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

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

(2019) Meihong Ma et al.   Remote Sensing

Flood Susceptibility Mapping on a National Scale in Slovakia Using the Analytical Hierarchy Process

(2019) Matej Vojtek et al.   Water

Wildfire Probability Mapping: Bivariate vs. Multivariate Statistics

(2019) Abolfazl Jaafari et al.   Remote Sensing

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

Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility

(2019) Abolfazl Jaafari et al.   CATENA

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

(2019) Dieu Tien Bui et al.   SENSORS

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

Predicting spatial patterns of wildfire susceptibility in the Huichang County, China: An integrated model to analysis of landscape indicators

(2019) Haoyuan Hong et al.   ECOLOGICAL INDICATORS

Calibration and Validation of Watershed Models and Advances in Uncertainty Analysis in TMDL Studies

(2019) Ebrahim Ahmadisharaf et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

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

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

Application of artificial neural networks for predicting tree survival and mortality in the Hyrcanian forest of Iran

(2019) Mahmoud Bayat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Information-theoretic portfolio decision model for optimal flood management

(2019) Matteo Convertino et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Genetic and firefly metaheuristic algorithms for an optimized neuro-fuzzy prediction modeling of wildfire probability

(2019) Abolfazl Jaafari 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

Flood susceptibility modeling and hazard perception in Rwanda

(2019) Richard Mind'je et al.   International Journal of Disaster Risk Reduction

Predicting Slope Stability Failure through Machine Learning Paradigms

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

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes

(2019) Hossein Moayedi et al.   ISPRS International Journal of Geo-Information

Hybrid computational intelligence models for groundwater potential mapping

(2019) Binh Thai Pham et al.   CATENA

Urban flood prediction under heavy precipitation

(2019) Xiuquan Wang et al.   JOURNAL OF HYDROLOGY

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

Prediction of the landslide susceptibility: Which algorithm, which precision?

(2018) Hamid Reza Pourghasemi et al.   CATENA

Wildfire spatial pattern analysis in the Zagros Mountains, Iran: A comparative study of decision tree based classifiers

(2018) Abolfazl Jaafari et al.   Ecological Informatics

LiDAR-supported prediction of slope failures using an integrated ensemble weights-of-evidence and analytical hierarchy process

(2018) Abolfazl Jaafari   Environmental Earth Sciences

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

Comparison of new generation low-complexity flood inundation mapping tools with a hydrodynamic model

(2018) Shahab Afshari et al.   JOURNAL OF HYDROLOGY

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 susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)

(2018) M. Ahmadlou et al.   Geocarto International

Probabilistic floodplain mapping using HAND-based statistical approach

(2018) Keighobad Jafarzadegan et al.   GEOMORPHOLOGY

A probabilistic framework for floodplain mapping using hydrologic modeling and unsteady hydraulic modeling

(2018) Ebrahim Ahmadisharaf et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

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

(2018) Katerina Tsakiri et al.   Water

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

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

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

Modeling multi-decadal mangrove leaf area index in response to drought along the semi-arid southern coasts of Iran

(2018) Davood Mafi-Gholami et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques

(2018) Hamid Darabi et al.   JOURNAL OF HYDROLOGY

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

(2018) Mahyat Shafapour Tehrany et al.   CATENA

A novel hybrid artificial intelligence approach for flood susceptibility assessment

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

Sustainability-Based Flood Hazard Mapping of the Swannanoa River Watershed

(2017) Ebrahim Ahmadisharaf et al.   Sustainability

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

(2016) Arpita Nandi et al.   Environmental Earth Sciences

Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features

(2016) Seyed Amir Naghibi et al.   HYDROGEOLOGY JOURNAL

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

(2015) Haoyuan Hong et al.   CATENA

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

(2015) Omid Rahmati et al.   Geocarto International

GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran

(2014) A. Jaafari et al.   International Journal of Environmental Science and Technology

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

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

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

Probabilistic evaluation of flood hazard in urban areas using Monte Carlo simulation

(2011) G. T. Aronica et al.   HYDROLOGICAL PROCESSES

The impact of late Holocene climatic variability and land use change on the flood hydrology of the Guadalentín River, southeast Spain

(2009) G. Benito et al.   GLOBAL AND PLANETARY CHANGE

Data-driven modelling: some past experiences and new approaches

(2007) Dimitri P. Solomatine et al.   JOURNAL OF HYDROINFORMATICS