Published February 10, 2025
| Version v1
Dataset
Open
EU crop mapping on field boundaries
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
Files
(1.5 GB)
| Name | Size | Download all |
|---|---|---|
|
md5:909dbf0b71880eee0f029e71f2448486
|
1.5 GB | Preview Download |
Additional details
Related works
- Is supplement to
- Dataset: 10.5281/zenodo.14229032 (DOI)