Basin‐wide hydromorphological analysis of ephemeral streams using machine learning algorithms - Rabanaque, Maria Pilar; Martínez‐Fernández, Vanesa; Calle, Mikel; Benito, Gerardo (Earth surface processes and landforms, 2022)
Keywords: Algorithms; Catchment scale; Channel morphology; Classification; Conservation; Creeks & streams; Dam effects; Distribution; Downstream effects; Environmental planning; ephemeral rivers; Ephemeral streams; Erosion processes; Flood predictions; Fluvial sediments; geomorphological assessment; Geomorphology; Gravel; High flow; Image segmentation; Landforms; Learning algorithms; Lidar; Lidar measurements; Machine learning; Mathematical morphology; network segmentation; Plant cover; Polls & surveys; remote sensing; Riparian vegetation; River channels; River management; Rivers; Satellite imagery; Sediment; Sediments; Slope gradients; Slopes; Spaceborne remote sensing; Spatial distribution; Spatial variability; Spatial variations; Stream classification; Streams; Support vector machines; Surveying; Surveys; Valleys; Vegetation; Vegetation cover; Vegetation patterns; Watersheds; Width