EU crop mapping on field boundaries

Crop type classification for each of the field boundaries from the EU field boundaries dataset. The classification was made with Sentinel-2 satellite imagery timeseries, using data from 2022-01-01 until 2022-12-31. A Transformer-based  deep learning model was used. 

The CSV has two columns: field_boundary_id (corresponding to the field boundary ID from the EU field boundaries dataset) and  classification (the predicted class). 

The predicted class can be one of the following 28 classes: 

crop type

alfalfa_lucerne

green_silo_maize

winter_rapeseed_rape

grain_maize_corn_popcorn

olive_plantations

winter_common_soft_wheat

winter_rye

flowers_ornamental_plants

spring_barley

pasture_meadow_grassland_grass

fallow_land_not_crop

soy_soybeans

other_tree_wood_forest

vineyards_wine_vine_rebland_grapes

clover

oats

fresh_vegetables

summer_barley

winter_barley

rapeseed_rape

potatoes

sugar_beet

legumes_harvested_green

spring_common_soft_wheat

tree_wood_forest

nuts

greenhouse_foil_film

orchards_fruits