A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping

Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India

(2020) Sunil Saha et al.   SENSORS

A Comparative Assessment of Ensemble-Based Machine Learning and Maximum Likelihood Methods for Mapping Seagrass Using Sentinel-2 Imagery in Tauranga Harbor, New Zealand

(2020) Nam Thang Ha et al.   Remote Sensing

Identification of areas prone to flash-flood phenomena using multiple-criteria decision-making, bivariate statistics, machine learning and their ensembles

(2020) Romulus Costache et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data

(2020) Viet-Nghia Nguyen et al.   Remote Sensing

Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance

(2020) Abdelaziz Merghadi et al.   EARTH-SCIENCE REVIEWS

Spatial predicting of flood potential areas using novel hybridizations of fuzzy decision-making, bivariate statistics, and machine learning

(2020) Romulus Costache et al.   JOURNAL OF HYDROLOGY

Development of novel hybridized models for urban flood susceptibility mapping

(2020) Omid Rahmati et al.   Scientific Reports

Global warming to increase flood risk on European railways

(2019) Philip Bubeck et al.   CLIMATIC CHANGE

Application of Warn‐on‐Forecast System for Flash‐Flood Producing Heavy Convective Rainfall Events

(2019) Nusrat Yussouf et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010–2018

(2019) Tien Dat Pham et al.   SENSORS

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

(2019) Dieu Tien Bui et al.   CATENA

A new intelligence approach based on GIS-based Multivariate Adaptive Regression Splines and metaheuristic optimization for predicting flash flood susceptible areas at high-frequency tropical typhoon area

(2019) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

(2019) Dieu Tien Bui et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran

(2019) Omid Rahmati et al.   Remote Sensing

Comparative assessment of the flash-flood potential within small mountain catchments using bivariate statistics and their novel hybrid integration with machine learning models

(2019) Romulus Costache et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

(2019) Farzaneh Sajedi Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A hybrid firefly and particle swarm optimization algorithm for computationally expensive numerical problems

(2018) İbrahim Berkan Aydilek   APPLIED SOFT COMPUTING

A global network for operational flood risk reduction

(2018) Lorenzo Alfieri et al.   ENVIRONMENTAL SCIENCE & POLICY

Ensemble-based flash-flood modelling: Taking into account hydrodynamic parameters and initial soil moisture uncertainties

(2018) Simon Edouard et al.   JOURNAL OF HYDROLOGY

Adjustable robust strategies for flood protection

(2018) Krzysztof Postek et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood-induced mortality across the globe: Spatiotemporal pattern and influencing factors

(2018) Pan Hu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms

(2018) Seyed Vahid Razavi Termeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Enhancing Prediction Performance of Landslide Susceptibility Model Using Hybrid Machine Learning Approach of Bagging Ensemble and Logistic Model Tree

(2018) Xuan Truong et al.   Applied Sciences-Basel

Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms

(2018) Alireza Arabameri et al.   Applied Sciences-Basel

A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data

(2018) Phuong-Thao Ngo et al.   SENSORS

Effective Identification of Terrain Positions from Gridded DEM Data Using Multimodal Classification Integration

(2018) Ling Jiang et al.   ISPRS International Journal of Geo-Information

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Characterizing the Indian Ocean sea level changes and potential coastal flooding impacts under global warming

(2018) K.S. Carvalho et al.   JOURNAL OF HYDROLOGY

A novel hybrid artificial intelligence approach for flood susceptibility assessment

(2017) Kamran Chapi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Opportunities provided by geographic information systems and volunteered geographic information for a timely emergency response during flood events in Cologne, Germany

(2017) Katerina Tzavella et al.   NATURAL HAZARDS

Regression tree ensembles for wind energy and solar radiation prediction

(2017) Alberto Torres-Barrán et al.   NEUROCOMPUTING

Flooding: Prioritizing protection?

(2017) Pascal Peduzzi   Nature Climate Change

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

(2017) Sunmin Lee et al.   Geomatics Natural Hazards & Risk

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

Global projections of river flood risk in a warmer world

(2017) Lorenzo Alfieri et al.   Earths Future

Investigating the role of geology in the hydrological response of Mediterranean catchments prone to flash-floods: Regional modelling study and process understanding

(2016) Olivier Vannier et al.   JOURNAL OF HYDROLOGY

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

Remote Sensing of Floods and Flood-Prone Areas: An Overview

(2015) Victor Klemas   JOURNAL OF COASTAL RESEARCH

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

Prediction of regional streamflow frequency using model tree ensembles

(2014) Spencer Schnier et al.   JOURNAL OF HYDROLOGY

Flood risk and climate change: global and regional perspectives

(2013) Zbigniew W. Kundzewicz et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

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

Spatially distributed flood forecasting in flash flood prone areas: Application to road network supervision in Southern France

(2013) J.-P. Naulin et al.   JOURNAL OF HYDROLOGY

Tree ensembles for predicting structured outputs

(2012) Dragi Kocev et al.   PATTERN RECOGNITION

Combining bagging, boosting, rotation forest and random subspace methods

(2010) Sotiris Kotsiantis   ARTIFICIAL INTELLIGENCE REVIEW

Influence of rainfall and soil properties spatial aggregation on extreme flash flood response modelling: An evaluation based on the Sesia river basin, North Western Italy

(2009) Marco Sangati et al.   ADVANCES IN WATER RESOURCES