ANN-classified crop type map for the year 2022 in California's Central Valley
August 25, 2025
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.
Citation Information
| Publication Year | 2025 |
|---|---|
| Title | ANN-classified crop type map for the year 2022 in California's Central Valley |
| DOI | 10.5066/P19QFRTX |
| Authors | Richard L McCormick, Itiya P Aneece, Prasad S Thenkabail, Adam J Oliphant, Pardhasaradhi G Teluguntla, Daniel J Foley |
| Product Type | Data Release |
| Record Source | USGS Asset Identifier Service (AIS) |
| USGS Organization | Western Geographic Science Center - Main Office |
| Rights | This work is marked with CC0 1.0 Universal |