The Eurocrops v2.0 dataset contains several years of farmer crop declarations from 16 Member States for the Common Agricultural Policy. These data were harmonized with a crop taxonomy and then linked to other classification systems including agricultural statistics and remotely sensed products. This dataset can support researchers and policy makers in tracking changes over time, calculating crop rotations, for national comparisons, for evaluating official statistics and for remote sensing.

The Land Use/Cover Area frame Survey (LUCAS) Copernicus 2022 is a large and systematic in situ field survey of 137 966 polygons over the European Union in 2022. The data contain 82 land cover classes and 40 land use classes.

AI4boundaries is an open AI-ready data set to map field boundaries with Sentinel-2 and aerial photography provided with harmonised labels covering seven countries and 2.5 M parcels in Europe.

The Land Use/Cover Area frame Survey (LUCAS) is a regular in situ land cover and land use ground survey exercise that extends over the whole of the European Union. A new LUCAS module specifically tailored to Earth observation was introduced in 2018: the LUCAS Copernicus module. This paper summarizes the LUCAS Copernicus survey and provides the unique resulting data: 58 426 polygons with level-3 land cover (66 specific classes including crop type) and land use (38 classes).