![JRC/D5/EUCROPMAP/V1](https://developers.google.com/earth-engine/datasets/images/JRC/JRC_D5_EUCROPMAP_V1_sample.png) Dataset Availability : 2018-01-01T00:00:00Z--2022-01-01T00:00:00Z Dataset Producer : [Joint Research Center (JRC)](https://data.jrc.ec.europa.eu/dataset/15f86c84-eae1-4723-8e00-c1b35c8f56b9) Cadence : 1 Year Tags : [agriculture](https://developers.google.com/earth-engine/datasets/tags/agriculture) [crop](https://developers.google.com/earth-engine/datasets/tags/crop) [eu](https://developers.google.com/earth-engine/datasets/tags/eu) [jrc](https://developers.google.com/earth-engine/datasets/tags/jrc) [lucas](https://developers.google.com/earth-engine/datasets/tags/lucas) [sentinel1-derived](https://developers.google.com/earth-engine/datasets/tags/sentinel1-derived) #### Description European crop type maps based on Sentinel-1 and LUCAS Copernicus 2018 in-situ observations for 2018, and a combination of Sentinel-1, Sentinel-2, and auxiliary data with LUCAS Copernicus 2022 observations for 2022. Based on the unique [LUCAS 2018 Copernicus in-situ survey](https://developers.google.com/earth-engine/datasets/catalog/JRC_LUCAS_HARMO_THLOC_V1), this dataset represents the first EU-scale crop type map at 10m resolution, which was derived exclusively from S1A and S1B synthetic aperture radar observations. The 2022 dataset continues this effort using a multi-source approach that combines Sentinel-1 and Sentinel-2 imagery with temperature and elevation data, supported by LUCAS 2022 observations. ### Bands **Bands** Pixel size: 10 meters (all bands) | Name | Pixel Size | Description | |---|---|---| | `classification` | 10 meters | Main crop-specific land cover classification. | **classification Class Table** | Value | Color | Description | |---|---|---| | 100 | #ff130f | Artificial | | 211 | #a57000 | Common wheat | | 212 | #896054 | Durum wheat | | 213 | #e2007c | Barley | | 214 | #aa007c | Rye | | 215 | #a05989 | Oats | | 216 | #ffd300 | Maize | | 217 | #00a8e2 | Rice | | 218 | #d69ebc | Triticale | | 219 | #d69ebc | Other cereals | | 221 | #dda50a | Potatoes | | 222 | #a800e2 | Sugar beet | | 223 | #00af49 | Other root crops | | 230 | #00af49 | Other non-permanent industrial crops | | 231 | #ffff00 | Sunflower | | 232 | #d1ff00 | Rapeseed and turnip rapeseed | | 233 | #267000 | Soya | | 240 | #f2a377 | Dry pulses | | 250 | #e8bfff | Fodder crops (cereals and leguminous) | | 290 | #696969 | Bare arable land | | 300 | #93cc93 | Woodland and Shrubland (incl. permanent crops) | | 500 | #e8ffbf | Grasslands | | 600 | #a89e7f | Bare land/lichens moss | | 700 | #0793de | Water | | 800 | #7cafaf | Wetlands | ### Image Properties **Image Properties** | Name | Type | Description | |---|---|---| | classification_class_names | STRING_LIST | Array of cropland classification names. | | classification_class_palette | STRING_LIST | Array of hex code color strings used for the classification palette. | | classification_class_values | INT_LIST | Value of the cropland classification. | ### Terms of Use **Terms of Use** [CC-BY-4.0](https://spdx.org/licenses/CC-BY-4.0.html) ### Citations Citations: - d'Andrimont, R., Verhegghen, A., Lemoine, G., Kempeneers, P., Meroni, M., \& Van der Velde, M. (2021). From parcel to continental scale-A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations. Remote sensing of environment, 266, 112708. - d'Andrimont, R., Verhegghen, A., Lemoine, G., Kempeneers, P., Meroni, M., \& Van der Velde, M. (2021). From parcel to continental scale-A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations. Remote sensing of environment, 266, 112708. [doi:10.1016/j.rse.2021.112708](https://doi.org/10.1016/j.rse.2021.112708). - Ghassemi, B., Izquierdo-Verdiguier, E., Verhegghen, A., Yordanov, M., Lemoine, G., Moreno Martínez, Á., De Marchi, D., van der Velde, M., Vuolo, F. and d'Andrimont, R., 2024. European Union crop map 2022: Earth observation's 10-meter dive into Europe's crop tapestry. Scientific Data, 11(1), p.1048. [10.1038/s41597-024-03884-y](https://doi.org/10.1038/s41597-024-03884-y) ### DOIs - - ### Explore with Earth Engine > [!NOTE] > **Important:** Earth Engine is a platform for petabyte-scale scientific analysis and visualization of geospatial datasets, both for public benefit and for business and government users. Earth Engine is free to use for research, education, and nonprofit use. To get started, please [register for Earth Engine access.](https://console.cloud.google.com/earth-engine) ### Code Editor (JavaScript) ```javascript var image = ee.ImageCollection('JRC/D5/EUCROPMAP/V1').filterDate( '2018-01-01', '2019-01-01').first(); Map.addLayer(image, {}, 'EUCROPMAP 2018'); Map.setCenter(10, 48, 4); ``` [Open in Code Editor](https://code.earthengine.google.com/?scriptPath=Examples:Datasets/JRC/JRC_D5_EUCROPMAP_V1) [EUCROPMAP](https://developers.google.com/earth-engine/datasets/catalog/JRC_D5_EUCROPMAP_V1) European crop type maps based on Sentinel-1 and LUCAS Copernicus 2018 in-situ observations for 2018, and a combination of Sentinel-1, Sentinel-2, and auxiliary data with LUCAS Copernicus 2022 observations for 2022. Based on the unique LUCAS 2018 Copernicus in-situ survey, this dataset represents the first EU-scale crop type map at ... JRC/D5/EUCROPMAP/V1, agriculture,crop,eu,jrc,lucas,sentinel1-derived 2018-01-01T00:00:00Z/2022-01-01T00:00:00Z 34.313433 -16.171875 72.182526 36.386719 Google Earth Engine https://developers.google.com/earth-engine/datasets - [https://doi.org/10.1038/s41597-024-03884-y](https://doi.org/https://data.jrc.ec.europa.eu/dataset/15f86c84-eae1-4723-8e00-c1b35c8f56b9) - [https://doi.org/10.1038/s41597-024-03884-y](https://doi.org/https://developers.google.com/earth-engine/datasets/catalog/JRC_D5_EUCROPMAP_V1)