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Field high-throughput phenotyping: the new crop breeding frontier.

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Field high-throughput phenotyping platforms (HTPPs) are crucial for crop genetic improvement but face limitations. Advances in technology are enabling more effective HTPPs for enhanced crop breeding.

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Area of Science:

  • Agricultural Science
  • Plant Genetics
  • Biotechnology

Background:

  • Genetic dissection of quantitative traits like yield and stress tolerance is limited by current field phenotyping capabilities.
  • Effective field-based high-throughput phenotyping platforms (HTPPs) are essential for advancing crop breeding but remain a bottleneck.

Purpose of the Study:

  • To review recent advancements in field HTPPs.
  • To highlight the integration of technologies for improved crop genetic improvement.

Main Methods:

  • Review of recent progress in sensors, aeronautics, and high-performance computing for HTPPs.
  • Discussion of integrating non-invasive remote sensing with automated environmental data collection.
  • Consideration of laboratory analyses complementing field phenotyping.

Main Results:

  • Progress in sensors, aeronautics, and computing is enabling more effective field HTPPs.
  • Future HTPPs should integrate affordable cost, high data capacity, non-invasive sensing, and automated environmental data collection.
  • User-friendly data management and interpretation are key to increasing HTPP adoption.

Conclusions:

  • Advancements in technology are paving the way for effective field HTPPs.
  • Improved field HTPPs will accelerate crop genetic improvement for future food security.
  • Integration of field and lab phenotyping, coupled with better data handling, is crucial.