Flood vulnerability mapping using frequency ratio (FR) model: a case study on Kulik river basin, Indo-Bangladesh Barind region

被引:143
作者
Sarkar, Debabrata [1 ]
Mondal, Prolay [1 ]
机构
[1] Raiganj Univ, Dept Geog, Raiganj 733134, W Bengal, India
关键词
Kulik river basin; Flood; Vulnerability; Frequency ratio (FR) model; Receiver operating characteristic (ROC); WEIGHTS-OF-EVIDENCE; LANDSLIDE SUSCEPTIBILITY ASSESSMENT; BIVARIATE STATISTICAL-MODELS; LOGISTIC-REGRESSION; SPATIAL PREDICTION; GIS; DAMAGE; HAZARD; AREAS; IRAN;
D O I
10.1007/s13201-019-1102-x
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Flood is a natural but inevitable phenomenon occurring over the period of time. It not only damages the life, property and resources, but also hampers the economy of a nation. In this paper, an attempt has been made to delineate flood vulnerability areas for Kulik river basin through frequency ratio model. Parameters like slope, elevation, rainfall, drainage density, land use-land cover, TWI, population density, road density and household density were endorsed for understanding flood mechanism. In general, 70 (70%) flood locations from flood inventory map were randomly selected for constructing flood vulnerability map parameters and the rest 30 (30%) flood locations were used for justifying the outcomes. Flood vulnerability zone map was classified into five zones such as very low (2.02 km(2)), low (2.45 km(2)), moderately low (2.44 km(2)), high vulnerable (2.26 km(2)) and very high vulnerable (1.21 km(2)) area. As the AUC value for success rate is 0.901, the constructed flood vulnerable map with FR model is very much accurate for this river basin. The outcome of this paper will help the planners and decision-makers to take some probable measure to minimize flood vulnerability in this region.
引用
收藏
页数:13
相关论文
共 81 条
[1]   Assessing the accuracy of GIS-based elementary multi criteria decision analysis as a spatial prediction tool - A case of predicting potential zones of sustainable groundwater resources [J].
Adiat, K. A. N. ;
Nawawi, M. N. M. ;
Abdullah, K. .
JOURNAL OF HYDROLOGY, 2012, 440 :75-89
[2]   Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models [J].
Akgun, Aykut ;
Dag, Serhat ;
Bulut, Fikri .
ENVIRONMENTAL GEOLOGY, 2008, 54 (06) :1127-1143
[3]   Modeling of groundwater productivity in northeastern Wasit Governorate, Iraq using frequency ratio and Shannon’s entropy models [J].
Al-Abadi A.M. .
Applied Water Science, 2017, 7 (02) :699-716
[4]   Application of GIS-based analytic hierarchy process and frequency ratio model to flood vulnerable mapping and risk area estimation at Sundarban region, India [J].
Ali, Sk Ajim ;
Khatun, Rumana ;
Ahmad, Ateeque ;
Ahmad, Syed Naushad .
MODELING EARTH SYSTEMS AND ENVIRONMENT, 2019, 5 (03) :1083-1102
[6]  
[Anonymous], 2006, DISASTER PREV MANAG, DOI DOI 10.1108/09653560610659775
[7]  
[Anonymous], 2010, THESIS
[8]  
[Anonymous], Trustees Report and Trust Funds
[9]   Impact of climate change on river flooding assessed with different spatial model resolutions [J].
Booij, MJ .
JOURNAL OF HYDROLOGY, 2005, 303 (1-4) :176-198
[10]  
Central Water Commission (CWC), 2010, WAT REL STAT WAT RES, P198