Centroid point locations of crop types in central California from 2005 - 2020
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.
Resources
| Name |
Format |
Description |
Link |
|
55 |
The metadata original format |
https://data.usgs.gov/datacatalog/metadata/USGS.66562a7cd34ef3137d35ea50.xml |
Tags
- central-valley
- crop-type
- naip
- agriculture
- image-classification
- landsat
- california
- usgs-66562a7cd34ef3137d35ea50
- farming