Dynamic World is a 10m near-real-time (NRT) Land Use/Land Cover (LULC) dataset that includes class probabilities and label information for nine classes.

As part of the ESA Land Cover Climate Change Initiative (CCI) project a new set of yearly Global Land Cover Maps have been produced. Each pixel value corresponds to the classification of a land cover class defined based on the UN Land Cover Classification System (LCCS). The reliability of the classifications made are documented by the four quality flags (decribed further in the Product User Guide) that accompany these maps.

The JRC has published the first continental map of crops grown in the European Union at 10-m resolution. This map combines Copernicus Sentinel-1 satellite observations and in-situ LUCAS 2018 Copernicus data using machine learning and cloud computing.

DLR Map of Human Settlements based on SAR data

Daily Snow Cover Extent (SCE) at 500 m resolution. A global mosaic derived from interpolated MODIS snow information of the Platforms Terra (MOD10A1) and Aqua (MYD10A1).

The World Settlement Footprint (WSF) 2019 is a 10m resolution binary mask outlining the extent of human settlements globally

11 classes of land cover derived from Sentinel-2 imagery. Resolution is 10m.