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Like all living organisms, plants require organic and inorganic nutrients to survive, reproduce, grow and maintain homeostasis. To identify nutrients that are essential for plant functioning, researchers have leveraged a technique called hydroponics. In hydroponic culture systems, plants are grown—without soil—in water-based solutions containing nutrients. At least 17 nutrients have been identified as essential elements required by plants. Plants acquire these elements from the...
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Plant cells maintain appropriate osmotic balance in extreme conditions. For instance, plants in dry environments store water in vacuoles, limit the opening of their stoma, and have thick, waxy cuticles to prevent unnecessary water loss. Some species of plants that live in salty environments store salt in their roots. As a result, water osmosis occurs in the root from the surrounding soil.
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The circadian—or biological—clock is an intrinsic, timekeeping, molecular mechanism that allows plants to coordinate physiological activities over 24-hour cycles called circadian rhythms. Photoperiodism is a collective term for the biological responses of plants to variations in the relative lengths of dark and light periods. The period of light-exposure is called the photoperiod.
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Updated: Feb 25, 2026

A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
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Plant Phenomics, From Sensors to Knowledge.

François Tardieu1, Llorenç Cabrera-Bosquet1, Tony Pridmore2

  • 1INRA, Laboratoire d'Ecophysiologie des Plantes sous Stress Environnementaux, F34060, Montpellier, France.

Current Biology : CB
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Advancements in plant phenomics, the study of plant traits, are crucial for developing climate-resilient crops. New imaging and sensor technologies enable high-throughput phenomic studies, accelerating crop breeding for global food security.

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Area of Science:

  • Plant Science
  • Genomics
  • Agricultural Science

Background:

  • Global population growth and climate change necessitate significant improvements in crop yield.
  • Genomics has advanced plant breeding, but profiling the crop phenome (plant structure and function) remains a bottleneck.
  • Plant phenomics faces unique challenges due to plants' morphological plasticity compared to animal studies.

Purpose of the Study:

  • To review conceptual and technical challenges in plant phenomics.
  • To present strategies for multi-scale phenomic studies.
  • To highlight how technological advancements are enabling high-throughput phenomic analysis.

Main Methods:

  • Review of conceptual and technical challenges in plant phenomics.
  • Discussion of multi-scale phenomics strategies.
  • Description of advancements in imaging, sensor technologies, and data analysis.

Main Results:

  • High-throughput phenomic studies of roots, shoots, whole plants, and canopies are now feasible.
  • Phenomic pipelines are emerging to convert image and sensor data into actionable knowledge.
  • Novel data handling and modeling methods are required for the next stage of phenomic research.

Conclusions:

  • Innovations in plant phenomics accelerate the selection of sustainable and climate-resilient crops.
  • These advancements promise to impact plant physiology, breeding, and global food security.
  • The integration of advanced technologies is transforming plant science and agriculture.