Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

High frequency soil polarization can phenotype crop roots noninvasively

Huijie Gu, Imre Cseresnyés, John R. Butnor, Baoru Li, Benjamin Mary, Hongyong Sun, Xiying Zhang, Yang Lu, Xiuwei Liu
doi: https://doi.org/10.1101/2023.01.12.523853
Huijie Gu
1Key Lab of Agricultural Water Resources, the Innovative Academy of Seed Design, The Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, The Chinese Academy of Sciences, 286 Huaizhong Road, Shijiazhuang, Hebei, 050022, China
2University of Chinese Academy of Sciences, 19 Yuquan Road, Beijing, 100049, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Imre Cseresnyés
3Institute for Soil Sciences, Centre for Agricultural Research, ELKH, H-1022 Budapest, Herman Ottóút 15, Hungary
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
John R. Butnor
4USDA Forest Service, Southern Research Station, 81 Carrigan Drive, Aiken Center, Room 208C, University of Vermont, Burlington, VT 05405, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Baoru Li
1Key Lab of Agricultural Water Resources, the Innovative Academy of Seed Design, The Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, The Chinese Academy of Sciences, 286 Huaizhong Road, Shijiazhuang, Hebei, 050022, China
2University of Chinese Academy of Sciences, 19 Yuquan Road, Beijing, 100049, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Benjamin Mary
5Department of Geosciences, University of Padova, Via VIII Febbraio, 2, 35122 Padova PD, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hongyong Sun
1Key Lab of Agricultural Water Resources, the Innovative Academy of Seed Design, The Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, The Chinese Academy of Sciences, 286 Huaizhong Road, Shijiazhuang, Hebei, 050022, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Xiying Zhang
1Key Lab of Agricultural Water Resources, the Innovative Academy of Seed Design, The Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, The Chinese Academy of Sciences, 286 Huaizhong Road, Shijiazhuang, Hebei, 050022, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yang Lu
1Key Lab of Agricultural Water Resources, the Innovative Academy of Seed Design, The Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, The Chinese Academy of Sciences, 286 Huaizhong Road, Shijiazhuang, Hebei, 050022, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Xiuwei Liu
1Key Lab of Agricultural Water Resources, the Innovative Academy of Seed Design, The Center for Agricultural Resources Research, Institute of Genetics and Developmental Biology, The Chinese Academy of Sciences, 286 Huaizhong Road, Shijiazhuang, Hebei, 050022, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: xwliu@sjziam.ac.cn
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Preview PDF
Loading

Abstract

Noninvasive and nondestructive root phenotyping techniques under field conditions are sorely needed to advance plant root science. Soil polarization measured by electrical capacitance (ECsoil) has the potential to meet this requirement, but whether it specifically detects root properties remains unexplored. We carried out manipulative experiments where wheat (Triticum aestivum L.) and maize (Zea mays L.) roots were buried in soil or immersed in hydroponic solution combined with pot trials to reveal the mechanism of root trait detection by ECsoil, while a field experiment was conducted to test its feasibility to determine root depth distribution. We found that ECsoil measured at low current frequency (< 1 kHz) was not significantly affected by the addition of roots to the system either by burying roots in soil or immersing them in solution. At frequency greater than10 kHz a shift occurred, and root polarization contributed more to ECsoil which was positively correlated with root volume. When ECsoil was measured at high frequency (30 kHz −100 kHz) it was well correlated with root volume vertical distribution in the field. The measurement error after soil moisture calibration at depths of 10 cm, 20 cm, 30 cm and 40 cm was 0.4%, 12.0%, 1% and 34%, respectively. Our results demonstrate that ECsoil is a robust method to measure in situ root distribution and we believe the newly available high frequency measurement equipment combined with novel root prediction models will enable ECsoil to be widely used for root phenotyping in the future.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Abstract was modified.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
Back to top
PreviousNext
Posted January 14, 2023.
Download PDF
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
High frequency soil polarization can phenotype crop roots noninvasively
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
High frequency soil polarization can phenotype crop roots noninvasively
Huijie Gu, Imre Cseresnyés, John R. Butnor, Baoru Li, Benjamin Mary, Hongyong Sun, Xiying Zhang, Yang Lu, Xiuwei Liu
bioRxiv 2023.01.12.523853; doi: https://doi.org/10.1101/2023.01.12.523853
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
High frequency soil polarization can phenotype crop roots noninvasively
Huijie Gu, Imre Cseresnyés, John R. Butnor, Baoru Li, Benjamin Mary, Hongyong Sun, Xiying Zhang, Yang Lu, Xiuwei Liu
bioRxiv 2023.01.12.523853; doi: https://doi.org/10.1101/2023.01.12.523853

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Plant Biology
Subject Areas
All Articles
  • Animal Behavior and Cognition (4238)
  • Biochemistry (9161)
  • Bioengineering (6798)
  • Bioinformatics (24055)
  • Biophysics (12152)
  • Cancer Biology (9564)
  • Cell Biology (13822)
  • Clinical Trials (138)
  • Developmental Biology (7654)
  • Ecology (11734)
  • Epidemiology (2066)
  • Evolutionary Biology (15537)
  • Genetics (10666)
  • Genomics (14354)
  • Immunology (9506)
  • Microbiology (22889)
  • Molecular Biology (9122)
  • Neuroscience (49099)
  • Paleontology (357)
  • Pathology (1487)
  • Pharmacology and Toxicology (2580)
  • Physiology (3851)
  • Plant Biology (8349)
  • Scientific Communication and Education (1473)
  • Synthetic Biology (2301)
  • Systems Biology (6204)
  • Zoology (1302)