Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India
出版年份 2020 全文链接
标题
Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India
作者
关键词
-
出版物
Environmental Earth Sciences
Volume 79, Issue 20, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-10-07
DOI
10.1007/s12665-020-09227-5
参考文献
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- (2020) Rabin Chakrabortty et al. Journal of the Indian Society of Remote Sensing
- Soil erosion potential hotspot zone identification using machine learning and statistical approaches in eastern India
- (2020) Rabin Chakrabortty et al. NATURAL HAZARDS
- GIS-based landslide susceptibility mapping using numerical risk factor bivariate model and its ensemble with linear multivariate regression and boosted regression tree algorithms
- (2019) Alireza Arabameri et al. Journal of Mountain Science
- The Influence of Different Knowledge-Driven Methods on Landslide Susceptibility Mapping: A Case Study in the Changbai Mountain Area, Northeast China
- (2019) Zhongjun Ma et al. Entropy
- Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-based FR–RF Integrated Model and Multiresolution DEMs
- (2019) Arabameri et al. Remote Sensing
- Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm
- (2019) Dieu Tien Bui et al. Remote Sensing
- Potential Landslide Vulnerability Zonation Using Integrated Analytic Hierarchy Process and GIS Technique of Upper Rangit Catchment Area, West Sikkim, India
- (2019) Subodh Chandra Pal et al. Journal of the Indian Society of Remote Sensing
- Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India
- (2019) Indrajit Chowdhuri et al. ADVANCES IN SPACE RESEARCH
- GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method
- (2018) Wei Chen et al. CATENA
- A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
- (2018) Khabat Khosravi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling
- (2018) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China
- (2018) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment
- (2018) Wei Chen et al. Geocarto International
- Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility
- (2018) Wei Chen et al. CATENA
- Data-driven evidential belief function (EBF) model in exploring landslide susceptibility zones for the Darjeeling Himalaya, India
- (2018) Subrata Mondal et al. Geocarto International
- Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS
- (2018) Alireza Arabameri et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Assessment of susceptibility to rainfall-induced landslides using improved self-organizing linear output map, support vector machine, and logistic regression
- (2017) Gwo-Fong Lin et al. ENGINEERING GEOLOGY
- Shallow landslide susceptibility assessment using a novel hybrid intelligence approach
- (2017) Ataollah Shirzadi et al. Environmental Earth Sciences
- Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques
- (2017) Wei Chen et al. GEOMORPHOLOGY
- GIS-based landslide susceptibility modelling: a comparative assessment of kernel logistic regression, Naïve-Bayes tree, and alternating decision tree models
- (2017) Wei Chen et al. Geomatics Natural Hazards & Risk
- Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran
- (2016) Omid Rahmati et al. CATENA
- A comparative study for landslide susceptibility mapping using GIS-based multi-criteria decision analysis (MCDA), logistic regression (LR) and association rule mining (ARM)
- (2016) Arzu Erener et al. ENGINEERING GEOLOGY
- Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran
- (2016) Hamid Reza Pourghasemi et al. Environmental Earth Sciences
- Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models
- (2016) Haoyuan Hong et al. GEOMORPHOLOGY
- A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison
- (2016) Omar F. Althuwaynee et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Comparison of Logistic Regression and Random Forests techniques for shallow landslide susceptibility assessment in Giampilieri (NE Sicily, Italy)
- (2015) Alessandro Trigila et al. GEOMORPHOLOGY
- Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods
- (2015) Binh Thai Pham et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia
- (2014) Zahrul Umar et al. CATENA
- 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
- Landslide susceptibility, Peloponnese Peninsula in South Greece
- (2014) C. Chalkias et al. Journal of Maps
- A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping
- (2014) Omar F. Althuwaynee et al. Landslides
- Development and application of Shannon’s entropy integrated information value model for landslide susceptibility assessment and zonation in Sikkim Himalayas in India
- (2014) L. P. Sharma et al. NATURAL HAZARDS
- A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping
- (2013) Omar F. Althuwaynee et al. CATENA
- Assessment of rainfall-induced shallow landslide susceptibility using a GIS-based probabilistic approach
- (2013) Hyuck Jin Park et al. ENGINEERING GEOLOGY
- Landslide susceptibility mapping using support vector machine and GIS at the Golestan Province, Iran
- (2013) HAMID REZA POURGHASEMI et al. Journal of Earth System Science
- Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
- (2013) Taskin Kavzoglu et al. Landslides
- A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)
- (2013) Dieu Tien Bui et al. Geomatics Natural Hazards & Risk
- Landslide hazard assessment: recent trends and techniques
- (2013) Sudhakar D Pardeshi et al. SpringerPlus
- 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
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui et al. COMPUTERS & GEOSCIENCES
- Letter to the Editor: Stability of Random Forest importance measures
- (2010) M. L. Calle et al. BRIEFINGS IN BIOINFORMATICS
- Optimal landslide susceptibility zonation based on multiple forecasts
- (2009) Mauro Rossi et al. GEOMORPHOLOGY
- 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
- Knowledge-guided data-driven evidential belief modeling of mineral prospectivity in Cabo de Gata, SE Spain
- (2008) E.J.M. Carranza et al. International Journal of Applied Earth Observation and Geoinformation
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