You want the Cropland Data Layer from USDA/NASS. 30m resolution, updated yearly:
- https://nassgeodata.gmu.edu/CropScape/
- https://www.nass.usda.gov/Research_and_Science/Cropland/Rele...
- https://developers.google.com/earth-engine/datasets/catalog/...