A Thermoacoustic Imaging System for Noninvasive and Nondestructive Root Phenotyping

被引:2
|
作者
Singhvi, Ajay [1 ]
Fitzpatrick, Aidan [1 ]
Scharwies, Johannes Daniel [2 ]
Dinneny, Jose R. [2 ]
Arbabian, Amin [1 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Biol, Stanford, CA 94305 USA
关键词
Below-ground sensing; capacitive micromachined ultrasonic transducer; CMUT; non-contact; phenotyping; ultrasound; thermoacoustics;
D O I
10.1109/TCSII.2022.3159448
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Information about the root system architecture of plants is of great value in modern crop science. However, there is a dearth of tools that can provide field-scale measurements of below-ground parameters in a non-destructive and non-invasive fashion. In this brief, we propose a multi-modal, non-contact thermoacoustic sensing system to address this measurement gap and discuss various system design aspects in the context of below-ground sensing. We also demonstrate the first thermoacoustic images of plant material (potatoes) in a soil medium, with the use of highly sensitive capacitive micromachined ultrasound transducers enabling non-contact detection and cm-scale image resolution. Finally, we show high correlation (adj. R-2 = 0.95) between the measured biomass content and the reconstructed thermoacoustic images of the potato tubers.
引用
收藏
页码:2493 / 2497
页数:5
相关论文
共 50 条
  • [21] Three-Dimensional Root Phenotyping with a Novel Imaging and Software Platform
    Clark, Randy T.
    MacCurdy, Robert B.
    Jung, Janelle K.
    Shaff, Jon E.
    McCouch, Susan R.
    Aneshansley, Daniel J.
    Kochian, Leon V.
    PLANT PHYSIOLOGY, 2011, 156 (02) : 455 - 465
  • [22] Silicon Effects on the Root System of Diverse Crop Species Using Root Phenotyping Technology
    Tripathi, Pooja
    Subedi, Sangita
    Khan, Abdul Latif
    Chung, Yong-Suk
    Kim, Yoonha
    PLANTS-BASEL, 2021, 10 (05):
  • [23] Tailoring of magnetic imaging system for nondestructive inspection
    Isawa, K.
    Takagi, S.
    Tosaka, S.
    JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS, 2007, 310 (02) : E980 - E982
  • [24] RGB and Spectral Root Imaging for Plant Phenotyping and Physiological Research: Experimental Setup and Imaging Protocols
    Bodner, Gernot
    Alsalem, Mouhannad
    Nakhforoosh, Alireza
    Arnold, Thomas
    Leitner, Daniel
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2017, (126):
  • [25] Rapid, Noninvasive, and Nondestructive Method for Biofilm Imaging on Metallic Surfaces Using Active Thermography
    Voss, Monica
    Alessio, Keiti Oliveira
    Vianna Santos, Roberto Christ
    de Souza, Marcia Ebling
    Clerici, Dariane Jornada
    Wagner, Roger
    Cichoski, Alexandre Jose
    Ben da Costa, Adilson
    Helfer, Gilson Augusto
    Machado, Guilherme Saldanha
    Victoria Barbosa, Jorge Luis
    Muller, Edson Irineu
    Barin, Juliano Smanioto
    ANALYTICAL CHEMISTRY, 2020, 92 (08) : 5682 - 5687
  • [26] A SIMPLE NONDESTRUCTIVE TECHNIQUE FOR THE MEASUREMENT OF ROOT-SYSTEM GROWTH
    WULSTER, GJ
    HORTSCIENCE, 1984, 19 (03) : 519 - 519
  • [27] Performance characterization of an integrated ultrasound, photoacoustic, and thermoacoustic imaging system
    Ke, Haixin
    Erpelding, Todd N.
    Jankovic, Ladislav
    Liu, Changjun
    Wang, Lihong V.
    JOURNAL OF BIOMEDICAL OPTICS, 2012, 17 (05)
  • [28] Imaging and Analysis Platform for Automatic Phenotyping and Trait Ranking of Plant Root Systems
    Iyer-Pascuzzi, Anjali S.
    Symonova, Olga
    Mileyko, Yuriy
    Hao, Yueling
    Belcher, Heather
    Harer, John
    Weitz, Joshua S.
    Benfey, Philip N.
    PLANT PHYSIOLOGY, 2010, 152 (03) : 1148 - 1157
  • [29] Microwave-induced thermoacoustic scanning CT for high-contrast and noninvasive breast cancer imaging
    Nie, Liming
    Xing, Da
    Zhou, Quan
    Yang, Diwu
    Guo, Hua
    MEDICAL PHYSICS, 2008, 35 (09) : 4026 - 4032
  • [30] Improving the efficiency of plant root system phenotyping through digitization and automation
    Teramoto, Shota
    Uga, Yusaku
    BREEDING SCIENCE, 2022, 72 (01) : 48 - 55