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@INPROCEEDINGS{MllerLinow:820003,
      author       = {Müller-Linow, Mark},
      othercontributors = {Junker, Laura and Wiese-Klinkenberg, Anika and Rascher, Uwe
                          and Fiorani, Fabio},
      title        = {{P}henotyping methods for horticultural crops:
                      opportunities and challenges},
      reportid     = {FZJ-2016-05570},
      year         = {2016},
      abstract     = {Imaging methods are becoming increasingly important in
                      plant phenotyping, namely for the quantification of traits,
                      which characterize plant architecture and the structure of
                      plant organs. In recent years a series of methodological
                      approaches were introduced to plant sciences most of them
                      used in industrial processes with a high application
                      potential in quantitative plant phenotyping as well as for
                      breeding and plant growing tasks. To date, the applicability
                      is still limited to a few agricultural crops, but the
                      diversity of important structural traits in horticultural
                      breeding gives new opportunities to fully exploit the
                      potential of these methods.At the Institute of Plant
                      Sciences (IBG-2 FZ Juelich, Germany), we focus on the
                      implementation of new sensor technologies as well as on the
                      development of low-cost platforms for quantitative
                      phenotyping of root and shoot properties. Camera-based
                      approaches play a key role and here we developed a
                      multi-camera approach for the use open field cultivations to
                      analyze leaf area and leaf angle distributions of small
                      sugar beet cultivations (Mueller-Linow et al. Plant Methods
                      2015). This method has been refined and technically improved
                      for greenhouse tomato cultivations and resulted in new
                      prototype and software developments with the capability to
                      estimate various shoot and fruit traits related to color and
                      shape. Root properties of horticultural plants were
                      addressed in two projects, one which uses MRI technologies
                      to resolve and quantify the root structure of petunia after
                      drought and one which analyzes root images of different
                      grapevine cultivars grown in the GROWSCREEN-Rhizo
                      phenotyping research facility at IBG-2.},
      month         = {Oct},
      date          = {2016-10-17},
      organization  = {III International Symposium on
                       Horticulture in Europe, Chania
                       (Greece), 17 Oct 2016 - 21 Oct 2016},
      subtyp        = {Plenary/Keynote},
      cin          = {IBG-2},
      cid          = {I:(DE-Juel1)IBG-2-20101118},
      pnm          = {582 - Plant Science (POF3-582) / DPPN - Deutsches Pflanzen
                      Phänotypisierungsnetzwerk (BMBF-031A053A)},
      pid          = {G:(DE-HGF)POF3-582 / G:(DE-Juel1)BMBF-031A053A},
      typ          = {PUB:(DE-HGF)6},
      url          = {https://juser.fz-juelich.de/record/820003},
}