Centroid point locations of crop types in central California from 2005 - 2020
This dataset is a collection of 1,253 sample points and associated crop types of fields for each examined year across the study period (2005 - 2020) in central California. These data represent labeled data that were used to train and test random forest classification models. Each sample point is the centroid of a field obtained from the California Department of Water Resources' 2018 crop type map. Crop types identified at each sample point was identified using high-resolution imagery and Landsat derived normalized difference vegetation index. Nine crop types were identified: rice, pasture, grain, field, citrus and mediterranean, deciduous fruit and nut, vineyard, fallow and young perennial, and truck, nursery, and berry. If a sample point location's crop type could not be identified then it was left blank.
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"010:12"
]
|
| contactPoint |
{
"fn": "Britt Smith",
"@type": "vcard:Contact",
"hasEmail": "mailto:bwsmith@usgs.gov"
}
|
| description | This dataset is a collection of 1,253 sample points and associated crop types of fields for each examined year across the study period (2005 - 2020) in central California. These data represent labeled data that were used to train and test random forest classification models. Each sample point is the centroid of a field obtained from the California Department of Water Resources' 2018 crop type map. Crop types identified at each sample point was identified using high-resolution imagery and Landsat derived normalized difference vegetation index. Nine crop types were identified: rice, pasture, grain, field, citrus and mediterranean, deciduous fruit and nut, vineyard, fallow and young perennial, and truck, nursery, and berry. If a sample point location's crop type could not be identified then it was left blank. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Original Metadata",
"format": "XML",
"mediaType": "text/xml",
"description": "The metadata original format",
"downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.66562a7cd34ef3137d35ea50.xml"
}
]
|
| identifier | http://datainventory.doi.gov/id/dataset/USGS_66562a7cd34ef3137d35ea50 |
| keyword |
[
"California",
"Central Valley",
"Landsat",
"NAIP",
"USGS:66562a7cd34ef3137d35ea50",
"agriculture",
"crop type",
"farming",
"image classification"
]
|
| modified | 2024-06-06T00:00:00Z |
| publisher |
{
"name": "U.S. Geological Survey",
"@type": "org:Organization"
}
|
| spatial | -124.3900, 32.5300, -114.1200, 42.0000 |
| theme |
[
"geospatial"
]
|
| title | Centroid point locations of crop types in central California from 2005 - 2020 |
