AI Article Synopsis

  • Low temperatures during cereal flowering can cause floret sterility, leading to reduced yields and economic losses in Australia, necessitating improved breeding methods for frost tolerance.
  • Genotype by environment interactions complicate selection efforts, but advanced multi-environment trials (MET) using factor analytic tools can help identify varieties with frost tolerance by evaluating performance across different environments and sowing dates.
  • This study analyzed data from 10,317 wheat and 5,563 barley experimental units over multiple locations from 2010-2019, revealing significant genotypic differences in frost damage, and highlighting varieties that perform consistently well in various conditions.

Article Abstract

Low temperatures during the flowering period of cereals can lead to floret sterility, yield reduction, and economic losses in Australian crops. In order to breed for improved frost susceptibility, selection methods are urgently required to identify novel sources of frost tolerant germplasm. However, the presence of genotype by environment interactions (i.e. variety responses to a change in environment) is a major constraint to select the most appropriate varieties in any given target environment. An advanced method of analysis for multi-environment trials that includes factor analytic selection tools to summarize overall performance and stability to a specific trait across the environments could deliver useful information to guide growers and plant breeding programs in providing the most appropriate decision making-strategy. In this study, the updated selection tools approached in this multi-environment trials (MET) analysis have allowed variety comparisons with similar frost susceptibility but which have a different response to changes in the environment or vice versa. This MET analysis included a wide range of sowing dates grown at multiple locations from 2010 to 2019, respectively. These results, as far as we are aware, show for the first-time genotypic differences to frost damage through a MET analysis by phenotyping a vast number of accurate empirical measurements that reached in excess of 557,000 spikes. This has resulted in a substantial number of experimental units (10,317 and 5,563 in wheat and barley, respectively) across a wide range of sowing times grown at multiple locations from 2010 to 2019. Varieties with low frost overall performance (OP) and low frost stability (root mean square deviation -RMSD) were less frost susceptible, with performance more consistent across all environments, while varieties with low OP and high RMSD were adapted to specific environmental conditions.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8417324PMC
http://dx.doi.org/10.3389/fpls.2021.722637DOI Listing

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