Spain Basque Country Crop fields

Official agricultural field boundaries for Spain's Basque Country (Euskadi), sourced from the SIGPAC geographic information system used for EU agricultural subsidy applications. The dataset contains 562,407 parcels with crop type codes and administrative codes, converted to fiboa GeoParquet format from 2024 campaign data.

field-boundaries agriculture crop-classification land-parcels lpis basque-country

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Spain Basque Country

Provides 562407 official field boundaries from Spain Basque Country.
It has been converted to a fiboa GeoParquet file from data obtained from Basque Government.

- **Source Data Provider:** [Basque Government](https://www.euskadi.eus/gobierno-vasco/inicio/)
- **Converted by:** Ivor Bosloper
- **License:** CC-BY
- **Projection:** EPSG:25830

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/es-pv/es_pv.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/es-pv/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/es-pv/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/es-pv/es_pv.pmtiles)

## Columns

| Property               | **Data Type** | Description |
|------------------------|---------------|-------------|
| id                     | string        |             |
| determination_datetime | timestamp     |             |
| crop:code              | string        |             |
| crop:name              | string        |             |
| admin:country_code     | string        |             |
| crop:code_list         | string        |             |
| admin:subdivision_code | string        |             |

## Lineage

- Data downloaded on 2024-12-24 from:
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01001_ALEGRIA-DULANTZI.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01002_AMURRIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01003_ARAMAIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01004_ARTZINIEGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01006_ARMINON.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01008_ARRAZUA-UBARRUNDIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01009_ASPARRENA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01010_AYALA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01011_BANOS_DE_EBRO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01013_BARRUNDIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01014_BERANTEVILLA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01016_BERNEDO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01017_CAMPEZO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01018_ZIGOITIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01019_CRIPAN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01020_CUARTANGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01021_ELBURGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01022_ELCIEGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01023_ELVILLAR.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01026_IRUNA_DE_OCA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01027_IRURAIZ-GAUNA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01028_LABASTIDA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01030_LAGRAN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01031_LAGUARDIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01032_LANCIEGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01033_LAPUEBLA_DE_LABARCA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01034_LEZA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01035_LANTARON.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01036_LLODIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01037_ARRAIA-MAEZTU.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01039_MOREDA_DE_ALAVA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01041_NAVARIDAS.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01042_OKONDO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01043_OYON-OION.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01044_PENACERRADA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01046_RIBERA_ALTA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01047_RIBERA_BAJA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01049_SALINAS_DE_ANANA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01051_SALVATIERRA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01052_SAMANIEGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01053_SAN_MILLAN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01054_URKABUSTAIZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01055_VALDEGOVIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01056_VALLE_DE_ARANA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01057_VILLABUENA_DE_ALAVA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01058_LEGUTIANO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01059_VITORIA-GASTEIZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01060_YECORA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01061_ZALDUONDO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01062_ZAMBRANA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01063_ZUYA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01064_COMUNIDAD_DE_PENACERRADA_LAGRAN_Y_LANO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/ALAVA/01065_ENTZIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48001_ABADINO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48002_ABANTO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48003_AMOREBIETA-ETXANO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48004_AMOROTO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48005_ARAKALDO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48006_ARANTZAZU.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48007_MUNITIBAR-ARBATZEGI_GERRIKAITZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48008_ARCENTALES.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48009_ARRANKUDIAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48010_ARRIETA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48011_ARRIGORRIAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48012_BAKIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48013_BARAKALDO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48014_BARRIKA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48015_BASAURI.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48016_BERANGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48017_BERMEO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48018_BERRIATUA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48019_BERRIZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48020_BILBAO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48021_BUSTURIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48022_CARRANZA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48023_ARTEA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48024_ZEANURI.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48025_ZEBERIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48026_DIMA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48027_DURANGO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48028_EA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48029_ETXEBARRI.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48030_ETXEBARRIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48031_ELANTXOBE.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48032_ELORRIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48033_ERENO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48034_ERMUA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48035_FRUNIZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48036_GALDAKAO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48037_GALDAMES.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48038_GAMIZ-FIKA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48039_GARAY.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48040_GATICA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48041_GAUTEGUIZ_DE_ARTEAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48042_GORDEXOLA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48043_GORLIZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48044_GETXO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48045_GUENES.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48046_GERNIKA-LUMO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48047_GUIZABURUAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48048_IBARRANGELU.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48049_ISPASTER.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48050_IZURZA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48051_LANESTOSA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48052_LARRABETZU.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48053_LAUKIZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48054_LEIOA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48055_LEMOA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/BIZKAIA/48056_LEMOIZ.zip
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  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20059_ONATI.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20060_OREXA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20061_ORIO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20062_ORMAIZTEGI.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20063_OIARTZUN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20064_PASAIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20065_SORALUZE.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20066_ERREZIL.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20067_ERRENTERIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20068_LEINTZ-GATZAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20069_DONOSTIA-SAN_SEBASTIAN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20070_SEGURA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20071_TOLOSA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20072_URNIETA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20073_USURBIL.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20074_BERGARA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20075_VILLABONA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20076_ORDIZIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20077_URRETXU.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20078_ZALDIBIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20079_ZARAUTZ.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20080_ZUMARRAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20081_ZUMAIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20082_MENDARO.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20083_LASARTE-ORIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20084_ASTIGARRAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20085_BALIARRAIN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20086_ORENDAIN.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20087_ALTZAGA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20088_GAZTELU.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20098_ALZANIA.zip
  - https://www.geo.euskadi.eus/cartografia/DatosDescarga/Agricultura/SIGPAC/SIGPAC_CAMPA%C3%91A_2024_V1/GIPUZKOA/20099_ENIRIO_ARALAR.zip
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0


Spain Valencia Crop Fields

Official agricultural field boundaries for Spain's Valencian Community, sourced from the SIGPAC Geographic Information System for the 2024 campaign (data dated 2024-01-15), with additional vintages for 2022 and 2023. Contains 2,319,893 field enclosures with crop classification codes and administrative identifiers, converted to fiboa GeoParquet format from FEGA shapefiles.

field-boundaries agriculture crop-classification land-parcels lpis arable-land land-use sigpac

Spanish Agricultural Guarantee Fund (FEGA) / Fondo Español de Garantía Agraria

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Spain Valencia

Provides 2319893 official field boundaries from Spain Valencia.
It has been converted to a fiboa GeoParquet file from data obtained from Spanish Agricultural Guarantee Fund (FEGA) of the Ministry of Agriculture, Fisheries and Food.

- **Source Data Provider:** [Spanish Agricultural Guarantee Fund (FEGA) of the Ministry of Agriculture, Fisheries and Food](https://www.fega.gob.es/es/PwfGcp/es/el_fega/index.jsp)
- **Converted by:** Ivor Bosloper
- **License:** CC-BY-4.0 (taken from http://www.icv.gva.es/condiciones-de-uso-de-la-geoinformacion-icv )
- **Projection:** EPSG:25830  /EPSG:3042

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/es-vc/es_vc.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/es-vc/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/es-vc/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/es-vc/es_vc.pmtiles)

## Columns

| Property                | **Data Type** | Description |
|-------------------------|---------------|-------------|
| id                      | string        |             |
| admin_province_code     | string        |             |
| admin_municipality_code | string        |             |
| area                    | float         |             |
| crop:code               | string        |             |
| crop:name               | string        |             |
| crop:name_en            | string        |             |
| admin:country_code      | string        |             |
| crop:code_list          | string        |             |
| admin:subdivision_code  | string        |             |
| determination_datetime  | timestamp     |             |

## Lineage

- Data downloaded on 2024-12-28 from:
  - https://descargas.icv.gva.es/dcd/14_mediorural/03_pac/2024_SIGPAC_0050/1403_2024PALI_SIGPAC_RECINTOS_25830_SHP.7z
  - https://descargas.icv.gva.es/dcd/14_mediorural/03_pac/2024_SIGPAC_0050/1403_2024PCAS_SIGPAC_RECINTOS_25830_SHP.7z
  - https://descargas.icv.gva.es/dcd/14_mediorural/03_pac/2024_SIGPAC_0050/1403_2024PVAL_SIGPAC_RECINTOS_25830_SHP.7z
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0

providers: role [producer, licensor] for 'Institut Cartogràfic Valencià (ICV)' is an AI guess — ICV hosts the source shapefiles and the CC-BY-4.0 terms page; treated as regional producer and licensor for the Valencia SIGPAC data. Verify before flipping to _state: reviewed.


Field boundaries for Estonia - Eurocrops 2021

Agricultural field boundary parcels for Estonia (2021), sourced from ARIB's GSAA database via the EuroCrops project. The dataset covers approximately 352,000 parcels and includes crop classification values using the HCAT taxonomy alongside land-use and applicant metadata. A geometry-repaired variant (buffer(0) fix for self-intersecting polygons) is provided alongside the original.

field-boundaries agriculture crop-classification land-parcels land-use lpis eurocrops

Põllumajanduse Registrite ja Informatsiooni Amet (ARIB)

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Estonia

Geospatial Aid Application Estonia Agricultural parcels.
The original dataset is provided by ARIB and obtained from the INSPIRE theme GSAA (specifically Geospaial Aid Application Estonia Agricultural parcels) through which the data layer Fields and Eco Areas (GSAA) is made available.
The data comes from ARIB's database of agricultural parcels. It has been converted to a fiboa GeoParquet file from the EuroCrops Shapefile that provides crop classification values. The data was provided to EuroCrops under an open license.

Original dataset failed validation due to self intersecting polygons in the geometry. A 'fixed' version of the dataset, using the geopandas buffer(0) method, has been uploaded as well and is named ec_ee_revised.parquet.

- **Source Data Provider:** [Põllumajanduse Registrite ja Informatsiooni Amet]
- **Converted by:** [Kyle Rasch]
- **License:** CC-BY-SA-3.0
- **Projection:** Estonia 2021

---

- **[Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/estonia-ec/data/ec_ee.parquet)**
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/estonia-ec/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/estonia-ec/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/estonia-ec/data/ec_ee.pmtiles)

## Columns

| Property                     | Data Type  | Description                                                 |
|------------------------------|------------|-------------------------------------------------------------|
| pollu_id                     | string     | Numerical identifier                                        |
| pindala_ha                   | float      | Area in hectares                                            |
| taotlusaas                   | uint64     | Year                                                        |
| taotletud_kultuur            | string     | Requested crop culture                                      |
| taotletud_maakasutus         | string     | Requested land use                                          |
| taotletud_toetus             | string     | Requested support                                           |
| niitmise_tuvastamise_staatus | string     | Mowing detection status                                     |
| niitmise_tuvast_ajavahemik   | string     | Mowing detection period                                     |
| viimase_muutmise_aeg         | string     | Last edit time (date-date)                                  |
| taotleja_nimi                | string     | Name of applicant                                           |
| taotleja_registrikood        | string     | Applicant's registration code                               |
| EC_trans_n                   | string     | The original crop name translated into English              |
| EC_hcat_n                    | string     | The machine-readable HCAT name of the crop                  |
| EC_hcat_c                    | uint32     | The 10-digit HCAT code indicating the hierarchy of the crop |

## Lineage

- Data downloaded on 2024-11-05 from https://zenodo.org/records/8229128/files/EE_2021.zip?download=1).
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.5.0-dev.

providers: role [processor] for 'EuroCrops' is an AI guess — Provided the source Shapefile with HCAT crop classification values; assumed processor role.. Verify before flipping to _state: reviewed.


Finnish Crop Fields (Maatalousmaa)

Field parcel register from the Finnish Food Authority (FFA) covering agricultural land in Finland, including arable land, permanent grassland, and permanent crops. Each parcel record includes a crop code and Finnish crop name, derived from the GSAA agricultural parcel dataset for reference year 2023.

field-boundaries agriculture crop-classification lpis land-parcels arable-land land-use

Field Boundaries

Source Cooperative product page

## README.md
# Finnish Crop Fields (Maatalousmaa)

The Finnish Food Authority (FFA) since 2020 produces spatial data sets,
more specifically in this context the "Field parcel register" and "Agricultural parcel containing spatial data".
A set called "Agricultural land: arable land, permanent grassland or permanent crop (land use)".

- **Source Data Provider:** Finnish Food Authority
- **Converted by:** Ivor Bosloper
- **Homepage:** https://www.ruokavirasto.fi/en/about-us/open-information/spatial-data-sets/

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/finland/finland.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/finland/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/finland/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/finland/finland.pmtiles)

### Columns

The Crop Field dataset has the following properties:

| Property   | **Data Type** | Description                |
|------------|---------------|----------------------------|
| id         | string        | Identifier                 |
| block_id   | int           | Field block ID             |
| area       | float         | Surface Area               |
| crop_code  | string        | Crop code                  |
| crop_name  | string        | Crop description (Finnish) |

## Lineage

- Data downloaded on 2024-06-12 from https://download.inspire.ruokavirasto-awsa.com/data/2023/LandUse.ExistingLandUse.GSAAAgriculturalParcel.gpkg
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.4.0


Field boundaries for France from Eurocrops (2018)

Approximately 9.5 million official agricultural field boundaries for France (2018), converted to fiboa GeoParquet format from the Eurocrops Shapefile. Includes harmonized European crop classification codes (EC_hcat_n, EC_trans_n) derived from the original French government LPIS data.

field-boundaries agriculture crop-classification lpis land-parcels arable-land land-use france

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for France

Provides ca. 9,500,000 official field boundaries of France for 2018. It has been converted to a fiboa GeoParquet file from the Eurocrops Shapefile that provides crop classification values that are harmonized across Europe. The data was provided to Eurocrops under an open license from the French government.

- **Source Data Provider:** [Eurcrops](https://github.com/maja601/EuroCrops/wiki/France)
- **Converted by:** [Chris Holmes](https://tgengine.org/)
- **License:** CC-BY-4.0
- **Projection:** IGNF:LAMB93 (RGF93 Lambert 93)

---

- **[Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/france-ec/france_eurocrops_2018_fiboa.parquet)**
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/france-ec/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/france-ec/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/france-ec/france_eurocrops_2018.pmtiles)

## Columns

| Property               | Data Type | Description                                                  |
| ---------------------- | --------- | ------------------------------------------------------------ |
| id                     | string    | Identifier                                         |
| determination_datetime | datetime  | Valid since the given date.                                  |
| area                   | float     | Area in ha                                                   |
                                            |

TODO: Finish columns

## Lineage

- Data downloaded on 2024-05-03 from https://zenodo.org/records/8229128/files/FR_2018.zip.
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.3.9-dev.

providers: role [processor] for 'Eurocrops' is an AI guess — Eurocrops harmonized and redistributed the French government data; treated as processor since the French government is the original licensor.. Verify before flipping to _state: reviewed.


Ireland INSPIRE Geospatial aid application (GSAA) dataset

Annual LPIS parcel boundary dataset for Ireland, derived from the Geospatial Aid Application (GSAA) beneficiary declarations submitted under area-based schemes. Each parcel includes the claimed crop type and determination date. Coverage spans the full island of Ireland.

field-boundaries lpis land-parcels agriculture crop-classification ireland

Field Boundaries

Source Cooperative product page

This layer is published under the terms of the license Creative Commons Attribution 4.0 International (CC BY 4.0)

## README.md
# Ireland GSAA

This data represents the outline shape of LPIS parcels as claimed under area based schemes. The dataset includes the crops claimed as part of the annual GSAA.
Yearly information provided through the beneficiary declaration.

- **Source data provider:** Ireland Department of Agriculture, Food and the Marine"
- **Converted by:** Ivor Bosloper
- **Homepage:** https://inspire.geohive.ie/geoportal/
- **License:** CC-BY-4_0
- **Projection:** EPSG:4258

--

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/ireland/ireland.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/ireland/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/ireland/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/ireland/ireland.pmtiles)

### Columns

The Crop Field dataset has the following properties:

| Property               | **Data Type** | Description                |
|------------------------|---------------|----------------------------|
| id                     | string        | Identifier                 |
| crop_name              | string        | Crop description (Finnish) |
| determination_datetime | datetime      |                            |


Japan Fude Parcels

Official farmland parcel polygons (Fude Polygons) for Japan, covering 29.4 million field boundaries derived from manually digitized aerial and satellite imagery. Published by the Japanese Ministry of Agriculture, Forestry and Fisheries (MAFF) for fiscal years 2021–2024 and converted to fiboa GeoParquet format. Polygons indicate approximate farmland locations and have not undergone on-site verification.

field-boundaries agriculture land-parcels lpis crop-classification land-use remote-sensing

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Japan

Original data converted to fiboa from https://source.coop/repositories/pacificspatial/field-polygon-jp

Provides 29418076 official field boundaries from Japan.
It has been converted to a fiboa GeoParquet file from data obtained from
Japanese Ministry of Agriculture, Forestry and Fisheries (MAFF, 農林水産省).

Japanese Farmland Parcel Polygons (Fude Polygons in Japanese) represent parcel information of farmland.
The polygons are manually digitized data derived from aerial imagery, such as satellite images.
Since no on-site verification or similar procedures have been conducted, the data may not necessarily
match the actual current conditions. Fude Polygons are created for the purpose of roughly indicating
the locations of farmland.

- **Source Data Provider:** [Japanese Ministry of Agriculture, Forestry and Fisheries (MAFF, 農林水産省)](https://www.maff.go.jp/)
- **Converted by:** Ivor Bosloper
- **License:** CC-BY
- **Attribution:** Fude Polygon Data (published for the fiscal years 2021, 2022, 2023, and 2024) provided by the Ministry of Agriculture, Forestry and Fisheries, processed by Pacific Spatial Solutions, Inc.
- **Projection:** EPSG:6668

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/japan/japan.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/japan/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/japan/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/japan/japan.pmtiles)

## Columns

| Property               | **Data Type** | Description |
|------------------------|---------------|-------------|
| id                     | string        |             |
| land_type_en           | string        |             |
| admin_local_code       | string        |             |
| determination_datetime | timestamp     |             |

## Lineage

- Data downloaded on 2024-12-04 from https://data.source.coop/pacificspatial/field-polygon-jp/parquet/jp_field_polygons_2024.parquet .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0

providers: role [processor] for 'Pacific Spatial Solutions, Inc.' is an AI guess — Attribution credits Pacific Spatial Solutions with processing; role inferred from attribution text. Verify before flipping to _state: reviewed.


A region-wide, multi-year set of crop field boundary labels for Africa

825,395 official crop field boundary labels for Africa, sourced from the Agricultural Impacts Research Group's Lacuna Labels dataset. Covers a region-wide, multi-year collection across sub-Saharan Africa with crop category classifications. Distributed as a fiboa-compliant GeoParquet file converted from the original source.

field-boundaries crop-classification agriculture smallholder-farming remote-sensing land-use

Field Boundaries

Source Cooperative product page

PLANET NICFI PARTICIPANT LICENSE AGREEMENT

## README.md
# Field boundaries for Lacuna Labels

Provides 825,395 official field boundaries from Lacuna Labels.
It has been converted to a fiboa GeoParquet file from data obtained from Agricultural Impacts Research Group.

- **Source Data Provider:** [Agricultural Impacts Research Group](https://github.com/agroimpacts/lacunalabels)
- **Converted by:** Ivor Bosloper
- **License:** Planet’s [participant license agreement for the NICFI contract](https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf).
- **Projection:** epsg:4326 (WGS 84)

---

- [Download the data as fiboa GeoParquet](https://source.coop/fiboa/lacunalabels/lacunalabels.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/lacunalabels/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/lacunalabels/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/lacunalabels/lacunalabels.pmtiles)

## Columns

| Property | **Data Type** | Description                                                               |
|----------|---------------|---------------------------------------------------------------------------|
| id       | string        | Field Identifier                                                          |
| category | string        | Course category; annualcropland, cloudshadow, fallow, treecrop, unsure1/2 |

## Lineage

- Data downloaded on 2024-11-12 from https://zenodo.org/records/11060871 .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.7.0


Latvia Lauki Parcels

Official field boundary dataset for Latvia containing 420,863 parcels sourced from the Rural Support Service Republic of Latvia (Lauku atbalsta dienests) for the 2024 reference year. Parcels include crop classification codes and names, converted to fiboa-compliant GeoParquet format projected in EPSG:3059.

field-boundaries agriculture land-parcels crop-classification lpis fiboa

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Latvia

Provides 420863 official field boundaries from Latvia.
It has been converted to a fiboa GeoParquet file from data obtained from Rural Support
Survice Republic of Latvia (Lauku atbalsta dienests).

- **Source Data Provider:** [Rural Support Survice Republic of Latvia (Lauku atbalsta dienests)](https://www.lad.gov.lv/lv/lauku-registra-dati)
- **Converted by:** Ivor Bosloper
- **License:** CC-BY-SA-4.0
- **Projection:** EPSG:3059

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/latvia/latvia.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/latvia/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/latvia/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/latvia/latvia.pmtiles)

## Columns

| Property               | **Data Type** | Description |
|------------------------|---------------|-------------|
| id                     | string        |             |
| parcel_id              | uint64        |             |
| determination_datetime | timestamp     |             |
| area                   | float         |             |
| crop:code_list         | string        |             |
| crop:code              | string        |             |
| crop:name              | string        |             |
| crop:name_en           | string        |             |

## Lineage

- Data downloaded on 2024-12-03 from https://karte.lad.gov.lv/arcgis/services/lauki/MapServer/WFSServer .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0


Luxembourg FLIK Parcels

The Land Parcel Identification System (LPIS) is a reference database of the agriculture parcels used as a basis for area related payments to farmers in relation to the Common Agricultural Policy (CAP). These payments are (co)financed by the European Agricultural Guarantee Fund (‘EAGF’) and the European Agricultural Fund for Rural Development (‘EAFRD’).
To ensure that payments are regular, the CAP relies on the Integrated Administration and Control System (IACS), a set of comprehensive administrative and on the spot checks on subsidy applications, which is managed by the Member States. The Land Parcel Identification System (LPIS) is a key component of the IACS. It is an IT system based on ortho imagery (aerial or satellite photographs) which records all agricultural parcels in the Member States. It serves two main purposes: to clearly locate all eligible agricultural land contained within reference parcels and to calculate their maximum eligible area (MEA). The LPIS is used for cross checking during the administrative control procedures and as a basis for on the spot checks by the paying agency.

luxembourg fiboa field flik boundaries geoparquet vector pmtiles


Cloud Native MGRS

Full(-ish) MGRS 1km grid. Data is downloaded data from https://earth-info.nga.mil/index.php?dir=coordsys&action=utm-1km-polyline-dloads (but 5 files were missing from their list). It mostly has the original columns, though attempted to combine the two length ones. Added admin boundaries following the vecorel administrative division extension, though as of now it's not vecorel compliant. Plan is to do that, and add geometry extension (and remove the similar columns from the original shapefiles).


Irrigated land area

National spatial dataset of 42,133 irrigated land field boundaries across New Zealand, sourced from the NZ Ministry for the Environment and Aqualinc Research Limited. Each record includes irrigation type, irrigated area, determination date, and regional administrative coding. Converted to fiboa-compliant GeoParquet format.

field-boundaries agriculture land-use new-zealand irrigation arable-land

Field Boundaries

Source Cooperative product page

## README.md
# New Zealand National irrigated land spatial dataset

Provides 42133 field boundaries from New Zealand.
It has been converted to a fiboa GeoParquet file from data obtained from NZ Ministry for the environment.

- **Source Data Provider:** [NZ Ministry for the environment](https://environment.govt.nz/)
- **Converted by:** Ivor Bosloper
- **License:** CC-BY-4.0 https://data.mfe.govt.nz/license/attribution-4-0-international/
- **Projection:** EPSG:2193 NZGD2000 / New Zealand Transverse Mercator 2000

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/newzealand/newzealand.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/newzealand/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/newzealand/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/newzealand/newzealand.pmtiles)

## Columns

| Property               | **Data Type** | Description        |
|------------------------|---------------|--------------------|
| id                     | string        | Identifier         |
| type                   | string        | Type of irrigation |
| area                   | float         | Irrigated area     |
| determination_datetime | timestamp     |                    |
| admin:subdivision      | string        | Region             |
| admin:country_code     | string        | NZ                 |

## Lineage

- Data downloaded on 2024-12-13 from manually downloaded file .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0

providers: role [producer] for 'Aqualinc Research Limited' is an AI guess — Named as original data source in API description; producer role inferred from technical report authorship. Verify before flipping to _state: reviewed.

providers: role [licensor, processor] for 'NZ Ministry for the Environment' is an AI guess — Stated as source data provider and adapted the data for environmental reporting; licensor inferred from hosting the CC-BY-4.0 licensed dataset. Verify before flipping to _state: reviewed.


BRP Crop Field Boundaries for The Netherlands (CAP-based)

Basisregistratie Gewaspercelen (BRP) is the official crop field boundary dataset for The Netherlands, published openly by the Dutch government via RVO/PDOK. It covers over 1.3 million agricultural parcels with crop group categories, crop codes, and names. The dataset has been converted from geopackage to fiboa-compliant GeoParquet format.

field-boundaries crop-classification agriculture lpis land-parcels fiboa

Rijksdienst voor Ondernemers (RVO) / PDOK

Field Boundaries

Source Cooperative product page

## README.md
# Crop Field boundaries for The Netherlands

"Basisregistratie Gewaspercelen (BRP)" is the Crop Field dataset openly published by The Netherlands.

It has been converted to a fiboa GeoParquet file from a geopackage that was provided by the state.

- **Source Data Provider:** [Rijksdienst voor Ondernemers / PDOK](https://www.pdok.nl/introductie/-/article/referentiepercelen)
- **Converted by:** Ivor Bosloper
- **Homepage:** https://www.pdok.nl/introductie/-/article/basisregistratie-gewaspercelen-brp-

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/nl-crop/nl_crop.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/nl-crop/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/nl-crop/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/nl-crop/nl_crop.pmtiles)

### Columns

The Crop Field dataset has the following properties:

| Property               | **Data Type** | Description                                |
|------------------------|---------------|--------------------------------------------|
| id                     | integer       | Identifier                                 |
| area                   | string        | Source (digital source, e.g. aerial photo) |
| category               | string        | Crop group category                        |
| crop:code              | string        | Crop code                                  |
| crop:name              | string        | Crop name (description in Dutch)           |
| determination_datetime | datetime      |                                            |

## Lineage

- Data downloaded on 2024-06-12 from https://service.pdok.nl/rvo/brpgewaspercelen/atom/v1_0/downloads/brpgewaspercelen_concept_2023.gpkg
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.4.0


Field boundaries for The Netherlands

Official agricultural reference field boundaries for The Netherlands, sourced from Rijksdienst voor Ondernemers (RVO) via PDOK. Contains 549,218 parcels with geometry, area, source method, and determination date. Distributed as fiboa-compliant GeoParquet.

field-boundaries agriculture land-parcels lpis geoparquet

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for The Netherlands

Provides the official agricultural reference field boundaries of The Netherlands.
It has been converted to a fiboa GeoParquet file from a geopackage that was provided by the state.

- **Source Data Provider:** [Rijksdienst voor Ondernemers / PDOK](https://www.pdok.nl/introductie/-/article/referentiepercelen)
- **Converted by:** Ivor Bosloper
- **Homepage:** https://www.pdok.nl/introductie/-/article/referentiepercelen

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/nl-ref/nl_ref.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/nl-ref/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/nl-ref/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/nl-ref/nl_ref.pmtiles)

### Columns

The Reference Parcel dataset has the following properties:

| Property               | **Data Type** | Description                                |
|------------------------|---------------|--------------------------------------------|
| id                     | integer       | Identifier                                 |
| area                   | string        | Source (digital source, e.g. aerial photo) |
| source                 | string        | aerial photo or other                      |
| determination_datetime | datetime      |                                            |

## Lineage

- Data downloaded on 2024-06-12 from https://service.pdok.nl/rvo/referentiepercelen/atom/downloads/referentiepercelen.gpkg
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.4.0


Field boundaries for Portugal

Official field boundary dataset (identificação de parcelas) for mainland Portugal (Continente) containing approximately 4.8 million agricultural parcels from 2023. Sourced from the Instituto de Financiamento da Agricultura e Pescas (IFAP) and converted to fiboa-compliant GeoParquet format. Includes crop classification codes and names alongside parcel geometry, area, and perimeter.

field-boundaries agriculture lpis land-parcels crop-classification arable-land land-use

IFAP - Instituto de Financiamento da Agricultura e Pescas

Field Boundaries

Source Cooperative product page

No conditions apply

## README.md
# Field boundaries for Portugal

Open field boundaries (identificação de parcelas) from Portugal in 2023.
Provides ca. 4.8 million official field boundaries from the Instituto de Financiamento da Agricultura e Pescas in Portugal.
It has been converted to a fiboa-compliant GeoParquet file.

- **Source Data Provider:** [IPAP - Instituto de Financiamento da Agricultura e Pescas](https://www.ifap.pt/isip/ows/)
- **Converted by:** [Matthias Mohr](https://mohr.ws)
- **License:** [No conditions apply](https://inspire.ec.europa.eu/metadata-codelist/ConditionsApplyingToAccessAndUse/noConditionsApply)

---

- **[Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/portugal/Continente.parquet)**
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/portugal/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/portugal/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/portugal/Continente.pmtiles)

## Lineage

- Data downloaded on 2024-08-13 from https://www.ifap.pt/isip/ows/resources/2023/Continente.gpkg.
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.6.0.


Slowakia Agricultural Land Idenfitication System

Official agricultural field boundaries for Slovakia, comprising 274,467 parcels from the Land Parcel Information System (LPIS) sourced via the National Open Data Catalog. Each record includes crop name, crop group, municipality, and field area. Data has been converted to fiboa GeoParquet format in EPSG:5514 projection.

field-boundaries lpis land-parcels agriculture crop-classification arable-land land-use

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Slovakia

Provides 274467 official field boundaries from Slovakia.
It has been converted to a fiboa GeoParquet file from data obtained from National Open Data Catalog (Národného katalógu otvorených dát).

- **Source Data Provider:** [National Open Data Catalog (Národného katalógu otvorených dát)](https://data.slovensko.sk/)
- **Converted by:** Ivor Bosloper
- **License:** Open data
- **Projection:** EPSG:5514

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/slovakia/slovakia.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/slovakia/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/slovakia/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/slovakia/slovakia.pmtiles)

## Columns

| Property     | **Data Type** | Description |
|--------------|---------------|-------------|
| id           | string        |             |
| crop_name    | string        |             |
| crop_group   | string        |             |
| municipality | string        |             |
| area         | float         |             |

## Lineage

- Data downloaded on 2024-11-14 from https://data.slovensko.sk/download?id=e39ad227-1899-4cff-b7c8-734f90aa0b59&blocksize=0 .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0


Field boundaries for Slovenia from EuroCrops (2021)

Approximately 800,000 official agricultural field boundaries for Slovenia for the year 2021, sourced from the Slovenian government via EuroCrops and converted to fiboa GeoParquet format. Includes harmonized European crop classification values (HCAT codes and names) alongside native Slovenian crop type attributes and GERK parcel identifiers.

field-boundaries agriculture crop-classification land-parcels lpis arable-land land-use

Slovenian Ministry of Agriculture, Forestry and Food (MAFF)

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for Slovenia

Provides ca. 800,000 official field boundaries of Slovenia for 2021. It has been converted to a fiboa GeoParquet file from the EuroCrops Shapefile that provides crop classification values that are harmonized across Europe. The data was provided to EuroCrops under an open license from the Slovenian government.

- **Source Data Provider:** [EuroCrops](https://github.com/maja601/EuroCrops/wiki/Slovenia)
- **Converted by:** [Daniel Nwaeze](https://www.linkedin.com/in/daniel-nwaeze/)
- **License:** CC-BY-4.0
- **Projection:** Slovenia 1996 / Slovene National Grid

---

- **[Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/slovenia-ec/data/slovenia_eurocrops_2021_fiboa.parquet)**
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/slovenia-ec/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/slovenia-ec/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/slovenia-ec/data/slovenia_eurocrops_2021.pmtiles)

## Columns

| Property        | Data Type   | Description                                                                 |
|-----------------|-------------|-----------------------------------------------------------------------------|
| id            | string     | Numerical identifier                           |
| area          |   float    | Area in hectares                               |
| gerk_pid      |   uint64   | GERK polygon identification number             |
| crop_type_class | string  | Crop type classification                        |
| rastlina      |  string   | Crop type in slovenian language                 |
| crop_lat_e    | string   |   Crop type in latin or english language         |
| color         | string   | Color (hex), used for display by Ministry of Agriculture, Forestry and Food (MAFF)    |
| EC_trans_n    | string  | The original crop name translated into English  |
|   EC_hcat_n   | string | The machine-readable HCAT name of the crop        |
|   EC_hcat_c   | uint32 | The 10-digit HCAT code indicating the hierarchy of the crop  |
|   EC_NUTS3   | string | The Nomenclature of Territorial Units for Statistics 3 (NUTS3) region, an approximate assignment of a crop parcel to a region  |

## Lineage

- Data downloaded on 2024-06-10 from https://zenodo.org/records/10118572/files/SI_2021.zip?download=1.
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.5.0-dev.

providers: role [processor] for 'EuroCrops' is an AI guess — EuroCrops harmonized and redistributed the data; assumed processor role as the README does not explicitly label it. Verify before flipping to _state: reviewed.


Slovenia Crop Fields

Official field boundaries dataset for Slovenia containing 830,856 agricultural parcels with crop classification data sourced from the KMRS 2023 dataset published by Slovenia's Ministry of Agriculture, Forestry and Food. The dataset covers Common Agricultural Policy (CAP) applications and distinguishes approximately 150 crop categories. Distributed as fiboa-compliant GeoParquet and PMTiles in the Slovenian national projection (EPSG:3794).

Field Boundaries

Source Cooperative product page

Javno dostopni podatki: Publicly available data

## README.md
# Field boundaries for Slovenia

Provides 830856 official field boundaries from Slovenia.
It has been converted to a fiboa GeoParquet file from data obtained from Ministry of Agriculture, Forestry and Food  (Ministrstvo za kmetijstvo, gozdarstvo in prehrano).

- **Source Data Provider:** [Ministry of Agriculture, Forestry and Food  (Ministrstvo za kmetijstvo, gozdarstvo in prehrano)](https://www.gov.si/drzavni-organi/ministrstva/ministrstvo-za-kmetijstvo-gozdarstvo-in-prehrano/)
- **Converted by:** Ivor Bosloper
- **License:** https://rkg.gov.si/vstop/ "Javno dostopni podatki" (Publicly available data)
- **Projection:** EPSG:3794

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/slovenia/slovenia.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/slovenia/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/slovenia/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/slovenia/slovenia.pmtiles)

## Columns

| Property     | **Data Type** | Description                   |
|--------------|---------------|-------------------------------|
| id           | string        | Field Identifier              |
| block_id     | string        | Field block identifier (GERK) |
| area         | float         | Area                          |
| crop_code    | string        | Crop code                     |
| crop_name    | string        | Crop name in Slovenian        |
| crop_name_en | string        | Crop name in English          |

## Lineage

- Data downloaded on 2024-11-12 from https://rkg.gov.si/razno/portal_analysis/KMRS_2023.rar .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.7.0


Spain SIGPAC Field Data

The Spanish SIGPAC (Agricultural Plots Information System) is a database, or official register, for which FEGA (ministry of agriculture) and the departments of agriculture of the autonomous regions publish crop fields.

Currently, the data is collected in different formats from each of the sources, and converted into fiboa data sets.

See https://www.fega.gob.es/en/pepac-2023-2027/sistemas-gestion-y-control/sigpac or http://www.mapama.gob.es/es/agricultura/temas/sistema-de-informacion-geografica-de-parcelas-agricolas-sigpac-/ for more information.

spain
fiboa
field boundaries
sigpac
geoparquet
vector
pmtiles


Field boundaries for Sweden

Provides ca. 1.142.000 official field boundaries from the Sweden. It has been converted to fiboa from the 2023 export that was provided by Jordbruksverket (The Swedish Board of Agriculture).

sweden
fiboa
field boundaries
vector
geoparquet
pmtiles


Field boundaries for Switzerland

Official agricultural field boundaries (Nutzungsflächen) for Switzerland, covering 1,322,299 parcels across 17 open-data Cantons. Includes crop type, area, and canton-level administrative attribution. Published in fiboa GeoParquet format, converted from data by the Conference of Cantonal Geoinformation and Cadastral Offices (KGK-CGC).

field-boundaries agriculture crop-classification land-use lpis land-parcels switzerland

Konferenz der kantonalen Geoinformations- und Katasterstellen (KGK-CGC)

Field Boundaries

Source Cooperative product page

opendata.swiss terms of use

## README.md
# Field boundaries for Switzerland

Provides 1322299 official field boundaries from Switzerland.
It has been converted to a fiboa GeoParquet file from data obtained from Konferenz der kantonalen Geoinformations- und Katasterstellen.

- **Source Data Provider:** [Konferenz der kantonalen Geoinformations- und Katasterstellen](https://www.kgk-cgc.ch/)
- **Converted by:** Ivor Bosloper
- **License:** Open-BY (https://opendata.swiss/de/terms-of-use)
- **Projection:** EPSG:2056

---

- [Download the data as fiboa GeoParquet](https://source.coop/fiboa/switzerland/switzerland.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/switzerland/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/switzerland/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/switzerland/switzerland.pmtiles)

## Columns

| Property                    | **Data Type** | Description        |
|-----------------------------|---------------|--------------------|
| id                          | string        | Identifier         |
| area                        | float         | Area in ha         |
| administrative_area_level_1 | string        | Canton             |
| crop_name                   | string        | Crop name (German) |
| determination_datetime      | timestamp     |                    |

## Lineage

- Data downloaded on 2024-11-13 from manually downloaded file .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.7.0


California Statewide Crop Mapping

Official field boundaries for 438,790 agricultural parcels across California, derived from the California Department of Water Resources Statewide Crop Mapping program. The dataset includes crop type codes and names for the 2022 provisional survey year, distributed as a fiboa-compliant GeoParquet file.

field-boundaries agriculture crop-classification land-use water-resources hydrology

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for CA SCM

Provides 438790 official field boundaries from CA SCM.
It has been converted to a fiboa GeoParquet file from data obtained from California Department of Water Resources.

- **Source Data Provider:** [California Department of Water Resources](https://water.ca.gov/)
- **Converted by:** Ivor Bosloper
- **License:** CC-0
- **Projection:** EPSG:4269 (NAD83)

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/us-ca-scm/us_ca_scm.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/us-ca-scm/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/us-ca-scm/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/us-ca-scm/us_ca_scm.pmtiles)

## Columns

| Property               | **Data Type** | Description                          |
|------------------------|---------------|--------------------------------------|
| id                     | string        | Identifier                           |
| crop:code              | string        | Crop code from original dataset      |
| crop:name              | string        | Crop name from original dataset      |
| admin_level_2          | string        | Country                              |
| determination_datetime | timestamp     |                                      |
| crop:code_list         | string        | Crop code list from original dataset |

## Lineage

- Data downloaded on 2024-11-22 from https://data.cnra.ca.gov/dataset/6c3d65e3-35bb-49e1-a51e-49d5a2cf09a9/resource/f38d3f6f-dcf1-4553-9f07-4f381d494320/download/i15_crop_mapping_2022_provisional_gdb.zip .
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0


USDA Crop Sequence Boundaries

Crop Sequence Boundaries (CSB) is a fully synthetic vector dataset of approximately 16.2 million agricultural field boundaries across the contiguous United States, derived from stacked USDA Cropland Data Layers. It captures estimated field extents, acreage, and crop rotation history (2016–2023), with adjacent same-crop polygons dissolved. Converted to fiboa-compliant GeoParquet format from USDA NASS source data.

field-boundaries agriculture crop-classification land-use remote-sensing arable-land crop-rotation

USDA National Agricultural Statistics Service (NASS)

Field Boundaries

Source Cooperative product page

## README.md
# Field boundaries for USDA CSB

Crop Sequence Boundaries (CSB) is a vector-based geospatial dataset which are fully synthetic representations of
agricultural fields, their acreage, and cropping rotation history. These new data are primarily derived from a
historical stack of Cropland Data Layers over a set time frame based on an algorithm of geospatial functions.
It was developed in cooperation with the Economic Research Service.

[See metadata](https://www.nass.usda.gov/Research_and_Science/Crop-Sequence-Boundaries/metadata_Crop-Sequence-Boundaries-2023.htm)

Provides 16.194.865 field boundaries, based on data taken from taken from USDA CSB.
Adjacent polygons with equal crops for 2023 have been merged ("dissolved")
It has been converted to a fiboa GeoParquet file from data obtained from USDA.

Available free for download at https://www.nass.usda.gov/Research_and_Science/Crop-Sequence-Boundaries/.
Github repository containing the code used to create the Crop Sequence Boundaries (CSB) can be found at https://github.com/USDA-REE-NASS/crop-sequence-boundaries/tree/main/csb-project.

- **Source Data Provider:** [USDA](https://www.nass.usda.gov/)
- **Converted by:** Ivor Bosloper
- **License:** The USDA NASS Crop Sequence Boundaries and the data offered at https://www.nass.usda.gov/Research_and_Science/Crop-Sequence-Boundaries are provided to the public as is and are considered public domain and free to redistribute. Users of the Crop Sequence Boundaries (CSB) are solely responsible for interpretations made from these products. The CSB are provided 'as is' and the USDA NASS does not warrant results you may obtain using the data. Contact our staff at (SM.NASS.RDD.GIB@usda.gov) if technical questions arise.
- **Projection:** EPSG:5070 ("Albers Conical Equal Area as used by mrlc.gov (NLCD)") [info](https://gis.stackexchange.com/questions/59673/calculating-points-in-the-usdas-cropland-data-layer-coordinate-system)

---

- [Download the data as fiboa GeoParquet](https://data.source.coop/fiboa/us-usda-cropland/us_usda_cropland.parquet)
- [STAC Browser](https://radiantearth.github.io/stac-browser/#/external/data.source.coop/fiboa/us-usda-cropland/stac/collection.json)
- [STAC Collection](https://data.source.coop/fiboa/us-usda-cropland/stac/collection.json)
- [PMTiles](https://data.source.coop/fiboa/us-usda-cropland/us_usda_cropland.pmtiles)

## Columns

| Property                    | **Data Type** | Description |
|-----------------------------|---------------|-------------|
| id                          | string        |             |
| crop:code                   | string        |             |
| crop:name                   | string        |             |
| administrative_area_level_2 | string        |             |
| determination_datetime      | timestamp     |             |
| crop:code_list              | string        |             |

## Lineage

- Data downloaded on 2024-11-25 from https://www.nass.usda.gov/Research_and_Science/Crop-Sequence-Boundaries/datasets/NationalCSB_2016-2023_rev23.zip .
- Adjacent polygons with same 2023-crop have been merged ("dissolved")
- Converted to GeoParquet using [fiboa-cli](https://github.com/fiboa/cli), version 0.8.0

providers: role [producer] for 'USDA Economic Research Service (ERS)' is an AI guess — Listed as co-developer ('developed in cooperation with ERS'); assumed producer role.. Verify before flipping to _state: reviewed.


WaterNet Global Waterways

WaterNet is a global 20-meter resolution dataset of predicted waterway locations (rivers and streams) produced by the Better Planet Laboratory using a deep learning model trained on Sentinel-2 satellite imagery. It triples the spatial extent of previously mapped waterways worldwide and is distributed as Cloud-Optimized GeoTIFFs (waterway probability rasters) and geoparquet/PMTiles vector files. The vector outputs include stream topology attributes such as Strahler stream order, upstream/downstream connectivity, and lake intersection flags.

hydrology global-coverage remote-sensing machine-learning sentinel-2 geoparquet pmtiles cloud-optimized-geotiff

Dataset files (1374 x .tif)

Source Cooperative product page

## README.md
# WaterNet Outputs and Code

## Introduction
This data repository contains global raster and vector outputs for the WaterNet model at 20 meters, and it links the code for three python modules related to the generation of this data. This research was supported by [Bridges to Prosperity](https://bridgestoprosperity.org/) and conducted by [Better Planet Laborary](https://betterplanetlab.com/). If using this data please cite the original WaterNet paper:

> Pierson, Matthew; Fankhauser, Katie; and Mehrabi, Zia. 2026. Mapping waterways worldwide with deep learning. arXiv. https://doi.org/10.48550/arXiv.2412.00050

## Technical Details
**Projection:** All files use EPSG: 4326.

## Raster Data
A Live demo of the raster data can be found at [The Fika Map Website](https://map.fikamap.com/waternetraster#9.13/5.5938/35.6743/-10.9/25). A STAC catalog is coming soon!

### Naming Convention
The raster outputs are in the raster folder. The file names follow the format `{xtile}_{ytile}.tif` and correspond to a zoom level 6 xyz map tile. A geojson file in the root directory named `waterway_model_outputs_20m_raster_overview.geojson` contains the bounding boxes for each raster file. The raster files are configured as COGs (Cloud-Optimized GeoTIFF) files.

### Raster Data Types
- Unsigned 8-bit integer datatype
- 0 = low probability of waterway
- 255 = high probability of waterway
- Vectorization thresholds:
  - < 255*0.1: not a waterway
  - \> 255*0.5: waterway

### Known Issues
There are a few known issues with the raster product. These include lower accuracy of capturing swampy areas and deserts (although alternative feature weightings of the model can allow for better capture of swamps, and our vectorization process aims to resolve the issues in deserts). We also note higher noise in areas where it is difficult to create cloud free composites (coastal areas, near the equator); and future integration of SAR data may help alleviate these particularly on a near-real time deploy. There is also artifact in Greenland (missing cells) that we expect is due to Sentinel-2 feature inputs, for which further investigation and back fill is likely required.

## Vector Data

Vector data has been made available as a series of geoparquet files as well as a set of pmtiles files. A geojson file in the root directory named `waterway_model_outputs_vector_overview.geojson` contains the bounding boxes for each parquet vector file. The individual geoparquet files are available in the vector folder and the pmtiles files are available in the pmtiles folder. There is also a joined pmtiles file named `waterway_model_outputs_20m_vector.pmtiles`. The pmtiles files offer live previews of the data if you click on an individual file. A live demo of the vector data can be found at [The Fika Map Website](https://map.fikamap.com/waternetvector).

### Naming Convention
Files can be found in the vector folder and follow the naming format `{hydrobasins level 2 id}_{part}.parquet`. Files correspond to parts of hydrobasin level 2 basins, split due to 2.5 GB size limits. Files are configured as geoparquet files.

The vector outputs have the following naming convention `{hydrobasins level 2 id}_{part}.parquet`. The level 2 HydroBasins can be obtained from [their website](https://www.hydrosheds.org/products/hydrobasins). As the naming convention suggests, each file corresponds to part of a hydrobasin level 2 basin. This data set is also available on [Harvard Dataverse](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/YY2XMG) for Academic purposes. Since many of the files were larger than 2.5 GB, they were split into parts to satisfy the Harvard Dataverse individual file size limit.

### Data Attributes

| Column | Data Type | Description |
|--------|-----------|-------------|
| stream_id | int | Unique ID for the stream segment |
| target_stream_id | int | Stream ID of the next adjacent downstream stream |
| source_stream_ids | list(int) | List of IDs for all adjacent streams flowing into this stream |
| stream_order | int | [Strahler stream order](https://en.wikipedia.org/wiki/Strahler_number) of this stream segment |
| from_tdx | bool | True if stream segment appears in [TDX-Hydro](https://earth-info.nga.mil/index.php?dir=geosci&action=geosciences) |
| tdx_stream_id | int | Corresponding streamID in [TDX-Hydro](https://earth-info.nga.mil/index.php?dir=geosci&action=geosciences) drainage basins dataset |
| intersects_lake | bool | True if geometry intersects a lake in [HydroLakes v1.0 Dataset](https://gee-community-catalog.org/projects/hydrolakes/) |
| length_m | float | Length of geometry computed using [pyproj.Geod.geometry_length](https://pyproj4.github.io/pyproj/stable/api/geod.html#pyproj.Geod.geometry_length) |
| geometry | LineString | Geometry of the segment |

### Known Issues
Vectorization of any large body of water (lakes, swamps, wide rivers, etc) can result in multiple geometries that should all be a single geometry. One method for identifying such artifacts are to search for streams of order 1 whose target streams are high in order. Since these artifacts often occur in lakes, we have included the column "intersects_lake" in the output, which indicates if the geometry intersects a lake in HydroLakes. Additionally, we have largely addressed this issue with post-processing -- both the vectors and codebase have been updated to reflect these improvements in the latest version of the dataset.

## WaterNet Models and Code
Code for model creation, training, and vectorization are linked in the GitHub Repositories below. Global inference code has not been included as the large amount of data required makes such an effort difficult to generalize across compute hardware.

- [WaterNet](https://github.com/Better-Planet-Laboratory/WaterNet_vectorize)
- [WaterNet Training and Evaluation](https://github.com/Better-Planet-Laboratory/WaterNet_training_and_evaluation)
- [WaterNet Vectorization](https://github.com/Better-Planet-Laboratory/WaterNet_vectorize)

The research behind the models is detailed in the following papers:
- [Mapping waterways worldwide with deep learning - https://doi.org/10.48550/arXiv.2412.00050](https://doi.org/10.48550/arXiv.2412.00050)
- [Deep learning waterways for rural infrastructure development - https://doi.org/10.48550/arXiv.2411.13590](https://doi.org/10.48550/arXiv.2411.13590)

Previous versions of the data are also available in Harvard dataverse with a permanent DOI at https://doi.org/10.7910/DVN/YY2XMG

## Acknowledgments
This research was funded by [Bridges to Prosperity](https://bridgestoprosperity.org/) and carried out by [Better Planet Laboratory](https://betterplanetlab.com/).

## Data Sources
- https://doi.org/10.5270/S2_-6eb6imz
- https://doi.org/10.5270/ESA-c5d3d65
- https://doi.org/10.22541/essoar.171629686.65893579/v1
- https://doi.org/10.1029/2008eo100001

## License:
This data is licensed under the [Creative Commons Attribution 4.0 International License](https://creativecommons.org/licenses/by/4.0/). Please cite the original WaterNet paper and Bridges to Prosperity if you use this data.


AlphaEarth Foundations Satellite Embedding Dataset - ZARR

AlphaEarth Foundations Satellite Embedding Dataset converted to ZARR for easier use. Currently on 2025 is available during the beta testing phase.


CHLA-Z: Global Chlorophyll-a Vertical Distribution (0–200 m)

CHLA-Z is a global gridded dataset providing estimates of chlorophyll-a concentration as a function of depth (0–200 m) on a regular latitude/longitude grid, along with derived vertical-structure metrics. The product is generated using a boosted regression tree (BRT) model trained on PACE OCI Level-3 mapped remote-sensing reflectances (Rrs) and in-situ chlorophyll profile observations.