GIS-based spatial prediction of flood prone areas using standalone frequency ratio, logistic regression, weight of evidence and their ensemble techniques

Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques

(2017) Wei Chen et al.   GEODERMA

Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS

(2017) Hossein Mojaddadi et al.   Geomatics Natural Hazards & Risk

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

A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping

(2016) Wei Chen et al.   Geocarto International

Estimating urban flooding potential near the outlet of an arid catchment in Saudi Arabia

(2016) Muhammad Al-Zahrani et al.   Geomatics Natural Hazards & Risk

Comparison of four kernel functions used in support vector machines for landslide susceptibility mapping: a case study at Suichuan area (China)

(2016) Haoyuan Hong et al.   Geomatics Natural Hazards & Risk

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

(2015) Mahyat Shafapour Tehrany et al.   CATENA

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

(2015) Ahmed M. Youssef et al.   Geomatics Natural Hazards & Risk

Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis

(2015) Omid Rahmati et al.   Geomatics Natural Hazards & Risk

Flood risks and impacts: A case study of Thailand’s floods in 2011 and research questions for supply chain decision making

(2015) Masahiko Haraguchi et al.   International Journal of Disaster Risk Reduction

Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS

(2014) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

Impacts of climate change and vegetation dynamics on runoff in the mountainous region of the Haihe River basin in the past five decades

(2014) Huimin Lei et al.   JOURNAL OF HYDROLOGY

Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale

(2014) Mustafa Neamah Jebur et al.   REMOTE SENSING OF ENVIRONMENT

Flood hazards in an urbanizing watershed in Riyadh, Saudi Arabia

(2014) Hatim O. Sharif et al.   Geomatics Natural Hazards & Risk

Assessing landslide susceptibility using Bayesian probability-based weight of evidence model

(2013) Evangelin Ramani Sujatha et al.   Bulletin of Engineering Geology and the Environment

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

Improvement to the prediction of the USLE K factor

(2013) Farzin Shabani et al.   GEOMORPHOLOGY

Scheduling satellite-based SAR acquisition for sequential assimilation of water level observations into flood modelling

(2013) Javier García-Pintado et al.   JOURNAL OF HYDROLOGY

Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS

(2013) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

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

Classifiers for the detection of flood-prone areas using remote sensed elevation data

(2012) Massimiliano Degiorgis et al.   JOURNAL OF HYDROLOGY

A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran

(2012) Ataollah Shirzadi 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

Application of surrogate artificial intelligent models for real-time flood routing

(2012) Hossein Ghalkhani et al.   WATER AND ENVIRONMENT JOURNAL

Natural hazards susceptibility mapping in Kuala Lumpur, Malaysia: an assessment using remote sensing and geographic information system (GIS)

(2012) Samy Ismail Elmahdy et al.   Geomatics Natural Hazards & Risk

Landslide susceptibility analysis using probabilistic likelihood ratio model—a geospatial-based study

(2011) E. Ramani Sujatha et al.   Arabian Journal of Geosciences

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

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

An artificial neural network model for flood simulation using GIS: Johor River Basin, Malaysia

(2011) Masoud Bakhtyari Kia et al.   Environmental Earth Sciences

The impact of uncertainty in satellite data on the assessment of flood inundation models

(2011) E.M. Stephens et al.   JOURNAL OF HYDROLOGY

GIS based landslide susceptibility mapping of Tevankarai Ar sub-watershed, Kodaikkanal, India using binary logistic regression analysis

(2011) Sujatha E. Ramani et al.   Journal of Mountain Science

Loading of the San Andreas fault by flood-induced rupture of faults beneath the Salton Sea

(2011) Daniel Brothers et al.   Nature Geoscience

Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis

(2010) D.S. Fernández et al.   ENGINEERING GEOLOGY

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

Flash flood risk estimation along the St. Katherine road, southern Sinai, Egypt using GIS based morphometry and satellite imagery

(2010) Ahmed M. Youssef et al.   Environmental Earth Sciences

Flash flood prediction using an uncalibrated hydrological model and radar rainfall data in a Mediterranean watershed under changing hydrological conditions

(2010) Shahar Rozalis et al.   JOURNAL OF HYDROLOGY

Assimilation of spatially distributed water levels into a shallow-water flood model. Part II: Use of a remote sensing image of Mosel River

(2010) Renaud Hostache et al.   JOURNAL OF HYDROLOGY

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

Landslide susceptibility zonation of the Chamoli region, Garhwal Himalayas, using logistic regression model

(2010) Shivani Chauhan 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

Implementation of a Peatland-Specific Water Budget Algorithm in HYDROTEL

(2009) Sylvain Jutras et al.   Canadian Water Resources Journal

Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA

(2009) Netra R. Regmi et al.   GEOMORPHOLOGY

Policy Learning for Flood Mitigation: A Longitudinal Assessment of the Community Rating System in Florida

(2009) Samuel D. Brody et al.   RISK ANALYSIS

Combining GIS with fuzzy multicriteria decision-making for landfill siting in a fast-growing urban region

(2007) Ni-Bin Chang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT