Table 2.
Examples of genomic prediction using genotype by environment (G × E) interaction models in wheat and maize.
| Species | Size of Population | Number of Environments | Number of Genotyped Markers | Traits | References |
|---|---|---|---|---|---|
| Wheat | 599 | 4 | 1279 | Grain yield | [146,147,148,149] |
| Wheat | 693 | 4 | 15,744 | Grain yield | [149,150,151] |
| Wheat | 670 | 4 | 15,744 | Grain yield | [149,150,151] |
| Wheat | 807 | 5 | 14,217 | Grain yield | [149,150,151] |
| Wheat | 557 | 5 | 12,083 | Grain yield | [152] |
| Wheat | 338 | 4 | 7594 | Grain yield, days to heading grain volume weight, 1000-kernel weight | [153,154] |
| Wheat | 287 | 18 | ~15,000 | Grain yield, grain number, thousand-grain weight, thermal time for flowering | [155] |
| Wheat | 297 | 3 | 1635 | Fusarium head blight | [156,157] |
| Wheat | 250 | 5 | 12,083 | Plant height, days to heading | [151,158] |
| Wheat | 767 | 4 | 2038 | Grain yield, plant height, days to heading, days to maturity | [159,160] |
| Wheat | 775 | 5 | 2038 | Grain yield, plant height, days to heading, days to maturity | [159,160] |
| Wheat | 964 | 4 | 2038 | Grain yield, plant height, days to heading, days to maturity | [159,160] |
| Wheat | 980 | 4 | 2038 | Grain yield, plant height, days to heading, days to maturity | [159,160] |
| Wheat | 329 | 4 | 7748 | 14 traits (including grain yield, plant height) | [161] |
| Wheat | 8416 a | 3 | 39,758 | Days to heading, days to maturity | [162] |
| Wheat | 2374 a | 3 | 39,758 | Days to heading, days to maturity | [151,158,162] |
| Maize | 504 | 3 | 158,281 | Grain yield | [116,148,149] |
| Maize | 309 | 3 | 158,281 | Grain yield, plant height, anthesis-silking interval | [116,151,158,163,164] |
| Maize | 278 | 3 | 46,347 | Gray leaf spot | [165,166] |
a landrace accessions.