Flood Mapping Using Multi-Source Remotely Sensed Data and Logistic Regression in the Heterogeneous Mountainous Regions in North Korea

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping

(2018) Hossein Shafizadeh-Moghadam et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Investigating flood susceptible areas in inaccessible regions using remote sensing and geographic information systems

(2017) Joongbin Lim et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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

(2017) Mahyat Shafapour Tehrany et al.   Geomatics Natural Hazards & Risk

Automated Extraction of Inundated Areas from Multi-Temporal Dual-Polarization RADARSAT-2 Images of the 2011 Central Thailand Flood

(2017) Pisut Nakmuenwai et al.   Remote Sensing

Flood hazard mapping in Jamaica using principal component analysis and logistic regression

(2016) Arpita Nandi et al.   Environmental Earth Sciences

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

Analyses of landuse change impacts on catchment runoff using different time indicators based on SWAT model

(2015) Bingqing Lin et al.   ECOLOGICAL INDICATORS

Flash flood susceptibility assessment in Jeddah city (Kingdom of Saudi Arabia) using bivariate and multivariate statistical models

(2015) Ahmed M. Youssef et al.   Environmental Earth Sciences

Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

(2015) Mahyat Shafapour Tehrany et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

Flooding extent cartography with Landsat TM imagery and regularized kernel Fisher's discriminant analysis

(2013) Michele Volpi 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

Geomorphons — a pattern recognition approach to classification and mapping of landforms

(2012) Jarosław Jasiewicz et al.   GEOMORPHOLOGY

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

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

Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model

(2011) Biswajeet Pradhan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Integrated application of the analytic hierarchy process and the geographic information system for flood risk assessment and flood plain management in Taiwan

(2011) Yi-Ru Chen et al.   NATURAL HAZARDS

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

Comparison of the implementation of rock engineering system and analytic hierarchy process methods, upon landslide susceptibility mapping, using GIS: a case study from the Eastern Achaia County of Peloponnesus, Greece

(2010) D. Rozos et al.   Environmental Earth Sciences

A method for generating floodplain maps using IKONOS images and DEMs

(2010) J. Amini   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Migratory Logistic Regression for Learning Concept Drift Between Two Data Sets With Application to UXO Sensing

(2009) Xuejun Liao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Uncertainty assessment and ensemble flood forecasting using bootstrap based artificial neural networks (BANNs)

(2009) Mukesh Kumar Tiwari et al.   JOURNAL OF HYDROLOGY

Annual and seasonal streamflow responses to climate and land-cover changes in the Poyang Lake basin, China

(2008) Hua Guo et al.   JOURNAL OF HYDROLOGY

GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): Comparisons of results and confirmations

(2007) Ali Yalcin   CATENA