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@MISC{Grygosch:1050249,
      author       = {Grygosch, Lars and Kleppert, Ireneusz},
      title        = {{S}ystematic {L}iterature {R}eview for {F}ield
                      {P}henotyping {D}ata},
      publisher    = {Jülich DATA},
      reportid     = {FZJ-2026-00061},
      year         = {2025},
      abstract     = {We conducted a Systematic Literature Review (SLR)
                      investigating the trajectory of field phenotyping research,
                      moving beyond a catalog of technological advances to
                      critically evaluate data availability and management
                      practices. Our analysis is guided by the following research
                      questions (RQs): - RQ1: What are the prevailing trends in
                      field phenotyping literature regarding experimental scales,
                      mea- sured traits, and deployed technologies? - RQ2: How
                      prevalent are data sharing practices within the domain, and
                      can these practices be correlated with specific experimental
                      settings or technologies? - RQ3: To what extent are efforts
                      towards FAIR-compliant datasets identifiable in the
                      literature since the principles’ formalization in 2016? By
                      combining bibliometric analysis with a focused assessment of
                      associated datasets and their management, we aim to provide
                      a comprehensive overview of both scientific progress and the
                      persisting data bottleneck. Our goal is to inform future
                      directions for research, infrastructure development, and
                      policy, ensuring that the data revolution in field
                      phenotyping finally fulfills its promise for enhancing
                      climate resilience and global food security.},
      cin          = {IBG-2},
      cid          = {I:(DE-Juel1)IBG-2-20101118},
      pnm          = {2173 - Agro-biogeosystems: controls, feedbacks and impact
                      (POF4-217) / DFG project G:(GEPRIS)491111487 -
                      Open-Access-Publikationskosten / 2025 - 2027 /
                      Forschungszentrum Jülich (OAPKFZJ) (491111487) / DFG
                      project G:(GEPRIS)501899475 - FAIRe Dateninfrastruktur für
                      die Agrosystemforschung (501899475)},
      pid          = {G:(DE-HGF)POF4-2173 / G:(GEPRIS)491111487 /
                      G:(GEPRIS)501899475},
      typ          = {PUB:(DE-HGF)32},
      doi          = {10.26165/JUELICH-DATA/OYQLN3},
      url          = {https://juser.fz-juelich.de/record/1050249},
}