DREAM: Data Rang or EArth Monitoring

The DREAM (Data Rang or EArth Monitoring): a multimode database including optics, radar, DEM and OSM labels for deep machine learning purposes.DREAM, is a multimodal remote sensing database, developed from open-source data.The database has been created using the Google Earth Engine platform, the GDAL python library; the “pyosm” python package developed by Alexandre Mayerowitz (Airbus, France) It includes two subsets:France on a 10mx10 m UTM Grid:Radar Sentinel-1 data, with and without temporal speckle filtering, optical Sentinel-2 data, rasterized Open Street Map datasets OSM (© OpenStreetMap contributors), and DEM data (SRTM)USA on a 5 mx5 m WGS84 GridRGB visible airborne images (NAIP), UAVSAR L-band radar, Sentinel-2 data, Sentinel1-data with temporal speckle filtering, and DEM data (SRTM)Warning : - Some tiles in the France database may be smaller than 1024x1024 pixels. - Some OSM raster data does not exist or contain only null labels (Coast Areas for example) https://www.openstreetmap.org/copyright/en