Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
出版年份 2015 全文链接
标题
Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
作者
关键词
Landslide susceptibility mapping, Random forest, Boosted regression tree, Classification and regression tree, General linear model, Saudi Arabia
出版物
Landslides
Volume 13, Issue 5, Pages 839-856
出版商
Springer Nature
发表日期
2015-08-07
DOI
10.1007/s10346-015-0614-1
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Landslide susceptibility delineation in the Ar-Rayth area, Jizan, Kingdom of Saudi Arabia, using analytical hierarchy process, frequency ratio, and logistic regression models
- (2015) Ahmed M. Youssef Environmental Earth Sciences
- Remediation and mitigation strategies for rock fall hazards along the highways of Fayfa Mountain, Jazan Region, Kingdom of Saudi Arabia
- (2014) Norbert H. Maerz et al. Arabian Journal of Geosciences
- Forest fire susceptibility mapping in the Minudasht forests, Golestan province, Iran
- (2014) Zohre Sadat Pourtaghi et al. Environmental Earth Sciences
- Landslide susceptibility mapping using ensemble bivariate and multivariate statistical models in Fayfa area, Saudi Arabia
- (2014) Ahmed M. Youssef et al. Environmental Earth Sciences
- Landslide susceptibility mapping at Al-Hasher area, Jizan (Saudi Arabia) using GIS-based frequency ratio and index of entropy models
- (2014) Ahmed M. Youssef et al. GEOSCIENCES JOURNAL
- A Remote Sensing-Based Approach for Debris-Flow Susceptibility Assessment Using Artificial Neural Networks and Logistic Regression Modeling
- (2014) Racha Elkadiri et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran
- (2014) A. Jaafari et al. International Journal of Environmental Science and Technology
- Debris flow impact assessment along the Al-Raith Road, Kingdom of Saudi Arabia, using remote sensing data and field investigations
- (2014) Ahmed M. Youssef et al. Geomatics Natural Hazards & Risk
- The use of generalized linear models and generalized estimating equations in bioarchaeological studies
- (2013) Efthymia Nikita AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY
- Debris flow impact assessment caused by 14 April 2012 rainfall along the Al-Hada Highway, Kingdom of Saudi Arabia using high-resolution satellite imagery
- (2013) Ahmed M. Youssef et al. Arabian Journal of Geosciences
- Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya
- (2013) Amar Deep Regmi et al. Arabian Journal of Geosciences
- Robust landslide susceptibility analysis by combination of frequency ratio, heuristic GIS-methods and ground truth evaluation for a mountainous study area with poor data availability in the Three Gorges Reservoir area, PR China
- (2013) Markus Schleier et al. Environmental Earth Sciences
- Overview of some geological hazards in the Saudi Arabia
- (2013) Ahmed M. Youssef et al. Environmental Earth Sciences
- Landslide susceptibility assessment using object mapping units, decision tree, and support vector machine models in the Three Gorges of China
- (2013) Xueling Wu et al. Environmental Earth Sciences
- Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping
- (2013) Natan Micheletti et al. Mathematical Geosciences
- Landslide susceptibility mapping by binary logistic regression, analytical hierarchy process, and statistical index models and assessment of their performances
- (2013) H. R. Pourghasemi et al. NATURAL HAZARDS
- Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran
- (2012) Hamid Reza Pourghasemi et al. Arabian Journal of Geosciences
- How can statistical models help to determine driving factors of landslides?
- (2012) Peter Vorpahl et al. ECOLOGICAL MODELLING
- Landslide susceptibility assessment in the Hoa Binh province of Vietnam: A comparison of the Levenberg–Marquardt and Bayesian regularized neural networks
- (2012) Dieu Tien Bui et al. GEOMORPHOLOGY
- Landslide susceptibility mapping at Golestan Province, Iran: A comparison between frequency ratio, Dempster–Shafer, and weights-of-evidence models
- (2012) Majid Mohammady et al. JOURNAL OF ASIAN EARTH SCIENCES
- A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey
- (2012) Adnan Ozdemir et al. JOURNAL OF ASIAN EARTH SCIENCES
- Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study
- (2012) Ángel M. Felicísimo et al. Landslides
- Landslide hazard and risk assessment: a case study from the Hlohovec–Sered’ landslide area in south-west Slovakia
- (2012) Martin Bednarik et al. NATURAL HAZARDS
- 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
- (2012) Krishna Chandra Devkota et al. NATURAL HAZARDS
- Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran
- (2012) Hamid Reza Pourghasemi et al. NATURAL HAZARDS
- An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm
- (2011) A. Akgun et al. COMPUTERS & GEOSCIENCES
- Letter to the Editor: Stability of Random Forest importance measures
- (2010) M. L. Calle et al. BRIEFINGS IN BIOINFORMATICS
- Landslide susceptibility mapping in Injae, Korea, using a decision tree
- (2010) Young-Kwang Yeon et al. ENGINEERING GEOLOGY
- Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches
- (2010) B. Pradhan Journal of the Indian Society of Remote Sensing
- Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey
- (2010) H. A. Nefeslioglu et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models
- (2009) Biswajeet Pradhan et al. Arabian Journal of Geosciences
- A case study from Koyulhisar (Sivas-Turkey) for landslide susceptibility mapping by artificial neural networks
- (2009) Işık Yilmaz Bulletin of Engineering Geology and the Environment
- Remote sensing applications to geological problems in Egypt: case study, slope instability investigation, Sharm El-Sheikh/Ras-Nasrani Area, Southern Sinai
- (2009) Ahmed M. Youssef et al. Landslides
- Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia
- (2009) Biswajeet Pradhan et al. Landslides
- Logistic regression versus artificial neural networks: landslide susceptibility evaluation in a sample area of the Serchio River valley, Italy
- (2009) F. Falaschi et al. NATURAL HAZARDS
- Predictive modelling of rainfall-induced landslide hazard in the Lesser Himalaya of Nepal based on weights-of-evidence
- (2008) Ranjan Kumar Dahal et al. GEOMORPHOLOGY
- A working guide to boosted regression trees
- (2008) J. Elith et al. JOURNAL OF ANIMAL ECOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now