Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding

Reviewing the essential roles of remote phenotyping, GWAS and explainable AI in practical marker-assisted selection for drought-tolerant winter wheat breeding

Marker-assisted selection (MAS) plays a crucial role in crop breeding improving the speed and precision of conventional breeding programmes by quickly and reliably identifying and selecting plants with desired traits. However, the efficacy of MAS depends on several prerequisites, with precise phenot...

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Bibliográfalaš dieđut
Váldodahkkit: Ignacio Chang-Brahim, Lukas J. Koppensteiner, Lorenzo Beltrame, Gernot Bodner, Anna Saranti, Jules Salzinger, Phillipp Fanta-Jende, Christoph Sulzbachner, Felix Bruckmüller, Friederike Trognitz, Mina Samad-Zamini, Elisabeth Zechner, Andreas Holzinger, Eva M. Molin
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: Frontiers Media S.A. 2024-04-01
Ráidu:Frontiers in Plant Science
Fáttát:
drought tolerance
GWAS
MAS
plant breeding
winter wheat
XAI
Liŋkkat:https://www.frontiersin.org/articles/10.3389/fpls.2024.1319938/full

Interneahtta

https://www.frontiersin.org/articles/10.3389/fpls.2024.1319938/full

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