Table 9 Comparison between CNN-predicted wheat yield and CRS benchmark observations.
From: Predicting wheat yield using deep learning and multi-source environmental data
| Â | Area (in acres) | Per acre yield (maund per acre) | Total yield (tons) | |||
|---|---|---|---|---|---|---|
Year | CNN | CRS | CNN | CRS | CNN | CRS |
2017 | 511.6 | 469 | 39.05 | 35.2 | 799.12 | 616 |
2018 | 535.5 | 471 | 41.25 | 34.8 | 883.58 | 612 |
2019 | 492.3 | 461 | 36.35 | 33.8 | 715.80 | 582 |
2020 | 492.3 | 410 | 37.25 | 36.9 | 733.53 | 564 |
2021 | 502 | 412 | 38.89 | 34.5 | 780.91 | 569 |
2022 | 408.4 | 437 | 37.01 | 36.7 | 604.60 | 642 |
