A simplified fork of Jiaxuan You's Crop Yield Prediction 🛰️🌾 and Gabriel Tseng's PyCrop Yield Prediction implemented for Google Colab with 🐍🔥 PyTorch and 🌕 Jupyter.
| dataset | description | num bands | spatial resolution | temporal resolution |
|---|---|---|---|---|
| MOD09A1 | surface reflectance | 7 | 0500 m | 8 day |
| MYD11A2 | surface temperature | 2 | 1000 m | 8 day |
| MCD12Q1 | cropland mask | 1 | 0500 m | 1 year |
Most of the required files, dataset, and models are available here and on Google Drive.