Land cover and vegetation patches on the gravel bars of the Isère River (France) between 2018 and 2023

This dataset contains four types data: (1) A normalized time series of visible aerial imagery acquired over the active channel of the Isère River (France) between 2018 and 2023 (Raster-Imagery); (2) A CNN model to classify these images into land cover information and its associated training and validation data (Others-ClassificationModels); (3) Raster files containing the predicted classes for each pixel of the gravel bars in the active channel (Raster-Classification); (4) Shapefile files containing vegetation patches (i.e., surface area ≥ 2 m²) extracted from the classified raster (Vector-Vegetation). Details about images acquisition, image date, file processing, geographic coordinate systems, etc. are all available in ReadMe.txt files for each data type.