Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model
The current paper presents landslide hazard analysis around the Cameron area, Malaysia, using advanced artificial neural networks with the help of Geographic Information System (GIS) and remote sensing techniques. Landslide locations were determined in the study area by interpretation of aerial phot...
| Main Authors: | Pradhan, Biswajeet, Youssef, Ahmed Mohamed, Varathrajoo, Renuganth |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wuhan University
2010
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/13251/ http://psasir.upm.edu.my/id/eprint/13251/1/Approaches%20for%20delineating%20landslide%20hazard%20areas%20using%20different%20training%20sites%20in%20an%20advanced%20artificial%20neural%20network%20model.pdf |
Similar Items
Landslide risk analysis using artificial neural network model focussing on different training sites
by: Pradhan, Biswajeet, et al.
Published: (2009)
by: Pradhan, Biswajeet, et al.
Published: (2009)
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 hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model.
by: Pradhan, Biswajeet, et al.
Published: (2011)
by: Pradhan, Biswajeet, et al.
Published: (2011)
Estimation of rainfall threshold and its use in landslide hazard mapping of Kuala Lumpur metropolitan and surrounding areas
by: Althuwaynee, Omar F., et al.
Published: (2015)
by: Althuwaynee, Omar F., et al.
Published: (2015)
Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines
by: Hong, Haoyuan, et al.
Published: (2016)
by: Hong, Haoyuan, et al.
Published: (2016)
Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
by: Bui, Dieu Tien, et al.
Published: (2016)
by: Bui, Dieu Tien, et al.
Published: (2016)
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)
Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines
by: Haoyuan, Hong, et al.
Published: (2015)
by: Haoyuan, Hong, 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)
by: Youssef, Ahmed M., et al.
Published: (2015)
Application of remote sensing techniques for prediction of landslide hazard areas in Malaysia
by: Ahmad, Samsudin, et al.
Published: (2004)
by: Ahmad, Samsudin, et al.
Published: (2004)
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)
by: Nourani, Vahid, et al.
Published: (2014)
Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam.
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy
by: Hong, Haoyuan, et al.
Published: (2017)
by: Hong, Haoyuan, et al.
Published: (2017)
Effect of Natural Hazards on Types of Landslide
by: Namdar, Abdoullah, et al.
Published: (2014)
by: Namdar, Abdoullah, et al.
Published: (2014)
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)
Spatial prediction of landslide hazards and risk areas using integrated statistical and data mining approaches
by: Althuwaynee, Omar Faisal S.
Published: (2014)
by: Althuwaynee, Omar Faisal S.
Published: (2014)
A comparative study of different machine learning methods for landslide susceptibility assessment: a case study of Uttarakhand area (India)
by: Pham, Binh Thai, et al.
Published: (2016)
by: Pham, Binh Thai, et al.
Published: (2016)
Assessment of snowmelt triggered landslide hazard and risk in Japan
by: Kawagoe, S., et al.
Published: (2009)
by: Kawagoe, S., et al.
Published: (2009)
Probabilistic modelling of rainfall induced landslide hazard assessment
by: Kawagoe, S., et al.
Published: (2010)
by: Kawagoe, S., et al.
Published: (2010)
Landslide Hazard Analysis Using Frequency Ratio Model
by: Jadda, Mehrnoosh
Published: (2009)
by: Jadda, Mehrnoosh
Published: (2009)
Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): a comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
by: Tien Bui, Dieu, et al.
Published: (2012)
by: Tien Bui, Dieu, et al.
Published: (2012)
Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model
by: Pradhan, Biswajeet, et al.
Published: (2008)
by: Pradhan, Biswajeet, et al.
Published: (2008)
Spatial landslide hazard assessment along the Jelapang Corridor of the North-South Expressway in Malaysia using high resolution airborne LiDAR data
by: Mohd Yusof, Norbazlan, et al.
Published: (2016)
by: Mohd Yusof, Norbazlan, et al.
Published: (2016)
Hazards at Construction Sites
by: Abdul Hamid, Abdul Rahim, et al.
Published: (2003)
by: Abdul Hamid, Abdul Rahim, et al.
Published: (2003)
Semi-automated geomorphological mapping applied to landslide hazard analysis
by: Hansen, Andrew
Published: (2007)
by: Hansen, Andrew
Published: (2007)
Flood hazard delineation in Greater Dhaka, Bangladesh using an integrated GIS and remote sensing approach
by: Dewan, Ashraf, et al.
Published: (2006)
by: Dewan, Ashraf, et al.
Published: (2006)
Remediation and mitigation strategies for rock fall hazards along the highways of Fayfa Mountain, Jazan Region, Kingdom of Saudi Arabia
by: Maerz, Norbert H., et al.
Published: (2014)
by: Maerz, Norbert H., 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)
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)
Detection of vertical slope movement in highly vegetated tropical area of Gunung pass landslide, Malaysia, using L-band InSAR technique
by: Jebur, Mustafa Neamah, et al.
Published: (2014)
by: Jebur, Mustafa Neamah, et al.
Published: (2014)
Optimized neural architecture for automatic landslide detection from high-resolution airborne laser scanning data
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
by: Mezaal, Al-Karawi Mustafa Ridha, et al.
Published: (2017)
Lineament mapping and its application in landslide hazard assessment: a review.
by: Ramli, Mohammad Firuz, et al.
Published: (2010)
by: Ramli, Mohammad Firuz, et al.
Published: (2010)
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)
by: Dehnavi, Alireza, et al.
Published: (2015)
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)
Telephone for hazardous area
by: Zakiah, Binti Jerani
Published: (2000)
by: Zakiah, Binti Jerani
Published: (2000)
Multi-scenario rockfall hazard assessment using LiDAR data and GIS
by: Fanos, Ali Mutar, et al.
Published: (2016)
by: Fanos, Ali Mutar, et al.
Published: (2016)
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)
Delineation of Catchment Boundary for Flood Prone Area: A Case Study of Pekan Town Area
by: Noor Asiah, Mohamad, et al.
Published: (2017)
by: Noor Asiah, Mohamad, et al.
Published: (2017)
Managing physical hazards on construction site
by: Siti Norlizah, Haji Saiman
Published: (2010)
by: Siti Norlizah, Haji Saiman
Published: (2010)
Optimizing hydrological research: comparative analysis of DEMs for enhanced catchment area delineation
by: Khairul Nizam Abdul Maulud,, et al.
Published: (2024)
by: Khairul Nizam Abdul Maulud,, et al.
Published: (2024)
Similar Items
-
Landslide risk analysis using artificial neural network model focussing on different training sites
by: Pradhan, Biswajeet, et al.
Published: (2009) -
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) -
Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model.
by: Pradhan, Biswajeet, et al.
Published: (2011) -
Estimation of rainfall threshold and its use in landslide hazard mapping of Kuala Lumpur metropolitan and surrounding areas
by: Althuwaynee, Omar F., et al.
Published: (2015) -
Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines
by: Hong, Haoyuan, et al.
Published: (2016)