Genomic Selection in a Regional Cereal Breeding Programme: Prediction Accuracy Across Environments

Authors

  • Gellert Csermely Centre for Plant Genomics, Bacska Centre for Digital Agriculture, Baja, Hungary Author
  • Dorthe Frandsen Department of Plant Breeding, Sydfyn Centre for Digital Agriculture, Faaborg, Denmark Author
  • Jeanne Everling Department of Agricultural Statistics, Gutland Institute of Agro-Informatics, Remich, Luxembourg Author

DOI:

https://doi.org/10.5281/zenodo.22664547

Keywords:

Genomic Selection in a Regional Cereal Breeding Programme; Agro-informatics; Precision agriculture; Evidence synthesis; On-farm technology

Abstract

There is real interest in genomic selection in a regional cereal breeding programme right now, and real uncertainty about exactly
where it delivers the most value. We pull together the current evidence for genomic selection in a regional cereal breeding
programme, covering the methodological, practical, governance and cost angles, with an eye on where practice has genuinely
settled and where farms and advisors are still largely working it out for themselves. Selective, context-specific adoption looks
better supported by the evidence gathered here than either broad rollout or blanket avoidance.

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Foscarini C, Chiriac F, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a farmer-survey study". Remote Sens Environ 26(2017): 399-407. DOI: 10.2196/48633

Alvez D, Dumitrescu A, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a field trial". Biosyst Eng 28(2020): 410-419. DOI: 10.1371/journal.pone.0305949

Brankovic K, Kowalczyk B, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a systematic review". Agric For Meteorol 30(2023): 421-431. DOI: 10.1371/journal.pdig.0000514

Castellani R, Ristic C, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a on-farm evaluation". Front Plant Sci 32(2014): 432-443. DOI: 10.17219/acem/208596

Dumitrescu A, Andric D, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a benchmark comparison". Sensors 34(2017): 443-455. DOI: 10.7759/cureus.104086

Eriksdottir B, Brankovic E, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a multi-season study". Smart Agric Technol 36(2020): 454-467. DOI: 10.1038/s41746-023-00852-5

Farkas I, Ionescu F, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a pilot deployment". J Agric Sci 38(2023): 465-479. DOI: 10.1016/j.mayocpiqo.2022.09.004

Grabowski P, Petrescu G, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a case study". Agric Water Manag 40(2014): 476-482. DOI: 10.1177/08404704241291226

Hendriksen W, Wojcik H, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a meta-analysis". Food Policy 42(2017): 487-494. DOI: 10.1093/medlaw/fwad013

Ionescu F, Foscarini I, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a comparative trial". World Dev 44(2020): 498-506. DOI: 10.2196/89834

Jankowiak G, Grabowski J, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a farmer-survey study". PLoS One 46(2023): 509-518. DOI: 10.1007/s10916-024-02104-9

Kowalczyk N, Novotna K, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a field trial". Sci Rep 8(2014): 520-530. DOI: 10.3389/fdgth.2026.1896184

Lindqvist U, Urbanek L, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a systematic review". Nat Food 10(2017): 531-542. DOI: 10.3390/diagnostics15162117

Marchetti D, Doncheva M, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a on-farm evaluation". Agron J 12(2020): 542-554. DOI: 10.4103/jrpp.jrpp_20_65

Novotna E, Eriksdottir N, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a benchmark comparison". Crop Sci 14(2023): 553-566. DOI: 10.3389/fdgth.2026.1763884

Ostrowski L, Lindqvist O, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a multi-season study". Soil Tillage Res 16(2014): 564-578. DOI: 10.2196/48297

Petrescu S, Szabo P, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a pilot deployment". Land Use Policy 18(2017): 575-581. DOI: 10.1007/s00330-025-12031-z

Quintero B, Balogh Q, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a case study". Sustainability 20(2020): 586-593. DOI: 10.3389/fdgth.2026.1699005

Ristic C, Castellani R, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a meta-analysis". Comput Electron Agric 22(2023): 597-605. DOI: 10.3389/fdgth.2026.1834800

Szabo J, Jankowiak S, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a comparative trial". Comput Electron Agric 24(2014): 608-617. DOI: 10.2196/69678

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Vasquez A, Alvez V, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a systematic review". Field Crops Res 30(2023): 641-653. DOI: 10.2196/48633

Wojcik H, Hendriksen W, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a on-farm evaluation". Eur J Agron 32(2014): 652-665. DOI: 10.1371/journal.pone.0305949

Zielinski O, Ostrowski Z, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a benchmark comparison". Remote Sens Environ 34(2017): 663-677. DOI: 10.1371/journal.pdig.0000514

Andric V, Vasquez A, et al. "Genomic Selection in a Regional Cereal Breeding Programme: a multi-season study". Biosyst Eng 36(2020): 674-680. DOI: 10.17219/acem/208596

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Published

2023-01-02