Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography

Abstract Background Electrical impedance tomography (EIT) has rarely been applied in plant science, particularly to study plant resistance to abiotic and biotic stresses. In this study, we evaluated the freezing resistance of floribunda roses (Rosa Floribunda) during frost dehardening using the EIT...

Full description

Bibliographic Details
Main Authors: Ji Qian, Juan Zhou, Ruijuan Gong, Yang Liu, Gang Zhang
Format: Article
Language:English
Published: BMC 2021-04-01
Series:BMC Plant Biology
Subjects:
Online Access:https://doi.org/10.1186/s12870-021-02976-w
id doaj-f9ea1b6a0b9c4e29ae41bde7c9957e1e
record_format Article
spelling doaj-f9ea1b6a0b9c4e29ae41bde7c9957e1e2021-05-02T11:17:24ZengBMCBMC Plant Biology1471-22292021-04-0121111210.1186/s12870-021-02976-wFreezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomographyJi Qian0Juan Zhou1Ruijuan Gong2Yang Liu3Gang Zhang4College of Horticulture, Hebei Agriculture UniversityCollege of Electrical and Mechanical Engineering, Hebei Agricultural UniversityCollege of Art, Hebei University of Economics and BusinessDepartment of Software Engineering, Hebei Software InstituteCollege of Horticulture, Hebei Agriculture UniversityAbstract Background Electrical impedance tomography (EIT) has rarely been applied in plant science, particularly to study plant resistance to abiotic and biotic stresses. In this study, we evaluated the freezing resistance of floribunda roses (Rosa Floribunda) during frost dehardening using the EIT technique to identify a new method for rapid and non-destructive measurement of plant freezing resistance. Results The current was the excitation source, the boundary voltage value was measured, and then the boundary voltage reconstructed value was formed. Using an imaging algorithm, the two-dimensional (2D) distribution of impedance or impedance variation was reconstructed. The EIT reconstructed values decreased obviously with the decline in freezing temperatures. The EIT reconstructed values of stems had the best fit to the logistic equation, and subsequently, the semi-lethal temperatures were calculated. The freezing resistance results evaluated using EIT reconstructed values were linearly correlated with the results of the traditional electrolyte leakage (EL) method (r = 0.93, P < 0.01). Conclusions In conclusion, after freezing tests, the reconstructed values of EIT images could be used to quantitatively evaluate the freezing resistance of floribunda rose stems. The present study provides a reference for the further application of the EIT technique for non-destructive and rapid detection of plant freezing resistance.https://doi.org/10.1186/s12870-021-02976-wElectrical impedance tomographyElectrolyte leakageImage processingImage reconstructionPlant freezing resistance
collection DOAJ
language English
format Article
sources DOAJ
author Ji Qian
Juan Zhou
Ruijuan Gong
Yang Liu
Gang Zhang
spellingShingle Ji Qian
Juan Zhou
Ruijuan Gong
Yang Liu
Gang Zhang
Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
BMC Plant Biology
Electrical impedance tomography
Electrolyte leakage
Image processing
Image reconstruction
Plant freezing resistance
author_facet Ji Qian
Juan Zhou
Ruijuan Gong
Yang Liu
Gang Zhang
author_sort Ji Qian
title Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
title_short Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
title_full Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
title_fullStr Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
title_full_unstemmed Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
title_sort freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2021-04-01
description Abstract Background Electrical impedance tomography (EIT) has rarely been applied in plant science, particularly to study plant resistance to abiotic and biotic stresses. In this study, we evaluated the freezing resistance of floribunda roses (Rosa Floribunda) during frost dehardening using the EIT technique to identify a new method for rapid and non-destructive measurement of plant freezing resistance. Results The current was the excitation source, the boundary voltage value was measured, and then the boundary voltage reconstructed value was formed. Using an imaging algorithm, the two-dimensional (2D) distribution of impedance or impedance variation was reconstructed. The EIT reconstructed values decreased obviously with the decline in freezing temperatures. The EIT reconstructed values of stems had the best fit to the logistic equation, and subsequently, the semi-lethal temperatures were calculated. The freezing resistance results evaluated using EIT reconstructed values were linearly correlated with the results of the traditional electrolyte leakage (EL) method (r = 0.93, P < 0.01). Conclusions In conclusion, after freezing tests, the reconstructed values of EIT images could be used to quantitatively evaluate the freezing resistance of floribunda rose stems. The present study provides a reference for the further application of the EIT technique for non-destructive and rapid detection of plant freezing resistance.
topic Electrical impedance tomography
Electrolyte leakage
Image processing
Image reconstruction
Plant freezing resistance
url https://doi.org/10.1186/s12870-021-02976-w
work_keys_str_mv AT jiqian freezingresistanceevaluationofrosestemsduringfrostdehardeningusingelectricalimpedancetomography
AT juanzhou freezingresistanceevaluationofrosestemsduringfrostdehardeningusingelectricalimpedancetomography
AT ruijuangong freezingresistanceevaluationofrosestemsduringfrostdehardeningusingelectricalimpedancetomography
AT yangliu freezingresistanceevaluationofrosestemsduringfrostdehardeningusingelectricalimpedancetomography
AT gangzhang freezingresistanceevaluationofrosestemsduringfrostdehardeningusingelectricalimpedancetomography
_version_ 1721492467384057856