We review approaches to maize breeding for improved drought tolerance during flowering and grain filling in the central and western US corn belt and place our findings in the context of results from public breeding. Here we show that after two decades of dedicated breeding efforts, the rate of crop improvement under drought increased from 6.2 g m(-2) year(-1) to 7.5 g m(-2) year(-1), closing the genetic gain gap with respect to the 8.6 g m(-2) year(-1) observed under water-sufficient conditions. The improvement relative to the long-term genetic gain was possible by harnessing favourable alleles for physiological traits available in the reference population of genotypes. Experimentation in managed stress environments that maximized the genetic correlation with target environments was key for breeders to identify and select for these alleles. We also show that the embedding of physiological understanding within genomic selection methods via crop growth models can hasten genetic gain under drought. We estimate a prediction accuracy differential (Delta r) above current prediction approaches of similar to 30% (Delta r=0.11, r=0.38), which increases with increasing complexity of the trait environment system as estimated by Shannon information theory. We propose this framework to inform breeding strategies for drought stress across geographies and crops.
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Univ Tasmania, Tasmania Inst Agr, Hobart, Tas, Australia
Sher E Bangla Agr Univ, Dept Agron, Fac Agr, Dhaka, BangladeshUniv Tasmania, Tasmania Inst Agr, Hobart, Tas, Australia
Hasanuzzaman, Md.
Shabala, Lana
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Univ Tasmania, Tasmania Inst Agr, Hobart, Tas, AustraliaUniv Tasmania, Tasmania Inst Agr, Hobart, Tas, Australia
Shabala, Lana
Brodribb, Timothy J.
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Univ Tasmania, Sch Biol Sci, Hobart, Tas, AustraliaUniv Tasmania, Tasmania Inst Agr, Hobart, Tas, Australia
Brodribb, Timothy J.
Zhou, Meixue
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Univ Tasmania, Tasmania Inst Agr, Hobart, Tas, AustraliaUniv Tasmania, Tasmania Inst Agr, Hobart, Tas, Australia