Cropland and grassland map of Switzerland based on Sentinel-2 data

Description

We developed a map of cropland and grassland allocation for Switzerland based on several indices dominantly derived from Sentinel-2 satellite imagery captured over multiple growing seasons. The classification model was trained based on parcel-based data derived from landholder reporting. The mapping was conducted on Google Earth Engine platform using random forest classifier. Areas of high vegetation, shrubland, sealed surface and non-vegetated areas were masked out from the country-wide map. The resulting map has high accuracy in lowlands as well as mountainous areas.

Resources

Name Format Description Link
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/0bb5fc4c-8331-4851-81fb-6c8b5f331207
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/1433230e-25d2-40e4-b512-f9216f158c62
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/014565ae-748b-4f64-bf14-53443386cf56
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/b358e0ad-50c8-45a8-b4fd-98ccf6d59532
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/4643ef04-e299-4ed2-b03d-f16624ce2f29
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/05a74913-fbe7-477a-9d8a-d1e4f97c30c2
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/5b8620ec-a059-4f05-a131-c559049e5a44
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/0bb5fc4c-8331-4851-81fb-6c8b5f331207
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/44ff8fb6-ac93-4278-a645-9a1e81d1ce2f
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/63a7c7f1-af24-49eb-a082-2f9244034b19
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/b583e418-92c3-4e34-9f1b-de7f8823234c
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/1433230e-25d2-40e4-b512-f9216f158c62
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/014565ae-748b-4f64-bf14-53443386cf56
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/05a74913-fbe7-477a-9d8a-d1e4f97c30c2
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/63a7c7f1-af24-49eb-a082-2f9244034b19
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/b358e0ad-50c8-45a8-b4fd-98ccf6d59532
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/4643ef04-e299-4ed2-b03d-f16624ce2f29
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/44ff8fb6-ac93-4278-a645-9a1e81d1ce2f
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/5b8620ec-a059-4f05-a131-c559049e5a44
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/0bb5fc4c-8331-4851-81fb-6c8b5f331207
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/b583e418-92c3-4e34-9f1b-de7f8823234c
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/1433230e-25d2-40e4-b512-f9216f158c62
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/b583e418-92c3-4e34-9f1b-de7f8823234c
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/5b8620ec-a059-4f05-a131-c559049e5a44
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/b358e0ad-50c8-45a8-b4fd-98ccf6d59532
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/014565ae-748b-4f64-bf14-53443386cf56
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/44ff8fb6-ac93-4278-a645-9a1e81d1ce2f
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/63a7c7f1-af24-49eb-a082-2f9244034b19
0 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/05a74913-fbe7-477a-9d8a-d1e4f97c30c2
48 https://www.envidat.ch/dataset/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data/resource/4643ef04-e299-4ed2-b03d-f16624ce2f29

Tags

  • agriculture
  • remote-sensing
  • vegetation-indices
  • switzerland
  • phenology
  • grassland
  • habitat
  • sentinel-2
  • machine-learning
  • cropland

Topics

  • EDUC

Categories