Non-destructive real-time monitoring of underground root development with distributed fiber optic sensing

被引:0
|
作者
Tei, Mika [1 ,2 ]
Soma, Fumiyuki [1 ]
Barbieri, Ettore [2 ,3 ]
Uga, Yusaku [1 ]
Kawahito, Yosuke [2 ]
机构
[1] Natl Agr & Food Res Org, Inst Crop Sci, 2-1-2 Kannondai, Tsukuba, Ibaraki 3058518, Japan
[2] Res Inst Value Added Informat Generat, Japan Agcy Marine Earth Sci & Technol, 3173-25 Showa Machi,Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
[3] Adv Inst Marine Ecosyst Change, Japan Agcy Marine Earth Sci & Technol, 2-15 Natsushima, Yokosuka, Kanagawa 2370061, Japan
关键词
Fiber optic sensing; Root system architecture; Underground monitoring; Digital twins;
D O I
10.1186/s13007-024-01160-z
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Crop genetic engineering for better root systems can offer practical solutions for food security and carbon sequestration; however, soil layers prevent the direct visualization of plant roots, thus posing a challenge to effective phenotyping. Here, we demonstrate an original device with a distributed fiber-optic sensor for fully automated, real-time monitoring of underground root development. We show that spatially encoding an optical fiber with a flexible and durable polymer film in a spiral pattern can significantly enhance sensor detection. After signal processing, the resulting device can detect the penetration of a submillimeter-diameter object in the soil, indicating more than a magnitude higher spatiotemporal resolution than previously reported with underground monitoring techniques. Additionally, we also developed computational models to visualize the roots of tuber crops and monocotyledons and then applied them to radish and rice to compare the results with those of X-ray computed tomography. The device's groundbreaking sensitivity and spatiotemporal resolution enable seamless and laborless phenotyping of root systems that are otherwise invisible underground.
引用
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页数:10
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