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Article

The detection of QTLs in barley associated with endosperm hardness, grain density, grain size and malting quality using rapid phenotyping tools.

TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 1 Oct 2013

Walker Cassandra K, Ford Rebecca, Muñoz-Amatriaín María, Panozzo Joe F

Abstract excerpt

Using a barley mapping population, 'Vlamingh' × 'Buloke' (V × B), whole grain analyses were undertaken for physical seed traits and malting quality. Grain density and size were predicted by digital image analysis (DIA), while malt extract and protein content were predicted using near infrared (NIR) analysis. Validation of DIA and NIR algorithms confirmed that data for QTL analysis was highly correlated (R...

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PMID: 23884598
DOI: 10.1007/s00122-013-2153-2

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026. Manifest publication-graph-cohort-2026-09-06.1.

Source receipt: pubmed, retrieved 6 Sept 2026.

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