title: Digital imaging approaches for phenotyping whole plant nitrogen and phosphorus response in Brachypodium distachyon.
abstract: This work evaluates the phenotypic response of the model grass (Brachypodium distachyon (L.) P. Beauv.) to nitrogen and phosphorus nutrition using a combination of imaging techniques and destructive harvest of shoots and roots. Reference line Bd21-3 was grown in pots using 11 phosphorus and 11 nitrogen concentrations to establish a dose-response curve. Shoot biovolume and biomass, root length and biomass, and tissue phosphorus and nitrogen concentrations increased with nutrient concentration. Shoot biovolume, estimated by imaging, was highly correlated with dry weight (R(2) > 0.92) and both biovolume and growth rate responded strongly to nutrient availability. Higher nutrient supply increased nodal root length more than other root types. Photochemical efficiency was strongly reduced by low phosphorus concentrations as early as 1 week after germination, suggesting that this measurement may be suitable for high throughput screening of phosphorus response. In contrast, nitrogen concentration had little effect on photochemical efficiency. Changes in biovolume over time were used to compare growth rates of four accessions in response to nitrogen and phosphorus supply. We demonstrate that a time series image-based approach coupled with mathematical modeling provides higher resolution of genotypic response to nutrient supply than traditional destructive techniques and shows promise for high throughput screening and determination of genomic regions associated with superior nutrient use efficiency.
authors.affiliation: CSIRO Plant Industry, Canberra, ACT 2601, Australia; High Resolution Plant Phenomics Centre, CSIRO Plant Industry, Canberra, ACT 2601, Australia.
authors.forename: Richard
authors.initials: R
authors.lastname: Poiré
authors.forename: Vincent
authors.initials: V
authors.lastname: Chochois
authors.forename: Xavier R R
authors.initials: XR
authors.lastname: Sirault
authors.forename: John P
authors.initials: JP
authors.lastname: Vogel
authors.forename: Michelle
authors.initials: M
authors.lastname: Watt
authors.forename: Robert T
authors.initials: RT
authors.lastname: Furbank
mesh_terms: D018533:Biomass; D058431:Brachypodium / Q000254:growth & development* / Q000378:metabolism; D007091:Image Processing, Computer-Assisted; D008954:Models, Biological; D009584:Nitrogen / Q000378:metabolism*; D010641:Phenotype; D010758:Phosphorus / Q000378:metabolism*; D010788:Photosynthesis; D018517:Plant Roots / Q000254:growth & development; D018520:Plant Shoots / Q000254:growth & development
chemical_list: D010758:Phosphorus; D009584:Nitrogen
keywords: Nutrients uptake; phenomics; photosynthesis; root; shoot