A comparative assessment of prediction capabilities of Dempster–Shafer and Weights-of-evidence models in landslide susceptibility mapping using GIS
In a country with diverse geologic, topographic and climatic conditions such as Iran, landslides are frequent phenomena. The aim of this study is to perform a landslide susceptibility assessment at Haraz watershed, Iran using two different approaches such as Dempster–Shafer and Weights-of-evidence m...
| Main Authors: | Pourghasemi, Hamid Reza, Pradhan, Biswajeet, Gokceoglu, Candan, Moezzi, Kimia Deylami |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis
2013
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/28535/ http://psasir.upm.edu.my/id/eprint/28535/1/A%20comparative%20assessment%20of%20prediction%20capabilities%20of%20Dempster%E2%80%93Shafer%20and%20Weights-of-evidence%20models%20in%20landslide%20susceptibility%20mapping%20using%20GIS.pdf |
Similar Items
Landslide susceptibility mapping using support vector machine and GIS at the Golestan province, Iran
by: Pourghasemi, Hamid Reza, et al.
Published: (2013)
by: Pourghasemi, Hamid Reza, et al.
Published: (2013)
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)
by: Pourghasemi, Hamid Reza, 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)
by: Pradhan, Biswajeet, et al.
Published: (2013)
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)
by: Pourghasemi, Hamid Reza, et al.
Published: (2014)
Risk assessment of groundwater pollution with a new methodological framework: application of Dempster-Shafer theory and GIS
by: Neshat, Aminreza, et al.
Published: (2015)
by: Neshat, Aminreza, et al.
Published: (2015)
Automatic landslide detection using Dempster–Shafer theory from LiDAR-derived data and orthophotos
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
Dempster-Shafer for Anomaly Detection
by: Chen, Qi, et al.
Published: (2006)
by: Chen, Qi, et al.
Published: (2006)
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)
by: Pradhan, Biswajeet, et al.
Published: (2013)
Data classification using the Dempster-Shafer method
by: Chen, Qi, et al.
Published: (2014)
by: Chen, Qi, et al.
Published: (2014)
Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia
by: Sezera, Ebru Akcapinar, et al.
Published: (2011)
by: Sezera, Ebru Akcapinar, et al.
Published: (2011)
A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping
by: Pourghasemi, Hamid Reza, et al.
Published: (2016)
by: Pourghasemi, Hamid Reza, et al.
Published: (2016)
A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping
by: Pourghasemi, Hamid Reza, et al.
Published: (2016)
by: Pourghasemi, Hamid Reza, et al.
Published: (2016)
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)
by: Regmi, Amar Deep, et al.
Published: (2014)
Fusion of airborne LiDAR with multispectral SPOT 5 image for enhancement of feature extraction using Dempster–Shafer theory
by: Saeidi, Vahideh, et al.
Published: (2014)
by: Saeidi, Vahideh, et al.
Published: (2014)
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)
by: Pradhan, Biswajeet
Published: (2013)
Maximizing urban features extraction from multi-sensor data with Dempster-Shafer theory and HSI data fusion techniques
by: Idrees, Mohammed Oludare, et al.
Published: (2015)
by: Idrees, Mohammed Oludare, et al.
Published: (2015)
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)
by: Akgun, Aykut, et al.
Published: (2012)
Dempster-Shafer's Approach for Autonomous Virtual Agent Navigation in Virtual Environments.
by: Jaafar, J., et al.
Published: (2010)
by: Jaafar, J., et al.
Published: (2010)
A hybrid GIS-assisted framework to integrate Dempster–Shafer theory of evidence and fuzzy sets in risk analysis: an application in hydrocarbon exploration
by: Seraj, S., et al.
Published: (2021)
by: Seraj, S., et al.
Published: (2021)
Application of an evidential belief function model in landslide susceptibility mapping
by: Althuwaynee, Omar F., et al.
Published: (2012)
by: Althuwaynee, Omar F., 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)
by: Hyun, Joo Oh, et al.
Published: (2011)
Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling-Narayanghat road section in Nepal Himalaya.
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
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)
by: Pradhan, Biswajeet, et al.
Published: (2013)
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)
by: Regmi, Amar Deep, et al.
Published: (2014)
Assignment of protein sequence to functional family using neural network & Dempster-Shafer theory
by: Zaki, N. M., et al.
Published: (2003)
by: Zaki, N. M., et al.
Published: (2003)
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)
by: Pradhan, Biswajeet
Published: (2011)
Landslide Susceptibility Mapping Using Logistic Regression Analysis and GIS Tools
by: Fadzil, Mat Yahaya, et al.
Published: (2014)
by: Fadzil, Mat Yahaya, et al.
Published: (2014)
Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS
by: Tehrany, Mahyat Shafapour, et al.
Published: (2014)
by: Tehrany, Mahyat Shafapour, et al.
Published: (2014)
Application of extended Dempster–Shafer theory of evidence in accident probability estimation for dangerous goods transportation
by: Leung, Yee-Hong, et al.
Published: (2017)
by: Leung, Yee-Hong, et al.
Published: (2017)
Autonomous virtual agent navigation in virtual environments using dempster shafer approach and fuzzy logic
by: Jafreezal Jaafar,, et al.
Published: (2010)
by: Jafreezal Jaafar,, et al.
Published: (2010)
A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking
by: Kok, Chin Chai, et al.
Published: (2013)
by: Kok, Chin Chai, et al.
Published: (2013)
A new method to rank fuzzy numbers using Dempster–Shafer theory with fuzzy targets
by: Chai, Kok Chin, et al.
Published: (2016)
by: Chai, Kok Chin, et al.
Published: (2016)
Development of a hybrid AHP and Dempster-Shafer theory of evidence for project risk assessment problem
by: Albogami, Saad M., et al.
Published: (2021)
by: Albogami, Saad M., et al.
Published: (2021)
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)
by: Sangchini, Ebrahim Karimi, et al.
Published: (2016)
Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
by: Yusrina, Mhamd Azizmy
Published: (2015)
by: Yusrina, Mhamd Azizmy
Published: (2015)
Development of landslide susceptibility map utilizing remote sensing and Geographic Information Systems (GIS)
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2010)
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2010)
Spark Plug Fault Recognition Based on Sensor Fusion and Classifier Combination using Dempster–Shafer Evidence Theory
by: R., Mamat, et al.
Published: (2015)
by: R., Mamat, et al.
Published: (2015)
A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison
by: Althuwaynee, Omar F., et al.
Published: (2016)
by: Althuwaynee, Omar F., et al.
Published: (2016)
Comparison between prediction capabilities of neural network and fuzzy logic techniques for L and slide susceptibility mapping.
by: Pradhan, Biswajeet, et al.
Published: (2010)
by: Pradhan, Biswajeet, et al.
Published: (2010)
Landslide susceptibility mapping: a technical note
by: Sorooshian, Sharyar, et al.
Published: (2015)
by: Sorooshian, Sharyar, et al.
Published: (2015)
Similar Items
-
Landslide susceptibility mapping using support vector machine and GIS at the Golestan province, Iran
by: Pourghasemi, Hamid Reza, et al.
Published: (2013) -
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) -
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) -
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) -
Risk assessment of groundwater pollution with a new methodological framework: application of Dempster-Shafer theory and GIS
by: Neshat, Aminreza, et al.
Published: (2015)