Predicting sediment deposition rate in check-dams using machine learning techniques and high-resolution DEMs
Christian Conoscenti, Chiara Martinello, Alberto Alfonso-Torreño, Álvaro Gómez‐Gutiérrez
Topics & Concepts
Mars Exploration ProgramSupport vector machineDigital elevation modelHydrology (agriculture)Deposition (geology)Multivariate adaptive regression splinesSedimentRandom forestElevation (ballistics)GeologyErosionMean squared errorRemote sensingEnvironmental scienceSoil scienceLinear regressionGeomorphologyBayesian multivariate linear regressionMathematicsArtificial intelligenceStatisticsGeotechnical engineeringPhysicsComputer scienceAstronomyGeometrySoil erosion and sediment transportHydrology and Sediment Transport ProcessesHydrology and Watershed Management Studies