ANN-classified crop type map for the year 2022 in California's Central Valley
Classified map of crop types in California's Central Valley generated using artificial neural network multilayer perceptron models and Harmonized Landsat-8 Sentinel-2 Landsat 30m (HLSL30) data. The model was trained on data from the year 2021 and validated on the independent year 2022.
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "010:12" ] |
| contactPoint |
{ "fn": "Prasad S. Thenkabail", "@type": "vcard:Contact", "hasEmail": "mailto:pthenkabail@usgs.gov" } |
| description | Classified map of crop types in California's Central Valley generated using artificial neural network multilayer perceptron models and Harmonized Landsat-8 Sentinel-2 Landsat 30m (HLSL30) data. The model was trained on data from the year 2021 and validated on the independent year 2022. |
| distribution |
[ { "@type": "dcat:Distribution", "title": "Digital Data", "format": "XML", "accessURL": "https://doi.org/10.5066/P19QFRTX", "mediaType": "application/http", "description": "Landing page for access to the data" }, { "@type": "dcat:Distribution", "title": "Original Metadata", "format": "XML", "mediaType": "text/xml", "description": "The metadata original format", "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.668db42dd34e8f12c1064903.xml" } ] |
| identifier | http://datainventory.doi.gov/id/dataset/USGS_668db42dd34e8f12c1064903 |
| keyword |
[ "California", "USGS:668db42dd34e8f12c1064903", "United States of America", "agriculture", "biota", "crop type", "land use change", "neural network", "remote sensing" ] |
| modified | 2025-02-11T00:00:00Z |
| publisher |
{ "name": "U.S. Geological Survey", "@type": "org:Organization" } |
| spatial | -120.6681, 36.9119, -120.3528, 37.0900 |
| theme |
[ "geospatial" ] |
| title | ANN-classified crop type map for the year 2022 in California's Central Valley |
