| S/No. | TYPE OF DATA | SOURCE | DURATION |
| 1 | NOAA AVHRR(NDVI) | USGS | 1987-2000 |
| 3 | MODIS 13A2 (NDVI) | USGS | 2001-2016 |
| 4 | Topographic map of Kenya | Survey of Kenya |
|
| 5 | Temperature | Climate Research Unit (CRU) | 1987-2016 |
| 6 | Rainfall | CHIRPS precipitation data | 1987-2016 |
| 7
| Crop yield data (Maize production data) | Ministry of Agriculture, Livestock and Fisheries | 1987-2016 |