Reviving grain quality in wheat through non‐destructive phenotyping techniques like hyperspectral imaging
Возрождение качества зерна пшеницы с помощью неразрушающих методов фенотипирования, таких как гиперспектральная визуализация
2023-09-01
SCID: 54.1/5wdy2zrn
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grain quality traitshyperspectral imagingnon-destructive phenotypingwheat breedingwheat grain quality
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Abstract (AI)
A long-term goal of breeders and researchers is to develop crop varieties that can resist environmental stressors and produce high yields. However, prioritising yield often compromises improvement of other key traits, including grain quality, which is tedious and time-consuming to measure because of the frequent involvement of destructive phenotyping methods. Recently, non-destructive methods such as hyperspectral imaging (HSI) have gained attention in the food industry for studying wheat grain quality. HSI can quantify variations in individual grains, helping to differentiate high-quality grains from those of low quality. In this review, we discuss the reduction of wheat genetic diversity underlying grain quality traits due to modern breeding, key traits for grain quality, traditional methods for studying grain quality and the application of HSI to study grain quality traits in wheat and its scope in breeding. Our critical review of literature on wheat domestication, grain quality traits and innovative technology introduces approaches that could help improve grain quality in wheat.
Key Findings
1
Combining awareness of genetic diversity loss with innovative non-destructive phenotyping approaches may support the improvement of wheat grain quality.
2
Grain-quality assessment is often tedious and destructive, creating a barrier to efficient phenotyping in wheat breeding.
3
Hyperspectral imaging enables non-destructive quantification of variation among individual wheat grains and can distinguish high-quality from low-quality grains.
4
Hyperspectral imaging has potential for evaluating key wheat grain-quality traits and integrating grain-quality phenotyping into breeding programs.
5
Modern wheat breeding has reduced genetic diversity underlying important grain-quality traits, partly because selection has prioritized yield.
Research Object
wheat grains and their genetic diversity in the context of grain quality
Research Subject
grain quality traits and their non-destructive phenotyping, particularly characterization by hyperspectral imaging, for breeding applications
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2023-09-01
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