Related references
Note: Only part of the references are listed.A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area
Dieu Tien Bui et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2020)
Multiscale Postprocessor for Ensemble Streamflow Prediction for Short to Long Ranges
Babak Alizadeh et al.
JOURNAL OF HYDROMETEOROLOGY (2020)
Planning green infrastructure to mitigate urban surface water flooding risk - A methodology to identify priority areas applied in the city of Ghent
Luyuan Li et al.
LANDSCAPE AND URBAN PLANNING (2020)
Analysing flash flood risk perception through a geostatistical approach in the village of Navaluenga, Central Spain
Carolina Guardiola-Albert et al.
JOURNAL OF FLOOD RISK MANAGEMENT (2020)
Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques
Romulus Costache et al.
REMOTE SENSING (2020)
Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam
Tien Dat Pham et al.
REMOTE SENSING (2020)
Identification of areas prone to flash-flood phenomena using multiple-criteria decision-making, bivariate statistics, machine learning and their ensembles
Romulus Costache et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2020)
Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam
Tien Dat Pham et al.
REMOTE SENSING (2020)
A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data
Viet-Nghia Nguyen et al.
REMOTE SENSING (2020)
A review of flood impact assessment approaches for underground infrastructures in urban areas: a focus on transport systems
Edwar Forero-Ortiz et al.
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2020)
Flash flood susceptibility modelling using functional tree and hybrid ensemble techniques
Alireza Arabameri et al.
JOURNAL OF HYDROLOGY (2020)
Effects of the temporal resolution of storm data on numerical simulations of urban flood inundation
Jingming Hou et al.
JOURNAL OF HYDROLOGY (2020)
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping
Viet-Ha Nhu et al.
REMOTE SENSING (2020)
Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques
Hamid Darabi et al.
JOURNAL OF HYDROLOGY (2019)
A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data
Mahyat Shafapour Tehrany et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2019)
Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges
Tien Dat Pham et al.
REMOTE SENSING (2019)
Using LiDAR-modified topographic wetness index, terrain attributes with leaf area index to improve a single-tree growth model in south-eastern Finland
Cheikh Mohamedou et al.
FORESTRY (2019)
Classification of algal bloom species from remote sensing data using an extreme gradient boosted decision tree model
Jayesh Ganpat Ghatkar et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2019)
Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods
Dieu Tien Bui et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Land subsidence modelling using tree-based machine learning algorithms
Omid Rahmati et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping
Dieu Tien Bui et al.
CATENA (2019)
How land use/land cover changes can affect water, flooding and sedimentation in a tropical watershed: a case study using distributed modeling in the Upper Citarum watershed, Indonesia
Shantosa Yudha Siswanto et al.
ENVIRONMENTAL EARTH SCIENCES (2019)
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
Dieu Tien Bui et al.
JOURNAL OF HYDROLOGY (2019)
A data-driven analysis of flash flood hazard, fatalities, and damages over the CONUS during 1996-2017
Ali Ahmadalipour et al.
JOURNAL OF HYDROLOGY (2019)
Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan
Jie Dou et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Assessing the impact of resolution and soil datasets on flash-flood modelling
Alexane Lovat et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2019)
Extreme precipitation and phosphorus loads from two agricultural watersheds
Stephen R. Carpenter et al.
LIMNOLOGY AND OCEANOGRAPHY (2018)
What helps people recover from floods? Insights from a survey among flood-affected residents in Germany
Philip Bubeck et al.
REGIONAL ENVIRONMENTAL CHANGE (2018)
A note on using the F-measure for evaluating record linkage algorithms
David Hand et al.
STATISTICS AND COMPUTING (2018)
A new synergistic approach for monitoring wetlands using Sentinels-1 and 2 data with object-based machine learning algorithms
Andrew Whyte et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2018)
Spatial prediction of landslides using a hybrid machine learning approach based on Random Subspace and Classification and Regression Trees
Binh Thai Pham et al.
GEOMORPHOLOGY (2018)
An approach for flood monitoring by the combined use of Landsat 8 optical imagery and COSMO-SkyMed radar imagery
Xiaohua Tong et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)
Multiagent-consensus-MapReduce-based attribute reduction using co-evolutionary quantum PSO for big data applications
Weiping Ding et al.
NEUROCOMPUTING (2018)
Automatic near real-time flood detection using Suomi-NPP/VIIRS data
Sanmei Li et al.
REMOTE SENSING OF ENVIRONMENT (2018)
A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
Khabat Khosravi et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2018)
Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms
Seyed Vahid Razavi Termeh et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2018)
Flood inundation assessment for the Hanoi Central Area, Vietnam under historical and extreme rainfall conditions
Pingping Luo et al.
SCIENTIFIC REPORTS (2018)
JAXA High-Resolution Land Use/Land Cover Map for Central Vietnam in 2007 and 2017
Phan Cao Duong et al.
REMOTE SENSING (2018)
Building ANN-Based Regional Multi-Step-Ahead Flood Inundation Forecast Models
Li-Chiu Chang et al.
WATER (2018)
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
Phuong-Thao Thi Ngo et al.
SENSORS (2018)
Analysis of land use change impacts on flash flood occurrences in the Sosiani River basin Kenya
Betty Namulunda Barasa et al.
INTERNATIONAL JOURNAL OF RIVER BASIN MANAGEMENT (2018)
Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization
Dieu Tien Bui et al.
LANDSLIDES (2017)
A novel ensemble classifier of rotation forest and Naive Bayer for landslide susceptibility assessment at the Luc Yen district, Yen Bai Province (Viet Nam) using GIS
Binh Thai Pham et al.
GEOMATICS NATURAL HAZARDS & RISK (2017)
A novel hybrid artificial intelligence approach for flood susceptibility assessment
Kamran Chapi et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2017)
Assessing the suitability of data from Sentinel-1A and 2A for crop classification
Rei Sonobe et al.
GISCIENCE & REMOTE SENSING (2017)
A mangrove forest map of China in 2015: Analysis of time series Landsat 7/8 and Sentinel-1A imagery in Google Earth Engine cloud computing platform
Bangqian Chen et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)
Coastal Flooding, Uncertainty and Climate Change: Science as a Solution to (mis) Perceptions? A Qualitative Enquiry in Three Coastal European Settings
Jean-Paul Vanderlinden et al.
JOURNAL OF COASTAL RESEARCH (2017)
Prioritizing protection?
Pascal Peduzzi
NATURE CLIMATE CHANGE (2017)
A global framework for future costs and benefits of river-flood protection in urban areas
Philip J. Ward et al.
NATURE CLIMATE CHANGE (2017)
Evaluating the potential of temporal Sentinel-1A data for paddy rice discrimination at local scales
Lamin R. Mansaray et al.
REMOTE SENSING LETTERS (2017)
Nationwide Flood Monitoring for Disaster Risk Reduction Using Multiple Satellite Data
Young-joo Kwak
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2017)
Global assessment of flood and storm extremes with increased temperatures
Conrad Wasko et al.
SCIENTIFIC REPORTS (2017)
High-resolution flood modeling of urban areas using MSN_Flood
Michael Hartnett et al.
WATER SCIENCE AND ENGINEERING (2017)
Flood Risk Assessment in Urban Areas Based on Spatial Analytics and Social Factors
Costas Armenakis et al.
GEOSCIENCES (2017)
A Bayesian framework based on a Gaussian mixture model and radial-basis-function Fisher discriminant analysis (BayGmmKda V1.1) for spatial prediction of floods
Dieu Tien Bui et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2017)
A simple framework to quantitatively describe monthly precipitation and temperature climatology
Wouter R. Berghuijs et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2016)
Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece
Paraskevas Tsangaratos et al.
LANDSLIDES (2016)
Decision forest: Twenty years of research
Lior Rokach
INFORMATION FUSION (2016)
A practical taxonomy of methods and literature for managing uncertain spatial data in geographic information systems
Madjid Tavana et al.
MEASUREMENT (2016)
More frequent intense and long-lived storms dominate the springtime trend in central US rainfall
Zhe Feng et al.
NATURE COMMUNICATIONS (2016)
Dynamic-context cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation
Yangyang Li et al.
INFORMATION SCIENCES (2015)
Flood detection from multi-temporal SAR data using harmonic analysis and change detection
Stefan Schlaffer et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2015)
Regional flood inundation nowcast using hybrid SOM and dynamic neural networks
Li-Chiu Chang et al.
JOURNAL OF HYDROLOGY (2014)
Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS
Mahyat Shafapour Tehrany et al.
JOURNAL OF HYDROLOGY (2014)
Patterns of similarity of seasonal water balances: A window into streamflow variability over a range of time scales
Wouter R. Berghuijs et al.
WATER RESOURCES RESEARCH (2014)
Biodiversity conservation attitudes and policy tools for promoting biodiversity in tropical planted forests
Nhung Nghiem
BIODIVERSITY AND CONSERVATION (2013)
Paired-Samples Tests of Equivalence
Constance A. Mara et al.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (2012)
Probabilistic flood inundation mapping of ungauged rivers: Linking GIS techniques and frequency analysis
Ali Sarhadi et al.
JOURNAL OF HYDROLOGY (2012)
Sentinels for science: Potential of Sentinel-1, -2, and -3 missions for scientific observations of ocean, cryosphere, and land
Zbynek Malenovsky et al.
REMOTE SENSING OF ENVIRONMENT (2012)
GMES Sentinel-1 mission
Ramon Torres et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems
Leandro dos Santos Coelho
EXPERT SYSTEMS WITH APPLICATIONS (2010)
Flood Detection in Urban Areas Using TerraSAR-X
David C. Mason et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2010)
Firefly algorithm, stochastic test functions and design optimisation
Xin-She Yang
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION (2010)
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
Marco Sangati et al.
ADVANCES IN WATER RESOURCES (2009)
A look at the links between drainage density and flood statistics
B. Pallard et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2009)
Flash flood warning based on rainfall thresholds and soil moisture conditions: An assessment for gauged and ungauged basins
Daniele Norbiato et al.
JOURNAL OF HYDROLOGY (2008)
Near-real time retrievals of land surface temperature within the MODIS Rapid Response System
A. C. T. Pinheiro et al.
REMOTE SENSING OF ENVIRONMENT (2007)
Evolutionary tuning of multiple SVM parameters
F Friedrichs et al.
NEUROCOMPUTING (2005)
Hydrological analysis of the river Aude, France, flash flood on 12 and 13 November 1999
E Gaume et al.
JOURNAL OF HYDROLOGY (2004)
Building classification trees using the total uncertainty criterion
J Abellán et al.
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (2003)
Experimental study of water fluxes in a residential area: 1. Rainfall, roof runoff and evaporation: the effect of slope and aspect
R Ragab et al.
HYDROLOGICAL PROCESSES (2003)