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Title: Optical coherence tomography imaging of plant root growth in soil

Abstract

Complex interactions between roots and soil provide the nutrients and physical support required for robust plant growth. Yet, visualizing the root-soil interface is challenged by soil’s opaque scattering characteristics. In this paper, we describe methods for using optical coherence tomography (OCT) to provide non-destructive 3D and cross-sectional root imaging not available with traditional bright field microscopy. OCT is regularly used for bioimaging, especially in ophthalmology where it can detect retinal abnormalities. Prior use of OCT in plant biology has focused on surface defects of above ground tissues, predominantly in food crops. Our results show OCT is also viable for detailed, in situ study of living plant roots.

Authors:
ORCiD logo [1];  [1];  [1]; ORCiD logo [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF); Great Lakes Bioenergy Research Center; USDOE Laboratory Directed Research and Development (LDRD) Program
OSTI Identifier:
1605095
Alternate Identifier(s):
OSTI ID: 1602346
Report Number(s):
PNNL-SA-149582
Journal ID: ISSN 1559-128X; APOPAI
Grant/Contract Number:  
AC05-76RL01830; SC0018409; FC02-07ER64494
Resource Type:
Accepted Manuscript
Journal Name:
Applied Optics
Additional Journal Information:
Journal Volume: 59; Journal Issue: 8; Journal ID: ISSN 1559-128X
Publisher:
Optical Society of America
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; optical coherence tomography, switchgrass, imaging plant roots

Citation Formats

Larimer, Curtis J., Denis, Elizabeth H., Suter, Jonathan D., and Moran, James J. Optical coherence tomography imaging of plant root growth in soil. United States: N. p., 2020. Web. doi:10.1364/AO.384674.
Larimer, Curtis J., Denis, Elizabeth H., Suter, Jonathan D., & Moran, James J. Optical coherence tomography imaging of plant root growth in soil. United States. https://doi.org/10.1364/AO.384674
Larimer, Curtis J., Denis, Elizabeth H., Suter, Jonathan D., and Moran, James J. Thu . "Optical coherence tomography imaging of plant root growth in soil". United States. https://doi.org/10.1364/AO.384674. https://www.osti.gov/servlets/purl/1605095.
@article{osti_1605095,
title = {Optical coherence tomography imaging of plant root growth in soil},
author = {Larimer, Curtis J. and Denis, Elizabeth H. and Suter, Jonathan D. and Moran, James J.},
abstractNote = {Complex interactions between roots and soil provide the nutrients and physical support required for robust plant growth. Yet, visualizing the root-soil interface is challenged by soil’s opaque scattering characteristics. In this paper, we describe methods for using optical coherence tomography (OCT) to provide non-destructive 3D and cross-sectional root imaging not available with traditional bright field microscopy. OCT is regularly used for bioimaging, especially in ophthalmology where it can detect retinal abnormalities. Prior use of OCT in plant biology has focused on surface defects of above ground tissues, predominantly in food crops. Our results show OCT is also viable for detailed, in situ study of living plant roots.},
doi = {10.1364/AO.384674},
journal = {Applied Optics},
number = 8,
volume = 59,
place = {United States},
year = {Thu Feb 13 00:00:00 EST 2020},
month = {Thu Feb 13 00:00:00 EST 2020}
}

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Cited by: 7 works
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Works referenced in this record:

X-ray microtomography analysis of soil structure deformation caused by centrifugation
journal, January 2016


Quantitative 3D Analysis of Plant Roots Growing in Soil Using Magnetic Resonance Imaging
journal, January 2016

  • van Dusschoten, Dagmar; Metzner, Ralf; Kochs, Johannes
  • Plant Physiology, Vol. 170, Issue 3
  • DOI: 10.1104/pp.15.01388

Optical coherence tomography (OCT): a review
journal, January 1999

  • Schmitt, J. M.
  • IEEE Journal of Selected Topics in Quantum Electronics, Vol. 5, Issue 4
  • DOI: 10.1109/2944.796348

Plant photonics: application of optical coherence tomography to monitor defects and rots in onion
journal, April 2010

  • Meglinski, I. V.; Buranachai, C.; Terry, L. A.
  • Laser Physics Letters, Vol. 7, Issue 4
  • DOI: 10.1002/lapl.200910141

Rhizosphere engineering: Enhancing sustainable plant ecosystem productivity
journal, June 2017


Diagnosis of virus infection in orchid plants with high-resolution optical coherence tomography
journal, January 2009

  • Chow, Tzu H.; Tan, Khay M.; Ng, Beng K.
  • Journal of Biomedical Optics, Vol. 14, Issue 1
  • DOI: 10.1117/1.3066900

Root System Dynamics of Miscanthus × giganteus and Panicum virgatum in Response to Rainfed and Irrigated Conditions in California
journal, December 2012


Carbon flow in the rhizosphere: carbon trading at the soil–root interface
journal, February 2009


Improving lateral resolution and image quality of optical coherence tomography by the multi-frame superresolution technique for 3D tissue imaging
journal, January 2017

  • Shen, Kai; Lu, Hui; Baig, Sarfaraz
  • Biomedical Optics Express, Vol. 8, Issue 11
  • DOI: 10.1364/BOE.8.004887

New Methods To Unravel Rhizosphere Processes
journal, March 2016


Spatial resolution characterization of a X-ray microCT system
journal, December 2014


Interactions and Self-Organization in the Soil-Microbe Complex
journal, June 2004


In vivo three-dimensional imaging of plants with optical coherence microscopy
journal, December 2002


Nutrient uptake in mycorrhizal symbiosis
journal, February 1994


The plastic plant: root responses to heterogeneous supplies of nutrients
journal, April 2004


A Review of Imaging Techniques for Plant Phenotyping
journal, October 2014


Optical coherence tomography in dermatology: a review
journal, February 2001


All-fiber common-path optical coherence tomography: sensitivity optimization and system analysis
journal, July 2005

  • Sharma, U.; Fried, N. M.; Kang, J. U.
  • IEEE Journal of Selected Topics in Quantum Electronics, Vol. 11, Issue 4
  • DOI: 10.1109/JSTQE.2005.857380

Exploring the transfer of recent plant photosynthates to soil microbes: mycorrhizal pathway vs direct root exudation
journal, November 2014

  • Kaiser, Christina; Kilburn, Matt R.; Clode, Peta L.
  • New Phytologist, Vol. 205, Issue 4
  • DOI: 10.1111/nph.13138

Optical coherence tomography as a novel tool for non-destructive measurement of the hull thickness of lupin seeds
journal, June 2004


In Vivo Monitoring on Growth and Spread of Gray Leaf Spot Disease in Capsicum annuum Leaf Using Spectral Domain Optical Coherence Tomography
journal, January 2016

  • Ravichandran, Naresh Kumar; Wijesinghe, Ruchire Eranga; Shirazi, Muhammad Faizan
  • Journal of Spectroscopy, Vol. 2016
  • DOI: 10.1155/2016/1093734

Developing X-ray Computed Tomography to non-invasively image 3-D root systems architecture in soil
journal, November 2011


Root hairs increase rhizosphere extension and carbon input to soil
journal, December 2017

  • Holz, Maire; Zarebanadkouki, Mohsen; Kuzyakov, Yakov
  • Annals of Botany, Vol. 121, Issue 1
  • DOI: 10.1093/aob/mcx127

Optical coherence tomography-integrated, wearable (backpack-type), compact diagnostic imaging modality for in situ leaf quality assessment
journal, January 2017

  • Wijesinghe, Ruchire Eranga; Lee, Seung-Yeol; Ravichandran, Naresh Kumar
  • Applied Optics, Vol. 56, Issue 9
  • DOI: 10.1364/AO.56.00D108

From lab to field, new approaches to phenotyping root system architecture
journal, June 2011

  • Zhu, Jinming; Ingram, Paul A.; Benfey, Philip N.
  • Current Opinion in Plant Biology, Vol. 14, Issue 3
  • DOI: 10.1016/j.pbi.2011.03.020

Optical coherence tomography: a review of clinical development from bench to bedside
journal, January 2007

  • Zysk, Adam M.; Nguyen, Freddy T.; Oldenburg, Amy L.
  • Journal of Biomedical Optics, Vol. 12, Issue 5
  • DOI: 10.1117/1.2793736