Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia

QR Code

Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia

The purpose of the present paper is to manifest the results of the neuro-fuzzy model using remote sensing data and GIS for landslide susceptibility analysis in a part of the Klang Valley areas i Malaysia. Landslide locations in the study area were identified by interpreting aerial photographs and sa...

Full description

Bibliographic Details
Main Authors:	Sezera, Ebru Akcapinar, Pradhan, Biswajeet, Gokceogluc, Candan
Format:	Article
Language:	English
Published:	Elsevier 2011
Online Access:	http://psasir.upm.edu.my/id/eprint/24274/ http://psasir.upm.edu.my/id/eprint/24274/1/Manifestation%20of%20an%20adaptive%20neuro-fuzzy%20model%20on%20landslide%20susceptibility%20mapping%20Klang%20valley%2C%20Malaysia.pdf

Similar Items

Erratum to: `Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia` [Expert Systems with Applications 38 (2011) 8208`8219]
by: Pradhan, Biswajeet, et al.
Published: (2013)

An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm
by: Akgun, Aykut, et al.
Published: (2012)

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area.
by: Hyun, Joo Oh, et al.
Published: (2011)

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran
by: Pourghasemi, Hamid Reza, et al.
Published: (2012)

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS.
by: Pradhan, Biswajeet
Published: (2013)

Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran)
by: Aghdam, Iman Nasiri, et al.
Published: (2016)

Landslide susceptibility mapping using support vector machine and GIS at the Golestan province, Iran
by: Pourghasemi, Hamid Reza, et al.
Published: (2013)

Application of an evidential belief function model in landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2012)

Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran.
by: Pradhan, Biswajeet, et al.
Published: (2013)

A comparative assessment of prediction capabilities of Dempster–Shafer and Weights-of-evidence models in landslide susceptibility mapping using GIS
by: Pourghasemi, Hamid Reza, et al.
Published: (2013)

An assessment of the use of an advanced neural network model with five different training strategies for the preparation of landslide susceptibility maps.
by: Pradhan, Biswajeet
Published: (2011)

GIS-based landslide susceptibility mapping with probabilistic likelihood ratio and spatial multi-criteria evaluation models (North of Tehran, Iran)
by: Pourghasemi, Hamid Reza, et al.
Published: (2014)

A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison
by: Althuwaynee, Omar F., et al.
Published: (2016)

Landslide susceptibility mapping: a technical note
by: Sorooshian, Sharyar, et al.
Published: (2015)

Landslide Susceptibility Mapping: A Technical Note
by: Sorooshian, Shahryar, et al.
Published: (2015)

Landslide susceptibility mapping using ensemble bivariate and multivariate statistical models in Fayfa area, Saudi Arabia
by: Youssef, Ahmed M., et al.
Published: (2015)

Landslides in the hillside development in the Hulu Klang, Klang Valley
by: Abu Samah, Farisham
Published: (2006)

Comparison between prediction capabilities of neural network and fuzzy logic techniques for L and slide susceptibility mapping.
by: Pradhan, Biswajeet, et al.
Published: (2010)

Landslide susceptibility mapping using decision-tree based chi-squared automatic interaction detection (CHAID) and logistic regression (LR) integration
by: Althuwaynee, Omar F., et al.
Published: (2014)

A new hybrid model using Step-wise Weight Assessment Ratio Analysis (SWARA) technique and Adaptive Neuro-fuzzy Inference System (ANFIS) for regional landslide hazard assessment in Iran
by: Dehnavi, Alireza, et al.
Published: (2015)

Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models
by: Nourani, Vahid, et al.
Published: (2014)

Landslide susceptibility mapping along Bhalubang-Shiwapur area of mid-Western Nepal using frequency ratio and conditional probability models
by: Regmi, Amar Deep, et al.
Published: (2014)

Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya
by: Regmi, Amar Deep, et al.
Published: (2014)

Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia
by: Umar, Zahrul, et al.
Published: (2014)

Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS
by: Pradhan, Biswajeet, et al.
Published: (2014)

A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2014)

Landslide factors and susceptibility mapping on natural and artificial slopes in Kundasang, Sabah
by: Kamilia Sharir,, et al.
Published: (2017)

Landslide Susceptibility Mapping Using Logistic Regression Analysis and GIS Tools
by: Fadzil, Mat Yahaya, et al.
Published: (2014)

Assessment and comparison of combined bivariate and AHP models with logistic regression for landslide susceptibility mapping in the Chaharmahal-e-Bakhtiari Province, Iran
by: Sangchini, Ebrahim Karimi, et al.
Published: (2016)

Landslide susceptibility assessment in Vietnam using support vector machines, decision tree, and nave bayes models
by: Tien Bui, Dieu, et al.
Published: (2012)

A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2014)

Landslide susceptibility mapping: effect of spatial resolution towards the prediction of landslide prone area in a tropical catchment.
by: Sulaiman, Wan Nor Azmin, et al.
Published: (2017)

Representing landslides as polygon (areal) or points? How different data types influence the accuracy of landslide susceptibility maps
by: Simon, Norbert, et al.
Published: (2017)

Landslide susceptibility mapping: effect of spatial resolution towards the prediction of landslide prone area in a tropical catchment
by: Sulaiman, Wan Nor Azmin, et al.
Published: (2017)

Adaptive neuro-fuzzy control of wet scrubbing process
by: Salami, Momoh Jimoh Eyiomika, et al.
Published: (2015)

Adaptive neuro-fuzzy control approach for spacecraft maneuvers
by: Abdelrahman, Mohammad, et al.
Published: (2006)

Landslide susceptibility mapping at VAZ watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms
by: Pradhan, Biswajeet, et al.
Published: (2013)

Manifestation of LiDAR-derived parameters in the spatial prediction of landslides using novel ensemble evidential belief functions and support vector machine models in GIS
by: Jebur, Mustafa Neamah, et al.
Published: (2014)

A framework of modified adaptive neuro-fuzzy inference engine
by: Hossen, Md. Jakir
Published: (2012)

Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
by: Yusrina, Mhamd Azizmy
Published: (2015)