Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: A case study from Kat landslides (Tokat—Turkey)

Frequency Ratio ◽

Susceptibility Mapping ◽

Comparison of the frequency ratio, index of entropy, and artificial neural networks methods for landslide susceptibility mapping: A case study in Pınarbaşı/Kastamonu (North of Turkey)

10.1016/b978-0-323-89861-4.00042-7 ◽

2022 ◽

pp. 491-508

Author(s):

Enes Taşoğlu ◽

Sohaib K.M. Abujayyab

Keyword(s):

Neural Networks ◽

Frequency Ratio ◽

Susceptibility Mapping ◽

Index Of Entropy ◽

A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks

Bulletin of Engineering Geology and the Environment ◽

10.1007/s10064-009-0185-2 ◽

2009 ◽

Vol 68 (3) ◽

pp. 297-306 ◽

Cited By ~ 103

Author(s):

Işık Yilmaz

Keyword(s):

Neural Networks ◽

Susceptibility Mapping ◽

Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine

Environmental Earth Sciences ◽

10.1007/s12665-009-0394-9 ◽

2009 ◽

Vol 61 (4) ◽

pp. 821-836 ◽

Cited By ~ 310

Author(s):

Işık Yilmaz

Keyword(s):

Neural Networks ◽

Support Vector Machine ◽

Logistic Regression ◽

Conditional Probability ◽

Susceptibility Mapping ◽

Support Vector ◽

The Application of Artificial Neural Networks to Landslide Susceptibility Mapping at Janghung, Korea

Mathematical Geology ◽

10.1007/s11004-005-9012-x ◽

2006 ◽

Vol 38 (2) ◽

pp. 199-220 ◽

Cited By ~ 54

Author(s):

Saro Lee ◽

Joo-Hyung Ryu ◽

Moung-Jin Lee ◽

Joong-Sun Won

Keyword(s):

Neural Networks ◽

Susceptibility Mapping ◽

Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya

Environmental Earth Sciences ◽

10.1007/s12665-009-0426-5 ◽

2010 ◽

Vol 61 (5) ◽

pp. 1049-1064 ◽

Cited By ~ 136

Author(s):

Chandra Prakash Poudyal ◽

Chandong Chang ◽

Hyun-Joo Oh ◽

Saro Lee

Keyword(s):

Neural Networks ◽

Frequency Ratio ◽

Nepal Himalaya ◽

Susceptibility Maps ◽

Artificial Neural ◽

Landslide Susceptibility Maps

Landslide susceptibility mapping using backpropagation neural networks and logistic regression: The Sephidargole case study, Semnan, Iran

Geomechanics and Geoengineering ◽

10.1080/17486025.2011.560289 ◽

2011 ◽

Vol 6 (3) ◽

pp. 237-250 ◽

Cited By ~ 3

Author(s):

M. Khamehchiyan ◽

P. Abdolmaleki ◽

B. Rakei

Keyword(s):

Neural Networks ◽

Logistic Regression ◽

Susceptibility Mapping ◽

Backpropagation Neural Networks

Landslide susceptibility mapping of the Mediterranean coastal zone of Morocco between Oued Laou and El Jebha using artificial neural networks (ANN)

Arabian Journal of Geosciences ◽

10.1007/s12517-019-4892-0 ◽

2019 ◽

Vol 12 (22) ◽

Cited By ~ 8

Author(s):

Hasnaa Harmouzi ◽

Hakan Ahmet Nefeslioglu ◽

Mohamed Rouai ◽

Ebru Akcapinar Sezer ◽

Abdelillah Dekayir ◽

...

Keyword(s):

Neural Networks ◽

Coastal Zone ◽

Susceptibility Mapping ◽

Artificial Neural ◽

The Mediterranean

Mamdani fuzzy inference systems and artificial neural networks for landslide susceptibility mapping

Natural Hazards ◽

10.1007/s11069-021-04547-6 ◽

2021 ◽

Author(s):

Luísa Vieira Lucchese ◽

Guilherme Garcia de Oliveira ◽

Olavo Correa Pedrollo

Keyword(s):

Neural Networks ◽

Fuzzy Inference ◽

Susceptibility Mapping ◽

Fuzzy Inference Systems ◽

Artificial Neural ◽

Inference Systems

The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks

Environmental Earth Sciences ◽

10.1007/s12665-009-0191-5 ◽

2009 ◽

Vol 60 (3) ◽

pp. 505-519 ◽

Cited By ~ 114

Author(s):

Işık Yilmaz

Keyword(s):

Neural Networks ◽

Conditional Probability ◽

Susceptibility Mapping ◽

Sampling Strategies ◽

Landslide susceptibility mapping with r.landslide: A free open-source GIS-integrated tool based on Artificial Neural Networks

Environmental Modelling & Software ◽

10.1016/j.envsoft.2019.104565 ◽

2020 ◽

Vol 123 ◽

pp. 104565 ◽

Cited By ~ 7

Author(s):

L. Bragagnolo ◽

R.V. da Silva ◽

J.M.V. Grzybowski

Keyword(s):

Neural Networks ◽

Open Source ◽

Susceptibility Mapping ◽

Open Source Gis ◽

Artificial Neural ◽

Free Open Source