Landslide susceptibility mapping using ensemble bivariate and multivariate statistical models in Fayfa area, Saudi Arabia
A comprehensive landslide susceptibility mapping (LSM) should be produced to reduce damages to individuals and infrastructures. In the international landslide literature, various statistical methods such as logistic regression (LR) and frequency ratio (FR) have been widely used individually for LSM....
| Main Authors: | Youssef, Ahmed M., Pradhan, Biswajeet, Jebur, Mustafa Neamah, El-Harbi, Hassan M. |
|---|---|
| Format: | Article |
| Published: |
Springer Verlag
2015
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/34351/ |
Similar Items
Flash flood susceptibility assessment in Jeddah city (Kingdom of Saudi Arabia) using bivariate and multivariate statistical models
by: Youssef, Ahmed M., et al.
Published: (2016)
by: Youssef, Ahmed M., et al.
Published: (2016)
Spatial prediction of flood susceptible areas using rule based decision tree (DT) and ensemble bivariate and multivariate statistical models in GIS
by: Pradhan, Biswajeet, et al.
Published: (2013)
by: Pradhan, Biswajeet, et al.
Published: (2013)
Flood susceptibility mapping using integrated bivariate and multivariate statistical models
by: Tehrany, Mahyat Shafapour, et al.
Published: (2014)
by: Tehrany, Mahyat Shafapour, et al.
Published: (2014)
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)
by: Althuwaynee, Omar F., et al.
Published: (2014)
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)
Application of bivariate and multivariate statistical techniques in landslide susceptibility modeling in Chittagong City Corporation, Bangladesh
by: Ahmed, B., et al.
Published: (2017)
by: Ahmed, B., et al.
Published: (2017)
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)
by: Umar, Zahrul, 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)
Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method
by: Tehrany, Mahyat Shafapour, et al.
Published: (2015)
by: Tehrany, Mahyat Shafapour, et al.
Published: (2015)
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)
by: Jebur, Mustafa Neamah, et al.
Published: (2014)
An integrated user-friendly ArcMAP tool for bivariate statistical modeling in geoscience applications
by: Jebur, Mustafa Neamah, et al.
Published: (2015)
by: Jebur, Mustafa Neamah, et al.
Published: (2015)
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)
by: Althuwaynee, Omar F., et al.
Published: (2014)
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)
by: Aghdam, Iman Nasiri, et al.
Published: (2016)
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)
Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale
by: Jebur, Mustafa Neamah, et al.
Published: (2014)
by: Jebur, Mustafa Neamah, et al.
Published: (2014)
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)
Using ALOS PALSAR derived high - resolution DInSAR to detect slow - moving landslides in tropical forest: Cameron Highlands, Malaysia
by: Jebur, Mustafa Neamah, et al.
Published: (2016)
by: Jebur, Mustafa Neamah, et al.
Published: (2016)
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)
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)
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)
On robust bivariate and multivariate correlation coefficient
by: Uraibi, Hassan Sami, et al.
Published: (2019)
by: Uraibi, Hassan Sami, et al.
Published: (2019)
Assessment of rock slope stability and structurally controlled failures along Samma escarpment road, Asir Region (Saudi Arabia)
by: Youssef, Ahmed M., et al.
Published: (2015)
by: Youssef, Ahmed M., et al.
Published: (2015)
Landslide susceptibility mapping: machine and ensemble learning based on remote sensing big data
by: Kalantar, Bahareh, et al.
Published: (2020)
by: Kalantar, Bahareh, et al.
Published: (2020)
Prediction of slope failures using bivariate statistical based index of entropy model
by: Althuwaynee, Omar F., et al.
Published: (2012)
by: Althuwaynee, Omar F., et al.
Published: (2012)
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)
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)
Gold potential mapping using bivariate and multivariate statistical models in GIS at Gua Musang, Malaysia
by: Yusoff, Suhaimizi
Published: (2015)
by: Yusoff, Suhaimizi
Published: (2015)
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)
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)
Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS
by: Pradhan, Biswajeet, et al.
Published: (2014)
by: Pradhan, Biswajeet, et al.
Published: (2014)
Debris flow impact assessment caused by 14 April 2012 rainfall along the Al-Hada Highway, Kingdom of Saudi Arabia using high-resolution satellite imagery
by: Youssef, Ahmed M., et al.
Published: (2014)
by: Youssef, Ahmed M., et al.
Published: (2014)
Remote sensing-based studies coupled with field data reveal urgent solutions to avert the risk of flash floods in the Wadi Qus (east of Jeddah) Kingdom of Saudi Arabia
by: Youssef, Ahmed M., et al.
Published: (2015)
by: Youssef, Ahmed M., 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)
Assessment of impact of mass movements on the upper Tayyah valleys bridge along Shear escarpment highway, Asir region (Saudi Arabia) using remote sensing data and field investigation
by: Youssef, Ahmed M., et al.
Published: (2015)
by: Youssef, Ahmed M., et al.
Published: (2015)
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)
Debris flow impact assessment along the Al-Raith Road, Kingdom of Saudi Arabia, using remote sensing data and field investigations
by: Youssef, Ahmed M., et al.
Published: (2016)
by: Youssef, Ahmed M., et al.
Published: (2016)
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)
Analysis on causes of flash flood in Jeddah city (Kingdom of Saudi Arabia) of 2009 and 2011 using multi-sensor remote sensing data and GIS
by: Youssef, Ahmed M., et al.
Published: (2016)
by: Youssef, Ahmed M., et al.
Published: (2016)
Data fusion technique using wavelet transform and taguchi methods for automatic landslide detection from airborne laser scanning data and QuickBird satellite imagery
by: Pradhan, Biswajeet, et al.
Published: (2016)
by: Pradhan, Biswajeet, et al.
Published: (2016)
Use of geological and geomorphological parameters in potential suitability assessment for urban planning development at Wadi Al-Asla basin, Jeddah, Kingdom of Saudi Arabia
by: Youssef, Ahmed M., et al.
Published: (2015)
by: Youssef, Ahmed M., et al.
Published: (2015)
Similar Items
-
Flash flood susceptibility assessment in Jeddah city (Kingdom of Saudi Arabia) using bivariate and multivariate statistical models
by: Youssef, Ahmed M., et al.
Published: (2016) -
Spatial prediction of flood susceptible areas using rule based decision tree (DT) and ensemble bivariate and multivariate statistical models in GIS
by: Pradhan, Biswajeet, et al.
Published: (2013) -
Flood susceptibility mapping using integrated bivariate and multivariate statistical models
by: Tehrany, Mahyat Shafapour, et al.
Published: (2014) -
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) -
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)