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

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.

Data e Risorse

Cropland, grassland, and shrubland map of ...TIFF
!!! Please check out the newer version in this repository !!! (1) cropland;...
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(current version) Mask of unsealed surfaces of ...GeoTIFF
Assuming that sealed surfaces have little or no phenological response we...
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GEE (Google Earth Engine) script (JavaScript) ...SERVICE
!!! Please check out the newer version in the repository !!! The code used in...
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(current version) Mask of unsealed surfaces of ...GeoTIFF
Assuming that sealed surfaces have little or no phenological response we...
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(current version) Cropland and grassland map ...GeoTIFF
(1) cropland; (2) grassland; other LC classes are masked out from the map
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(current version) Cropland, grassland, and ...GeoTIFF
(1) cropland; (2) grassland; (3) shrubland; other LC classes are masked out...
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GEE (Google Earth Engine) script (JavaScript) ...SERVICE
The code used in Google Earth Engine to derive the cropland, grassland and...
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Mask of unsealed surfaces of Switzerland based ...TIFF
!!! Please check out the newer version in this repository !!! Assuming that...
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Mask of unsealed surfaces of Switzerland based ...TIFF
!!! Please check out the newer version in the repository !!! Mask of...
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Cropland and grassland map of Switzerland (v.1.0)TIFF
!!! Please check out the newer version in this repository !!! (1) cropland;...
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Informazioni aggiuntive

Identificatore

00ff9ac3-c96b-4cb5-a300-b205ad9698cc@envidat

Titolo per l’URL del dataset

cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data

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Data di pubblicazione

Gennaio 23, 2021

Data ultima modifica

Marzo 29, 2021

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Dataset Information

EnviDat

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Lingue

Inglese

Url

https://www.envidat.ch/#/metadata/cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data

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