Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model

Rahim Barzegar, Mohammad Taghi Aalami, Jan Adamowski

Stochastic Environmental Research and Risk Assessment

Convolutional Neural NetworkEngineeringMachine LearningData ScienceWater Resources +5

Drought forecasting using stochastic models

Ashok K. Mishra, Venkappayya R. Desai

Stochastic Environmental Research and Risk Assessment

Stochastic ModelsEngineeringWater ResourcesDroughtDrought Risk Management +5

Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling?

Jasper A. Vrugt, Cajo J. F. ter Braak, Hoshin V. Gupta, +1

Stochastic Environmental Research and Risk Assessment

Hydrologic ModelingBayesian StatisticEngineeringWater ResourcesCivil Engineering +7

Maximum likelihood Bayesian averaging of uncertain model predictions

Shlomo P. Neuman

Stochastic Environmental Research and Risk Assessment

Bayesian StatisticUncertainty ModelingUncertainty QuantificationStatistical InferenceUncertain Model Predictions +2

Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

Mahyat Shafapour Tehrany, Biswajeet Pradhan, Mustafa Neamah Jebur

Stochastic Environmental Research and Risk Assessment

MeteorologyFlash FloodHydrological DisasterEnvironmental MonitoringEngineering +10

A simulation of probabilistic wildfire risk components for the continental United States

Mark A. Finney, Charles W. McHugh, Isaac C. Grenfell, +2

Stochastic Environmental Research and Risk Assessment

EngineeringRisk ManagementGeographyFire Risk AnalysisModeling And Simulation +3

Comprehensive flood risk assessment based on set pair analysis-variable fuzzy sets model and fuzzy AHP

Qiang Zou, Jianzhong Zhou, Chao Zhou, +2

Stochastic Environmental Research and Risk Assessment

Fuzzy Multi-criteria Decision-makingFuzzy LogicEngineeringFuzzy ComputingWater Resources +8

Geometric approach to statistical analysis on the simplex

Vera Pawlowsky‐Glahn, Juan José Egozcue

Stochastic Environmental Research and Risk Assessment

Geometric ModelingMathematical ProgrammingEngineeringGeometric AlgorithmNatural Sciences +4

A machine learning forecasting model for COVID-19 pandemic in India

R. Sujath, Jyotir Moy Chatterjee, Aboul Ella Hassanien

Stochastic Environmental Research and Risk Assessment

Model identification for hydrological forecasting under uncertainty

Thorsten Wagener, Hoshin V. Gupta

Stochastic Environmental Research and Risk Assessment

Hydrological ForecastingHydrological PredictionEngineeringUncertainty ModelingUncertainty Quantification +6