Integrated flood vulnerability assessment approach based on TOPSIS and Shannon entropy methods

被引:162
作者
Yang, Weichao [1 ,2 ]
Xu, Kui [1 ,2 ]
Lian, Jijian [1 ,2 ]
Ma, Chao [1 ,2 ]
Bin, Lingling [2 ,3 ]
机构
[1] Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300350, Peoples R China
[2] Tianjin Univ, Sch Civil Engn, Tianjin 300350, Peoples R China
[3] Tianjin Univ, Frontier Technol Res Inst, Tianjin 300350, Peoples R China
基金
中国国家自然科学基金;
关键词
Flood vulnerability; Integrated assessment; TOPSIS; Shannon entropy method; Hydrodynamic model; Multi-indices system; Inhomogeneity; SOCIAL VULNERABILITY; FLASH-FLOOD; ADAPTIVE CAPACITY; CLIMATE-CHANGE; RISK; PERFORMANCE; LESSONS; HAZARDS; IMPACT; INDEX;
D O I
10.1016/j.ecolind.2018.02.015
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
Flood vulnerability assessment is becoming increasingly important around the world. Nevertheless, the high dimensional and non-linear relationship between various indices and flood vulnerability greatly hinders researchers from making a reasonable assessment. Thus, an integrated flood vulnerability assessment approach is proposed here by combining a multi-criteria decision making technique, the technique for order preference by similarity to ideal solution (TOPSIS), with the Shannon entropy method. The Shannon entropy method is used to account for the inhomogeneity in the indicator values. TOPSIS uses a multi-criteria system where hydrodynamic modeling is applied to obtain the values of exposure indicators. This approach is tested in a rural district of Hainan Province, China. The flood vulnerability at the town and administrative village scales is presented through a geographic information system. By considering the inhomogeneity of the internal attributes, the integrated assessment approach is eventually proven as a highly realistic approach for assessing flood vulnerability. The advantages of this approach become highly pronounced when the evaluation objects have more internal indicators and the internal inhomogeneity among the values of these indicators is high. The main driving factors of flood vulnerability in one district has also been successfully identified using the proposed integrated method. In sum, this integrated assessment method can provide decision makers with highly targeted decision making references to effectively reduce the flood vulnerability of the study area.
引用
收藏
页码:269 / 280
页数:12
相关论文
共 41 条
[11]   Validation of a social vulnerability index in context to river-floods in Germany [J].
Fekete, A. .
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2009, 9 (02) :393-403
[12]   Guidelines for landslide susceptibility, hazard and risk-zoning for land use planning [J].
Fell, Robin ;
Cororninas, Jordi ;
Bonnard, Christophe ;
Cascini, Leonardo ;
Leroi, Eric ;
Savage, William Z. .
ENGINEERING GEOLOGY, 2008, 102 (3-4) :85-98
[13]   A fuzzy multi criteria approach for measuring sustainability performance of a supplier based on triple bottom line approach [J].
Govindan, Kannan ;
Khodaverdi, Roohollah ;
Jafarian, Ahmad .
JOURNAL OF CLEANER PRODUCTION, 2013, 47 :345-354
[14]  
Hirabayashi Y, 2013, NAT CLIM CHANGE, V3, P816, DOI [10.1038/nclimate1911, 10.1038/NCLIMATE1911]
[15]   An assessment of multidimensional flood vulnerability at the provincial scale in China based on the DEA method [J].
Huang, Dapeng ;
Zhang, Renhe ;
Huo, Zhiguo ;
Mao, Fei ;
Youhao, E. ;
Zheng, Wei .
NATURAL HAZARDS, 2012, 64 (02) :1575-1586
[16]   Assessment of Social Vulnerability to Flood in Urban Cote d'Ivoire Using the MOVE Framework [J].
Kablan, Malan Ketcha Armand ;
Dongo, Kouassi ;
Coulibaly, Mamadou .
WATER, 2017, 9 (04)
[17]   Integrated flash flood vulnerability assessment: Insights from East Attica, Greece [J].
Karagiorgos, Konstantinos ;
Thaler, Thomas ;
Heiser, Micha ;
Huebl, Johannes ;
Fuchs, Sven .
JOURNAL OF HYDROLOGY, 2016, 541 :553-562
[18]  
Karamouz M, 2017, J WATER RES PLAN MAN, V143, DOI [10.1061/(ASCE)WR.1943-5452.0000724, 10.1061/(asce)wr.1943-5452.0000724]
[19]   Impact of climate change on floodplain inundation and hydrological connectivity between wetlands and rivers in a tropical river catchment [J].
Karim, Fazlul ;
Petheram, Cuan ;
Marvanek, Steve ;
Ticehurst, Catherine ;
Wallace, Jim ;
Hasan, Masud .
HYDROLOGICAL PROCESSES, 2016, 30 (10) :1574-1593
[20]  
Khagram S., 2003, Journal of Human Development, V4, P289, DOI DOI 10.1080/1464988032000087604