Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models
Published 2013 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models
Authors
Keywords
Landslide, GIS, Genetic programming, Remote sensing, Artificial neural network, Zonouz Plain
Journal
NATURAL HAZARDS
Volume 71, Issue 1, Pages 523-547
Publisher
Springer Nature
Online
2013-11-11
DOI
10.1007/s11069-013-0932-3
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- 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
- (2013) Mohammad Zare et al. Arabian Journal of Geosciences
- Geomorphology-based genetic programming approach for rainfall–runoff modeling
- (2013) Vahid Nourani et al. JOURNAL OF HYDROINFORMATICS
- 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
- Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran
- (2012) Hamid Reza Pourghasemi et al. CATENA
- Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
- (2012) Dieu Tien Bui et al. CATENA
- Application of an evidential belief function model in landslide susceptibility mapping
- (2012) Omar F. Althuwaynee et al. COMPUTERS & GEOSCIENCES
- Application of the analytical hierarchy process (AHP) for landslide susceptibility mapping: A case study from the Tinau watershed, west Nepal
- (2012) P. Kayastha et al. COMPUTERS & GEOSCIENCES
- 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
- 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
- Two Semidistributed ANN-Based Models for Estimation of Suspended Sediment Load
- (2012) Vahid Nourani et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Using self-organizing maps and wavelet transforms for space–time pre-processing of satellite precipitation and runoff data in neural network based rainfall–runoff modeling
- (2012) Vahid Nourani et al. JOURNAL OF HYDROLOGY
- 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
- 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
- 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
- Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam
- (2012) Dieu Tien Bui et al. NATURAL HAZARDS
- A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey
- (2011) A. Yalcin et al. CATENA
- 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
- 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
- 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
- Hybrid Wavelet–Genetic Programming Approach to Optimize ANN Modeling of Rainfall–Runoff Process
- (2011) Vahid Nourani et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Neural computing models for prediction of permeability coefficient of coarse-grained soils
- (2011) Işık Yilmaz et al. NEURAL COMPUTING & APPLICATIONS
- A GIS-based neuro-fuzzy procedure for integrating knowledge and data in landslide susceptibility mapping
- (2010) Mohammad H. Vahidnia et al. COMPUTERS & GEOSCIENCES
- Comparison and Validation of Landslide Susceptibility Maps Using an Artificial Neural Network Model for Three Test Areas in Malaysia
- (2010) B. PRADHAN et al. ENVIRONMENTAL & ENGINEERING GEOSCIENCE
- Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia
- (2010) Ebru Akcapinar Sezer et al. EXPERT SYSTEMS WITH APPLICATIONS
- Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model
- (2010) Biswajeet Pradhan et al. Photogrammetrie Fernerkundung Geoinformation
- Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area
- (2010) Biswajeet Pradhan et al. Geomatics Natural Hazards & Risk
- 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
- The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks
- (2009) Işık Yilmaz Environmental Earth Sciences
- 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
- Landslide susceptibility mapping using geological data, a DEM from ASTER images and an Artificial Neural Network (ANN)
- (2009) Daisaku Kawabata et al. GEOMORPHOLOGY
- Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia
- (2009) Biswajeet Pradhan et al. Landslides
- Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: A case study from Kat landslides (Tokat—Turkey)
- (2008) Işık Yilmaz COMPUTERS & GEOSCIENCES
- 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
- Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China
- (2008) X. Yao et al. GEOMORPHOLOGY
- A genetic programming approach to suspended sediment modelling
- (2008) Ali Aytek et al. JOURNAL OF HYDROLOGY
- Implementation of reconstructed geomorphologic units in landslide susceptibility mapping: the Melen Gorge (NW Turkey)
- (2008) T. Gorum et al. NATURAL HAZARDS
- GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): Comparisons of results and confirmations
- (2007) Ali Yalcin CATENA
- Artificial neural networks and cluster analysis in landslide susceptibility zonation
- (2007) C. Melchiorre et al. GEOMORPHOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk 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