Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea

Spatial heterogeneity of local flood vulnerability indicators within flood-prone areas in Taiwan

(2016) Hsueh-Sheng Chang et al.   Environmental Earth Sciences

Assessment of the flood vulnerability of shrimp farms using a multicriteria evaluation and GIS: a case study in the Bangpakong Sub-Basin, Thailand

(2016) Chaiyaporn Seekao et al.   Environmental Earth Sciences

Large-scale, seasonal flood risk analysis for agricultural crops in Germany

(2016) Stefan Klaus et al.   Environmental Earth Sciences

Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and weighting factor models

(2016) Khabat Khosravi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Automatic boosted flood mapping from satellite data

(2016) Brian Coltin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

(2016) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile

(2016) J. Lopatin et al.   REMOTE SENSING OF ENVIRONMENT

Flood hazard and flood risk assessment at the local spatial scale: a case study

(2016) Matej Vojtek et al.   Geomatics Natural Hazards & Risk

Flash Flood Hazard Susceptibility Mapping Using Frequency Ratio and Statistical Index Methods in Coalmine Subsidence Areas

(2016) Chen Cao et al.   Sustainability

Key factors affecting the flood vulnerability and adaptation of the shrimp farming sector in Thailand

(2016) Chaiyaporn Seekao et al.   International Journal of Disaster Risk Reduction

Flooding in the Nechako River Basin of Canada: A random forest modeling approach to flood analysis in a regulated reservoir system

(2015) Sam J. Albers et al.   Canadian Water Resources Journal

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

Determinants of sediment properties and organic matter in beach and dune environments based on boosted regression trees

(2015) Tua Nylén et al.   EARTH SURFACE PROCESSES AND LANDFORMS

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

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

(2015) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Characterizing stand-level forest canopy cover and height using Landsat time series, samples of airborne LiDAR, and the Random Forest algorithm

(2015) Oumer S. Ahmed et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Flood hazard risk assessment model based on random forest

(2015) Zhaoli Wang et al.   JOURNAL OF HYDROLOGY

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

A rapid method for flood susceptibility mapping in two districts of Phatthalung Province (Thailand): present and projected conditions for 2050

(2015) Michele Marconi et al.   NATURAL HAZARDS

GIS-based approach for flood analysis: case study of Keçidere flash flood event (Turkey)

(2015) Isa Curebal et al.   Geocarto International

Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran

(2015) Omid Rahmati et al.   Geocarto International

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

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

Flood Mapping Based on Multiple Endmember Spectral Mixture Analysis and Random Forest Classifier—The Case of Yuyao, China

(2015) Quanlong Feng et al.   Remote Sensing

Urban Flood Mapping Based on Unmanned Aerial Vehicle Remote Sensing and Random Forest Classifier—A Case of Yuyao, China

(2015) Quanlong Feng et al.   Water

Application of Decision-Tree Model to Groundwater Productivity-Potential Mapping

(2015) Saro Lee et al.   Sustainability

Flood susceptibility mapping using integrated bivariate and multivariate statistical models

(2014) Mahyat Shafapour Tehrany et al.   Environmental Earth Sciences

Urban flood vulnerability zoning of Cochin City, southwest coast of India, using remote sensing and GIS

(2014) K. Sowmya et al.   NATURAL HAZARDS

A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers

(2014) Katherine Ellis et al.   PHYSIOLOGICAL MEASUREMENT

Modeling soil erosion and river sediment yield for an intermountain drainage basin of the Central Apennines, Italy

(2013) Pasquale Borrelli et al.   CATENA

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

Flood mapping in ungauged basins using fully continuous hydrologic–hydraulic modeling

(2013) Salvatore Grimaldi et al.   JOURNAL OF HYDROLOGY

Detection of landslides using web-based aerial photographs and landslide susceptibility mapping using geospatial analysis

(2012) Saro Lee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Application and validation of bivariate GIS-based landslide susceptibility assessment for the Vitravo river catchment (Calabria, south Italy)

(2011) Massimo Conforti et al.   NATURAL HAZARDS

Assessment of flood hazard, vulnerability and risk of mid-eastern Dhaka using DEM and 1D hydrodynamic model

(2011) Muhammad Masood et al.   NATURAL HAZARDS

A GIS-Based Spatial Multi-Criteria Approach for Flood Risk Assessment in the Dongting Lake Region, Hunan, Central China

(2011) Yamei Wang et al.   WATER RESOURCES MANAGEMENT

Water quality as a regional driver of coral biodiversity and macroalgae on the Great Barrier Reef

(2010) Glenn De'ath et al.   ECOLOGICAL APPLICATIONS

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Dispersal, disturbance and the contrasting biogeographies of New Zealand’s diadromous and non-diadromous fish species

(2008) J. R. Leathwick et al.   JOURNAL OF BIOGEOGRAPHY

Machine Learning Methods Without Tears: A Primer for Ecologists

(2008) Julian D. Olden et al.   QUARTERLY REVIEW OF BIOLOGY