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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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In Situ Plant Sensors: Toward Real-Time, High-Resolution Monitoring.

Tianyiyi He1, Jinge Wang2,3, Eunyoung Chae2,3,4

  • 1Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen 518172, China.

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|August 20, 2025
PubMed
Summary
This summary is machine-generated.

Flexible wearable devices and genetically encoded sensors (GESs) are revolutionizing plant science. These advanced technologies offer real-time monitoring of plant physiology and stress, paving the way for sustainable agriculture.

Keywords:
genetically encoded sensorsin situ monitoringplant sensorsplant wearablesprecision agriculture

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Area of Science:

  • Plant Biology
  • Sensor Technology
  • Agricultural Science

Background:

  • Traditional plant monitoring methods are limited.
  • Plant sensing technologies are rapidly advancing.
  • Innovations include flexible wearable devices and genetically encoded sensors (GESs).

Purpose of the Study:

  • To highlight the potential of wearable sensors and GESs for real-time, in situ plant monitoring.
  • To discuss the capabilities of these technologies in assessing plant physiology and stress responses.
  • To identify current challenges and future directions in plant sensing.

Main Methods:

  • Wearable sensors for continuous detection of growth, microclimate, water transport, surface potential, and immune responses.
  • Genetically encoded sensors (GESs) for high-resolution, intracellular visualization of signaling molecules (e.g., calcium, ROS, hormones) and pH.
  • Review of existing literature and technological advancements in plant sensing.

Main Results:

  • Wearable sensors provide unprecedented tissue-level insights.
  • GESs enable detailed intracellular visualization of key plant signaling pathways.
  • Significant advancements over traditional plant monitoring techniques.

Conclusions:

  • Challenges in adaptability, stability, resolution, parameter coverage, and integration need further research.
  • Interdisciplinary approaches are crucial for developing robust, scalable, and multimodal sensing systems.
  • Next-generation plant sensing tools promise to revolutionize phenotyping, precision agriculture, and fundamental plant biology for sustainable agriculture.