Land Parcel Identification System dataset is a perfect source for supervised classification exercise for agriculture data. These data is manually digitized based on orthophoto as well as other sources. Each part of the land is updated regularly, usually within one year.

The data are in vector format (SHP), polygons with land cover class attribute, D96/TM coordinate system. Data are available from December 2015 onwards, updated every quarter (historical data is available as well).

Technical documentation is available here .\ Sample file (10x10 km, latest data) is available here .

Data covers the following land cover classes:\ -Arable land\ -Temporary grassland\ -Fields for snail farming\ -Hop field\ -Hop field in rotation\ -Strawberry field\ -Permanent crops on arable land\ -Permanent crops on arable land where production is not in soil (not eligible)\ -Greenhouse\ -Greenhouse where production is not in soil (not eligible)\ -Greenhouse with fruit plants\ -Vineyard\ -Nursery\ -Intensive orchard\ -Extensive orchard\ -Olive grove\ -Other permanent crop\ -Permanent grassland\ -Permanent grassland with scattered ineligible features (Pro-rata)\ -Area for removing overgrowth\ -Forest plantation\ -Agricultural land being prepared for cultivation