Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

An assessment of metaheuristic approaches for flood assessment

(2020) Hamid Reza Pourghasemi et al.   JOURNAL OF HYDROLOGY

Assessing and mapping multi-hazard risk susceptibility using a machine learning technique

(2020) Hamid Reza Pourghasemi et al.   Scientific Reports

Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier

(2020) Himan Shahabi et al.   Remote Sensing

Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble

(2020) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential

(2020) Romulus Costache et al.   Remote Sensing

Flood susceptibility assessment based on a novel random Naïve Bayes method: A comparison between different factor discretization methods

(2020) Xianzhe Tang et al.   CATENA

Exploring effectiveness of frequency ratio and support vector machine models in storm surge flood susceptibility assessment: A study of Sundarban Biosphere Reserve, India

(2020) Mehebub Sahana et al.   CATENA

Evaluating SWAT model performance, considering different soils data input, to quantify actual and future runoff susceptibility in a highly urbanized basin

(2020) Gianluigi Busico et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Novel hybrid models between bivariate statistics, artificial neural networks and boosting algorithms for flood susceptibility assessment

(2020) Romulus Costache et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

Improvement of Best First Decision Trees Using Bagging and Dagging Ensembles for Flood Probability Mapping

(2020) Peyman Yariyan et al.   WATER RESOURCES MANAGEMENT

GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran

(2020) Xinxiang Lei et al.   Remote Sensing

Using 1D HEC-RAS Modeling and LiDAR Data to Improve Flood Hazard Maps Accuracy: A Case Study from Jijia Floodplain (NE Romania)

(2020) Elena Huţanu et al.   Water

GIS-based comparative assessment of flood susceptibility mapping using hybrid multi-criteria decision-making approach, naïve Bayes tree, bivariate statistics and logistic regression: A case of Topľa basin, Slovakia

(2020) Sk Ajim Ali et al.   ECOLOGICAL INDICATORS

Sub-basin prioritization for assessment of soil erosion susceptibility in Kangsabati, a plateau basin: A comparison between MCDM and SWAT models

(2020) Raj Kumar Bhattacharya et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

(2020) Viet-Ha Nhu et al.   Remote Sensing

Flash Flood Risk Analysis Based on Machine Learning Techniques in the Yunnan Province, China

(2019) Meihong Ma et al.   Remote Sensing

Assessing Spatial Flood Vulnerability at Kalapara Upazila in Bangladesh Using an Analytic Hierarchy Process

(2019) Muhammad Hoque et al.   SENSORS

A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

(2019) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Revisiting the morphological method in two‐dimensions to quantify bed‐material transport in braided rivers

(2019) Gilles Antoniazza et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Flash-flood Potential Index mapping using weights of evidence, decision Trees models and their novel hybrid integration

(2019) Romulus Costache   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Combining Water Fraction and DEM-Based Methods to Create a Coastal Flood Map: A Case Study of Hurricane Harvey

(2019) Xiaoxuan Li et al.   ISPRS International Journal of Geo-Information

The levee effect along the Jamuna River in Bangladesh

(2019) Md Ruknul Ferdous et al.   WATER INTERNATIONAL

Flood Susceptibility Assessment by Using Bivariate Statistics and Machine Learning Models - A Useful Tool for Flood Risk Management

(2019) Romulus Costache   WATER RESOURCES MANAGEMENT

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

Effects of damming on the hydrological regime of Punarbhaba river basin wetlands

(2019) Swapan Talukdar et al.   ECOLOGICAL ENGINEERING

Assessing the knock-on effects of flooding on road transportation

(2019) Katya Pyatkova et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

The capacity of urban forest patches to infiltrate stormwater is influenced by soil physical properties and soil moisture

(2019) Tuana H. Phillips et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran

(2019) Saeid Janizadeh et al.   Sustainability

Flood risk management in Sint Maarten – A coupled agent-based and flood modelling method

(2019) Yared Abayneh Abebe et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm

(2019) Yi Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

Spatial prediction of flood potential using new ensembles of bivariate statistics and artificial intelligence: A case study at the Putna river catchment of Romania

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

Spatial flood susceptibility prediction in Middle Ganga Plain: comparison of frequency ratio and Shannon’s entropy models

(2019) Aman Arora et al.   Geocarto International

How do machine learning techniques help in increasing accuracy of landslide susceptibility maps?

(2019) Yacine Achour et al.   Geoscience Frontiers

Identification of torrential valleys using GIS and a novel hybrid integration of artificial intelligence, machine learning and bivariate statistics

(2019) Romulus Costache et al.   CATENA

Identification of high impact factors of air quality on a national scale using big data and machine learning techniques

(2019) Jun Ma et al.   JOURNAL OF CLEANER PRODUCTION

A new bivariate risk classifier for flood management considering hazard and socio-economic dimensions

(2019) Mohit Prakash Mohanty et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

(2019) Quang-Thanh Bui et al.   JOURNAL OF HYDROLOGY

Flood susceptibility mapping using convolutional neural network frameworks

(2019) Yi Wang et al.   JOURNAL OF HYDROLOGY

Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Integrated machine learning methods with resampling algorithms for flood susceptibility prediction

(2019) Esmaeel Dodangeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Potential of Hybrid Data-Intelligence Algorithms for Multi-Station Modelling of Rainfall

(2019) Quoc Bao Pham et al.   WATER RESOURCES MANAGEMENT

Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques

(2019) Romulus Costache et al.   Remote Sensing

A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, India

(2019) Jagabandhu Roy et al.   Remote Sensing

Emerging evolutionary algorithm integrated with kernel principal component analysis for modeling the performance of a water treatment plant

(2019) S.I. Abba et al.   Journal of Water Process Engineering

Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study

(2018) Alaa M. Al-Abadi   Arabian Journal of Geosciences

A novel hybrid intelligent model of support vector machines and the MultiBoost ensemble for landslide susceptibility modeling

(2018) Binh Thai Pham et al.   Bulletin of Engineering Geology and the Environment

Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches

(2018) Bahram Choubin et al.   Environmental Earth Sciences

The application of a Dempster–Shafer-based evidential belief function in flood susceptibility mapping and comparison with frequency ratio and logistic regression methods

(2018) Mahyat Shafapour Tehrany et al.   Environmental Earth Sciences

Multiple flood vulnerability assessment approach based on fuzzy comprehensive evaluation method and coordinated development degree model

(2018) Weichao Yang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

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

Mapping flood susceptibility in mountainous areas on a national scale in China

(2018) Gang Zhao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution

(2018) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China

(2018) Haoyuan Hong 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

In situ immune response and mechanisms of cell damage in central nervous system of fatal cases microcephaly by Zika virus

(2018) Raimunda S. S. Azevedo et al.   Scientific Reports

Artificial Neural Network and Multiple Linear Regression for Flood Prediction in Mohawk River, New York

(2018) Katerina Tsakiri et al.   Water

Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility

(2018) Wei Chen et al.   CATENA

Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods

(2018) Mahyat Shafapour Tehrany et al.   Geomatics Natural Hazards & Risk

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

(2018) Wei Chen et al.   Applied Sciences-Basel

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

Identifying the essential flood conditioning factors for flood prone area mapping using machine learning techniques

(2018) Mahyat Shafapour Tehrany et al.   CATENA

Flash-Flood Potential assessment in the upper and middle sector of Prahova river catchment (Romania). A comparative approach between four hybrid models

(2018) Romulus Costache   SCIENCE OF THE TOTAL ENVIRONMENT

A novel hybrid artificial intelligence approach for flood susceptibility assessment

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

A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China

(2017) Haoyuan Hong et al.   GEOMORPHOLOGY

Identification of Critical Flood Prone Areas in Data-Scarce and Ungauged Regions: A Comparison of Three Data Mining Models

(2017) Omid Rahmati et al.   WATER RESOURCES MANAGEMENT

Spatial prediction of flood-susceptible areas using frequency ratio and maximum entropy models

(2017) Safura Siahkamari et al.   Geocarto International

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

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

(2016) Binh Thai Pham et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

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

A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with multi-criteria decision-making technique

(2016) Khabat Khosravi et al.   NATURAL HAZARDS

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

(2016) Chen Cao et al.   Sustainability

Drought hazard assessment in the context of climate change for South Korea

(2015) Won-Ho Nam et al.   AGRICULTURAL WATER MANAGEMENT

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

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 frequency ratio and weights-of-evidence models in the Golastan Province, Iran

(2015) Omid Rahmati 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

Flood-induced vulnerabilities and problems encountered by women in northern Bangladesh

(2014) Abul Kalam Azad et al.   International Journal of Disaster Risk Science

Assessing flood risk at the global scale: model setup, results, and sensitivity

(2013) Philip J Ward et al.   Environmental Research Letters

Global flood risk under climate change

(2013) Yukiko Hirabayashi et al.   Nature Climate Change

Probabilistic flood inundation mapping of ungauged rivers: Linking GIS techniques and frequency analysis

(2012) Ali Sarhadi et al.   JOURNAL OF HYDROLOGY

Flood management and a GIS modelling method to assess flood-hazard areas—a case study

(2011) Nektarios N. Kourgialas et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis

(2010) D.S. Fernández et al.   ENGINEERING GEOLOGY

Effects of landuse change on surface runoff and sediment yield at different watershed scales on the Loess Plateau

(2010) Xiaoming ZHANG et al.   International Journal of Sediment Research

Sustainable Floodplains Through Large-Scale Reconnection to Rivers

(2009) J. J. Opperman et al.   SCIENCE

Flood generation and sediment transport in experimental catchments affected by land use changes in the central Pyrenees

(2008) José M. García-Ruiz et al.   JOURNAL OF HYDROLOGY

A framework for monitoring classifiers’ performance: when and why failure occurs?

(2008) David A. Cieslak et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Floodplain roughness parameterization using airborne laser scanning and spectral remote sensing

(2007) M.W. Straatsma et al.   REMOTE SENSING OF ENVIRONMENT