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Tuning into plant ultrasonics: Can acoustics enable smart agriculture?

delete2026-08-10
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OA
AI
M
Malleshaiah SharathKumar *
T
T.J. Bieling
B
B.B. de Klerk
S
S. Dutta
G
Gerard J. Verbiest *
DOI：10.1016/j.compag.2026.112274delete
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Abstract

Abstract

En 中文
• Ultrasound reveals early stress in plants before visible symptoms appear. • Portable sensors now enable real-time field detection of plant health. • Machine learning links acoustic emissions to drought and disease. • Active acoustics can monitor turgor and stem hydration non-invasively. • Ultrasound offers phenotyping markers for breeding stress-resilient crops.
Keywords:
Plant acoustics
Ultrasound
Sensors
Artificial intelligence
Data analysis

Journal

Computers and Electronics in Agriculture cover
Computers and Electronics in Agriculture
IF:
8.9
Papers:
9.9K
Citations:
4.8W

Organization

D
delft university of technology
Scholars:
2.4K
Papers: 1.1K
Citations: 0
W
wageningen university and research
Scholars:
1.0K
Papers: 408
Citations: 0
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