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A Non-Invasive Analysis of Seed Vigor by Infrared Thermography

This paper establishes robust regression models for fast and efficient estimation of seed vigor based on high-resolution infrared thermography. High seed quality is of great significance for agricultural and silvicultural purposes, and seed vigor is a crucial agent of seed quality. In this study, we...

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Detalles Bibliográficos
Autores principales: Liu, Liya, Wang, Zhongsi, Li, Jing, Zhang, Xi, Wang, Ruohan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7356526/
https://www.ncbi.nlm.nih.gov/pubmed/32575514
http://dx.doi.org/10.3390/plants9060768
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author Liu, Liya
Wang, Zhongsi
Li, Jing
Zhang, Xi
Wang, Ruohan
author_facet Liu, Liya
Wang, Zhongsi
Li, Jing
Zhang, Xi
Wang, Ruohan
author_sort Liu, Liya
collection PubMed
description This paper establishes robust regression models for fast and efficient estimation of seed vigor based on high-resolution infrared thermography. High seed quality is of great significance for agricultural and silvicultural purposes, and seed vigor is a crucial agent of seed quality. In this study, we used the non-invasive technology of infrared thermal imaging to analyze seed vigor of Ulmus pumila L. and Oryza sativa L. Temperatures of young age and aged seeds during thermal decay were monitored over time. We found that the thermal decay dynamics of U. pumila seeds were highly differential among seeds with differential vigor. Furthermore, a regression model was developed to estimate seed vigor based on its thermal decay dynamics. Similarly, a close relationship was also found between thermal decay processes and seed vigor in O. sativa. These results suggest that infrared thermography can be widely applied in non-invasive examination of seed vigor and allows fast and efficient seed screening for agricultural and silvicultural purposes in the future.
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spelling pubmed-73565262020-07-30 A Non-Invasive Analysis of Seed Vigor by Infrared Thermography Liu, Liya Wang, Zhongsi Li, Jing Zhang, Xi Wang, Ruohan Plants (Basel) Article This paper establishes robust regression models for fast and efficient estimation of seed vigor based on high-resolution infrared thermography. High seed quality is of great significance for agricultural and silvicultural purposes, and seed vigor is a crucial agent of seed quality. In this study, we used the non-invasive technology of infrared thermal imaging to analyze seed vigor of Ulmus pumila L. and Oryza sativa L. Temperatures of young age and aged seeds during thermal decay were monitored over time. We found that the thermal decay dynamics of U. pumila seeds were highly differential among seeds with differential vigor. Furthermore, a regression model was developed to estimate seed vigor based on its thermal decay dynamics. Similarly, a close relationship was also found between thermal decay processes and seed vigor in O. sativa. These results suggest that infrared thermography can be widely applied in non-invasive examination of seed vigor and allows fast and efficient seed screening for agricultural and silvicultural purposes in the future. MDPI 2020-06-19 /pmc/articles/PMC7356526/ /pubmed/32575514 http://dx.doi.org/10.3390/plants9060768 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Liya
Wang, Zhongsi
Li, Jing
Zhang, Xi
Wang, Ruohan
A Non-Invasive Analysis of Seed Vigor by Infrared Thermography
title A Non-Invasive Analysis of Seed Vigor by Infrared Thermography
title_full A Non-Invasive Analysis of Seed Vigor by Infrared Thermography
title_fullStr A Non-Invasive Analysis of Seed Vigor by Infrared Thermography
title_full_unstemmed A Non-Invasive Analysis of Seed Vigor by Infrared Thermography
title_short A Non-Invasive Analysis of Seed Vigor by Infrared Thermography
title_sort non-invasive analysis of seed vigor by infrared thermography
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7356526/
https://www.ncbi.nlm.nih.gov/pubmed/32575514
http://dx.doi.org/10.3390/plants9060768
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