Comparative study of multilayer perceptron-stochastic gradient descent and gradient boosted trees for predicting daily suspended sediment load: The case study of the Mississippi River, U.S.
Sadra Shadkani, Akram Abbaspour, Saeed Samadianfard, Sajjad Hashemi, Amirhosein Mosavi, Shahab S. Band
Topics & Concepts
SedimentMultilayer perceptronPerceptronEnvironmental scienceStreamflowSensitivity (control systems)Correlation coefficientComputer scienceHydrology (agriculture)Sediment transportGeologyArtificial intelligenceMachine learningArtificial neural networkGeomorphologyGeotechnical engineeringDrainage basinEngineeringCartographyGeographyElectronic engineeringHydrological Forecasting Using AIHydrology and Watershed Management StudiesHydrology and Sediment Transport Processes