different sets of adaptation strategies as the best options, suggesting that our framework would help stakeholders seeking the robust options considering both the utility and regret.
AB - This study proposes a robust prioritization framework for climate change adaptation strategies under uncertain climate change scenarios, using the VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method, a multi-criteria decision-making approach, together with the Shannon entropy-based weights. The VIKOR method allows us to find a compromise solution between two decision strategies of maximizing group utility and minimizing individual regret, and the Shannon entropy is used to determine objective weights among multiple climate change scenarios. The proposed methodology was applied to the problem of selecting locations of subwatersheds for reusing treated wastewater (TWW) in a Korean urban watershed. Selected based on the sustainability concept, hydro-environmental and socioeconomic indicators were used to evaluate the sustainability of TWW reuse under multiple climate change scenarios, using the hydrologic simulation model results and statistical data. Finally, sustainability scores under multiple scenarios were aggregated using the VIKOR together with the Shannon entropy-based weights for the robust prioritization of adaptation strategies. According to the different levels of regret aversion or affinity, our results for water quality showed different sets of adaptation strategies as the best options, suggesting that our framework would help stakeholders seeking the robust options considering both the utility and regret.
KW - Climate change scenarios
KW - Entropy
KW - Robust prioritization
KW - VIKOR
UR - http://www.scopus.com/inward/record.url?scp=84939599372&partnerID=8YFLogxK
U2 - 10.1111/jawr.12291
DO - 10.1111/jawr.12291
M3 - Article
AN - SCOPUS:84939599372
SN - 1093-474X
VL - 51
SP - 1167
EP - 1182
JO - Journal of the American Water Resources Association
JF - Journal of the American Water Resources Association
IS - 5
ER -