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@ARTICLE{Pariyar:903020,
      author       = {Pariyar, Shree R. and Nagel, Kerstin A. and Lentz, Jonas
                      and Galinski, Anna and Wilhelm, Jens and Putz, Alexander and
                      Adels, Sascha and Heinz, Kathrin and Frohberg, Claus and
                      Watt, Michelle},
      title        = {{V}ariation in {R}oot {S}ystem {A}rchitecture among the
                      {F}ounder {P}arents of {T}wo 8-way {MAGIC} {W}heat
                      {P}opulations for {S}election in {B}reeding},
      journal      = {Agronomy},
      volume       = {11},
      number       = {12},
      issn         = {2073-4395},
      address      = {Basel},
      publisher    = {MDPI},
      reportid     = {FZJ-2021-04749},
      pages        = {2452 -},
      year         = {2021},
      abstract     = {Root system architecture (RSA) is a target for breeding
                      crops with effective nutrient and water use. Breeding can
                      use populations designed to map quantitative trait loci
                      (QTL). Here we non-invasively phenotype roots and leaves of
                      the 16 foundation parents of two multi-parent advanced
                      generation inter-cross (MAGIC) populations, covering
                      diversity in spring (CSIRO MAGIC) and winter (NIAB MAGIC)
                      wheats. RSA components varied after 16 days in the upgraded,
                      paper-based imaging platform, GrowScreen-PaGe: lateral root
                      length 2.2 fold; total root length, 1.9 fold; and seminal
                      root angle 1.2 fold. RSA components total and lateral root
                      length had the highest root heritabilities (H2) (H2 = 0.4
                      for CSIRO and NIAB parents) and good repeatability (r = 0.7)
                      in the GrowScreen-PaGe. These can be combined with leaf
                      length (H2 = 0.8 CSIRO; 0.7 NIAB) and number (H2 = 0.6
                      CSIRO; 0.7 NIAB) to identify root and shoot QTL to breed for
                      wheats with vigorous RSA and shoot growth at establishment,
                      a critical phase for crop productivity. Time resolved
                      phenotyping of MAGIC wheats also revealed parents to cross
                      in future for growth rate traits (fastest: Robigus–NIAB
                      and AC Barrie–CSIRO; slowest Rialto–NIAB and G204
                      Xiaoyan54–CSIRO) and root: shoot allocation traits (fast
                      growers grew roots, notably laterals, quicker than leaves,
                      compared to slow growers).},
      cin          = {IBG-2},
      ddc          = {640},
      cid          = {I:(DE-Juel1)IBG-2-20101118},
      pnm          = {2171 - Biological and environmental resources for
                      sustainable use (POF4-217) /
                      Pflanzenzüchtungsforschung-Verbundvorhaben: 'Verbesserung
                      quantitativer Merkmale durch Erschließung genomischer und
                      funktionaler Diversität aus Mais Landrassen (MAZE) -
                      Teilprojekt G' (031B0195G)},
      pid          = {G:(DE-HGF)POF4-2171 / G:(BMBF)031B0195G},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:000743293700001},
      doi          = {10.3390/agronomy11122452},
      url          = {https://juser.fz-juelich.de/record/903020},
}