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

Soil erosion prediction based on land cover dynamics at the Semenyih watershed in Malaysia using LTM and USLE models

(2016) Hossein Mojaddadi Rizeei et al.   Geocarto International

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

An integrated DRASTIC model using frequency ratio and two new hybrid methods for groundwater vulnerability assessment

(2014) Aminreza Neshat et al.   NATURAL HAZARDS

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

An easy to use ArcMap based texture analysis program for extraction of flooded areas from TerraSAR-X satellite image

(2013) Biswajeet Pradhan et al.   COMPUTERS & GEOSCIENCES

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

Assessment of flood hazard based on natural and anthropogenic factors using analytic hierarchy process (AHP)

(2013) Stefanos Stefanidis et al.   NATURAL HAZARDS

Application of an evidential belief function model in landslide susceptibility mapping

(2012) Omar F. Althuwaynee et al.   COMPUTERS & GEOSCIENCES

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

Individual preferences for reducing flood risk to near zero through elevation

(2012) W. J. W. Botzen et al.   Mitigation and Adaptation Strategies for Global Change

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

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

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

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

Grid computing technology for hydrological applications

(2011) G. Lecca et al.   JOURNAL OF HYDROLOGY

Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

(2011) Sutao Song et al.   PLoS One

Flood-hazard assessment and risk-based zoning of a tropical flood plain: case study of the Yom River, Thailand

(2010) Tawatchai Tingsanchali et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Validation of an artificial neural network model for landslide susceptibility mapping

(2009) Jaewon Choi et al.   Environmental Earth Sciences

Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques

(2009) Biswajeet Pradhan   Open Geosciences

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 high-resolution wetting and drying algorithm for free-surface hydrodynamics

(2008) Vincenzo Casulli   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS

A multicriteria approach for flood risk mapping exemplified at the Mulde river, Germany

(2008) Volker Meyer et al.   NATURAL HAZARDS

Flood risk analyses—how detailed do we need to be?

(2008) H. Apel et al.   NATURAL HAZARDS

Support vector machine applied to settlement of shallow foundations on cohesionless soils

(2007) Pijush Samui   COMPUTERS AND GEOTECHNICS