Published February 10, 2025
| Version v1
Dataset
Open
EU crop mapping on field boundaries
Authors/Creators
Description
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
|
Files
field_boundaries_crop_classification.csv
Additional details
Related works
- Is supplement to
- Dataset: 10.5281/zenodo.14229032 (DOI)