Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods

Mahyat Shafapour Tehrany; Lalit Kumar; Mustafa Neamah Jebur; Farzin Shabani

doi:10.1080/19475705.2018.1506509

Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods

Geomatics Natural Hazards and Risk ◽

10.1080/19475705.2018.1506509 ◽

2018 ◽

Vol 10 (1) ◽

pp. 79-101 ◽

Cited By ~ 21

Author(s):

Mahyat Shafapour Tehrany ◽

Lalit Kumar ◽

Mustafa Neamah Jebur ◽

Farzin Shabani

Keyword(s):

Logistic Regression ◽

Frequency Ratio ◽

Susceptibility Mapping ◽

Statistical Index ◽

Index Method ◽

Regression Methods ◽

Flood Susceptibility ◽

Flood Susceptibility Mapping

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The application of a Dempster–Shafer-based evidential belief function in flood susceptibility mapping and comparison with frequency ratio and logistic regression methods

Environmental Earth Sciences ◽

10.1007/s12665-018-7667-0 ◽

2018 ◽

Vol 77 (13) ◽

Cited By ~ 20

Author(s):

Mahyat Shafapour Tehrany ◽

Lalit Kumar

Keyword(s):

Logistic Regression ◽

Frequency Ratio ◽

Belief Function ◽

Susceptibility Mapping ◽

Regression Methods ◽

Evidential Belief Function ◽

Flood Susceptibility ◽

Flood Susceptibility Mapping

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GIS-based comparative assessment of flood susceptibility mapping using hybrid multi-criteria decision-making approach, naïve Bayes tree, bivariate statistics and logistic regression: A case of Topľa basin, Slovakia

Ecological Indicators ◽

10.1016/j.ecolind.2020.106620 ◽

2020 ◽

Vol 117 ◽

pp. 106620 ◽

Cited By ~ 8

Author(s):

Sk Ajim Ali ◽

Farhana Parvin ◽

Quoc Bao Pham ◽

Matej Vojtek ◽

Jana Vojteková ◽

...

Keyword(s):

Decision Making ◽

Logistic Regression ◽

Naive Bayes ◽

Naïve Bayes ◽

Comparative Assessment ◽

Susceptibility Mapping ◽

Multi Criteria Decision Making ◽

Bivariate Statistics ◽

Flood Susceptibility ◽

Flood Susceptibility Mapping

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Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India

Advances in Space Research ◽

10.1016/j.asr.2019.12.003 ◽

2020 ◽

Vol 65 (5) ◽

pp. 1466-1489 ◽

Cited By ~ 18

Author(s):

Indrajit Chowdhuri ◽

Subodh Chandra Pal ◽

Rabin Chakrabortty

Keyword(s):

Logistic Regression ◽

Regression Model ◽

River Basin ◽

Logistic Regression Model ◽

Belief Function ◽

Susceptibility Mapping ◽

Eastern India ◽

Evidential Belief Function ◽

Flood Susceptibility ◽

Flood Susceptibility Mapping

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Flood susceptibility mapping using geospatial frequency ratio technique: a case study of Subarnarekha River Basin, India

Modeling Earth Systems and Environment ◽

10.1007/s40808-018-0427-z ◽

2018 ◽

Vol 4 (1) ◽

pp. 395-408 ◽

Cited By ~ 29

Author(s):

Ratan Kumar Samanta ◽

Gouri Sankar Bhunia ◽

Pravat Kumar Shit ◽

Hamid Reza Pourghasemi

Keyword(s):

River Basin ◽

Frequency Ratio ◽

Susceptibility Mapping ◽

Flood Susceptibility ◽

Subarnarekha River ◽

Subarnarekha River Basin ◽

Flood Susceptibility Mapping

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Assessment of flood susceptibility mapping using support vector machine, logistic regression and their ensemble techniques in the Belt and Road region

Geocarto International ◽

10.1080/10106049.2022.2025918 ◽

2022 ◽

pp. 1-40

Author(s):

Jun Liu ◽

Jiyan Wang ◽

Junnan Xiong ◽

Weiming Cheng ◽

Yi Li ◽

...

Keyword(s):

Support Vector Machine ◽

Logistic Regression ◽

Susceptibility Mapping ◽

Support Vector ◽

Flood Susceptibility ◽

Ensemble Techniques ◽

Belt And Road ◽

Flood Susceptibility Mapping ◽

The Belt And Road

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Flood Susceptibility Mapping Using Geographic Information System and Frequency Ratio Analysis in the Lang Suan Watershed, Southern Thailand

The Journal of King Mongkut s University of Technology North Bangkok ◽

10.14416/j.kmutnb.2018.03.005 ◽

2018 ◽

Author(s):

Sirikorn Duangpiboon ◽

Thongchai Suteerasak ◽

Rawee Rattanakom ◽

Wanchitra Towanlong

Keyword(s):

Information System ◽

Geographic Information System ◽

Frequency Ratio ◽

Geographic Information ◽

Susceptibility Mapping ◽

Ratio Analysis ◽

Flood Susceptibility ◽

Southern Thailand ◽

Flood Susceptibility Mapping

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Landslide susceptibility mapping by frequency ratio and logistic regression methods: an example from Niksar–Resadiye (Tokat, Turkey)

Arabian Journal of Geosciences ◽

10.1007/s12517-014-1332-z ◽

2014 ◽

Vol 8 (3) ◽

pp. 1801-1812 ◽

Cited By ~ 39

Author(s):

Gokhan Demir ◽

Mustafa Aytekin ◽

Aykut Akgun

Keyword(s):

Logistic Regression ◽

Landslide Susceptibility ◽

Frequency Ratio ◽

Susceptibility Mapping ◽

Landslide Susceptibility Mapping ◽

Regression Methods

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Evaluation of flood susceptibility mapping using logistic regression and GIS conditioning factors

Arabian Journal of Geosciences ◽

10.1007/s12517-018-4095-0 ◽

2018 ◽

Vol 11 (24) ◽

Cited By ~ 19

Author(s):

Ahmed E. M. Al-Juaidi ◽

Ayman M. Nassar ◽

Omar E. M. Al-Juaidi

Keyword(s):

Logistic Regression ◽

Susceptibility Mapping ◽

Conditioning Factors ◽

Flood Susceptibility ◽

Flood Susceptibility Mapping

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Flood susceptibility mapping by integrating frequency ratio and index of entropy with multilayer perceptron and classification and regression tree

Journal of Environmental Management ◽

10.1016/j.jenvman.2021.112449 ◽

2021 ◽

Vol 289 ◽

pp. 112449

Author(s):

Yi Wang ◽

Zhice Fang ◽

Haoyuan Hong ◽

Romulus Costache ◽

Xianzhe Tang

Keyword(s):

Multilayer Perceptron ◽

Frequency Ratio ◽

Regression Tree ◽

Susceptibility Mapping ◽

Classification And Regression Tree ◽

Flood Susceptibility ◽

Index Of Entropy ◽

Classification And Regression ◽

Flood Susceptibility Mapping

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Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran

Geocarto International ◽

10.1080/10106049.2015.1041559 ◽

2015 ◽

Vol 31 (1) ◽

pp. 42-70 ◽

Cited By ~ 132

Author(s):

Omid Rahmati ◽

Hamid Reza Pourghasemi ◽

Hossein Zeinivand

Keyword(s):

Frequency Ratio ◽

Weights Of Evidence ◽

Susceptibility Mapping ◽

Flood Susceptibility ◽

Flood Susceptibility Mapping

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