Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China
Published 2017 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China
Authors
Keywords
-
Journal
Remote Sensing
Volume 9, Issue 9, Pages 938
Publisher
MDPI AG
Online
2017-09-11
DOI
10.3390/rs9090938
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China
- (2017) Haoyuan Hong et al. GEOMORPHOLOGY
- Mapping landslide susceptibility using data-driven methods
- (2017) J.L. Zêzere et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Suitability estimation for urban development using multi-hazard assessment map
- (2017) George D. Bathrellos et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Integration of the Statistical Index Method and the Analytic Hierarchy Process technique for the assessment of landslide susceptibility in Huizhou, China
- (2016) Guifang Zhang et al. CATENA
- Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size
- (2016) Paraskevas Tsangaratos et al. CATENA
- Evaluation of a combined spatial multi-criteria evaluation model and deterministic model for landslide susceptibility mapping
- (2016) A.M.S. Pradhan et al. CATENA
- Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran
- (2016) Hamid Reza Pourghasemi et al. Environmental Earth Sciences
- Effect of raster resolution and polygon-conversion algorithm on landslide susceptibility mapping
- (2016) E. Arnone et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Applying Information Theory and GIS-based quantitative methods to produce landslide susceptibility maps in Nancheng County, China
- (2016) Paraskevas Tsangaratos et al. Landslides
- A Combination of Geographically Weighted Regression, Particle Swarm Optimization and Support Vector Machine for Landslide Susceptibility Mapping: A Case Study at Wanzhou in the Three Gorges Area, China
- (2016) Xianyu Yu et al. International Journal of Environmental Research and Public Health
- Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm
- (2015) Taskin Kavzoglu et al. ENGINEERING GEOLOGY
- 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
- (2015) Dieu Tien Bui et al. Landslides
- Remote Sensing for Landslide Investigations: An Overview of Recent Achievements and Perspectives
- (2014) Marco Scaioni et al. Remote Sensing
- Recommendations for the quantitative analysis of landslide risk
- (2013) J. Corominas et al. Bulletin of Engineering Geology and the Environment
- Ecological land suitability analysis through spatial indicators: An application of the Analytic Network Process technique and Ordered Weighted Average approach
- (2013) Valentina Ferretti et al. ECOLOGICAL INDICATORS
- Remote Sensing and GIS Based Landslide Susceptibility Assessment using Binary Logistic Regression Model: A Case Study in the Ganeshganga Watershed, Himalayas
- (2013) S. Kundu et al. Journal of the Indian Society of Remote Sensing
- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- How can statistical models help to determine driving factors of landslides?
- (2012) Peter Vorpahl et al. ECOLOGICAL MODELLING
- Landslide Susceptibility Assessment and Validation in the Framework of Municipal Planning in Portugal: The Case of Loures Municipality
- (2012) Clemence Guillard et al. ENVIRONMENTAL MANAGEMENT
- 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
- GIS-based ordered weighted averaging and Dempster–Shafer methods for landslide susceptibility mapping in the Urmia Lake Basin, Iran
- (2012) Bakhtiar Feizizadeh et al. International Journal of Digital Earth
- Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models
- (2012) Dieu Tien Bui et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- A comparative assessment of prediction capabilities of Dempster–Shafer and Weights-of-evidence models in landslide susceptibility mapping using GIS
- (2012) HamidReza Pourghasemi et al. Geomatics Natural Hazards & Risk
- Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area
- (2011) Hyun-Joo Oh et al. COMPUTERS & GEOSCIENCES
- 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
- Combining landslide susceptibility maps obtained from frequency ratio, logistic regression, and artificial neural network models using ASTER images and GIS
- (2011) Jaewon Choi et al. ENGINEERING GEOLOGY
- Potential suitability for urban planning and industry development using natural hazard maps and geological–geomorphological parameters
- (2011) George D. Bathrellos et al. Environmental Earth Sciences
- Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: a case study at Penang Island, Malaysia
- (2011) Biswajeet Pradhan et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey)
- (2011) Aykut Akgun et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Probabilistic landslide hazard assessment using homogeneous susceptible units (HSU) along a national highway corridor in the northern Himalayas, India
- (2011) Iswar Das et al. Landslides
- Combining neural network with fuzzy, certainty factor and likelihood ratio concepts for spatial prediction of landslides
- (2011) D. P. Kanungo et al. NATURAL HAZARDS
- Landslide susceptibility assessment using the bivariate statistical analysis and the index of entropy in the Sibiciu Basin (Romania)
- (2010) Mihaela Constantin et al. Environmental Earth Sciences
- Analysis of landslide inventories for accurate prediction of debris-flow source areas
- (2010) Jan Blahut et al. GEOMORPHOLOGY
- Assessing susceptibility to landslides: Using models to understand observed changes in slopes
- (2010) Netra R. Regmi et al. GEOMORPHOLOGY
- Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of More and Romsdal (Norway)
- (2010) Arzu Erener et al. Landslides
- Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area
- (2010) Biswajeet Pradhan et al. Geomatics Natural Hazards & Risk
- A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses
- (2009) A. Nandi et al. ENGINEERING GEOLOGY
- Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
- (2009) Işık Yilmaz Environmental Earth Sciences
- Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
- (2009) Biswajeet Pradhan et al. Environmental Earth Sciences
- Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling
- (2009) Biswajeet Pradhan et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Discriminant analysis of the geomorphic characteristics and stability of landslide dams
- (2009) Jia-Jyun Dong et al. GEOMORPHOLOGY
- Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan
- (2009) Hitoshi Saito et al. GEOMORPHOLOGY
- Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA
- (2009) Netra R. Regmi et al. GEOMORPHOLOGY
- Landslide susceptibility assessment using logistic regression and its comparison with a rock mass classification system, along a road section in the northern Himalayas (India)
- (2009) Iswar Das et al. GEOMORPHOLOGY
- GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China
- (2009) Shi-Biao Bai et al. GEOMORPHOLOGY
- A comparative study of Dempster–Shafer and fuzzy models for landslide susceptibility mapping using a GIS: An experience from Zagros Mountains, SW Iran
- (2009) Majid H. Tangestani JOURNAL OF ASIAN EARTH SCIENCES
- Landslide susceptibility assessment of the Kraľovany–Liptovský Mikuláš railway case study
- (2009) Martin Bednarik et al. PHYSICS AND CHEMISTRY OF THE EARTH
- An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps
- (2008) H.A. Nefeslioglu et al. ENGINEERING GEOLOGY
- GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region
- (2008) Ulrich Kamp et al. GEOMORPHOLOGY
- Regional assessment of environmental vulnerability in the Tibetan Plateau: Development and application of a new method
- (2008) X.D. Wang et al. JOURNAL OF ARID ENVIRONMENTS
- Implementation of reconstructed geomorphologic units in landslide susceptibility mapping: the Melen Gorge (NW Turkey)
- (2008) T. Gorum et al. NATURAL HAZARDS
- A back-propagation network for the assessment of susceptibility to rock slope failure in the eastern portion of the Southern Cross-Island Highway in Taiwan
- (2008) Chih-Hao Chen et al. Environmental geology.
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started