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Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping
Fluorescence imaging has shown great potential in non-invasive plant monitoring and analysis. However, current systems have several limitations, such as bulky size, high cost, contact measurement, and lack of multifunctionality, which may hinder its applications in a wide range of settings including...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024405/ https://www.ncbi.nlm.nih.gov/pubmed/35463443 http://dx.doi.org/10.3389/fpls.2022.822634 |
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author | Zhang, Ruochong Koh, Sally Shuxian Teo, Mark Ju Teng Bi, Renzhe Zhang, Shuyan Dev, Kapil Urano, Daisuke Dinish, U. S. Olivo, Malini |
author_facet | Zhang, Ruochong Koh, Sally Shuxian Teo, Mark Ju Teng Bi, Renzhe Zhang, Shuyan Dev, Kapil Urano, Daisuke Dinish, U. S. Olivo, Malini |
author_sort | Zhang, Ruochong |
collection | PubMed |
description | Fluorescence imaging has shown great potential in non-invasive plant monitoring and analysis. However, current systems have several limitations, such as bulky size, high cost, contact measurement, and lack of multifunctionality, which may hinder its applications in a wide range of settings including indoor vertical farming. Herein, we developed a compact handheld fluorescence imager enabling multipurpose plant phenotyping, such as continuous photosynthetic activity monitoring and non-destructive anthocyanin quantification. The compact imager comprises of pulse-amplitude-modulated multi-color light emitting diodes (LEDs), optimized light illumination and collection, dedicated driver circuit board, miniaturized charge-coupled device camera, and associated image analytics. Experiments conducted in drought stressed lettuce proved that the novel imager could quantitatively evaluate the plant stress by the non-invasive measurement of photosynthetic activity efficiency. Moreover, a non-invasive and fast quantification of anthocyanins in green and red Batavia lettuce leaves had excellent correlation (>84%) with conventional destructive biochemical analysis. Preliminary experimental results emphasize the high throughput monitoring capability and multifunctionality of our novel handheld fluorescence imager, indicating its tremendous potential in modern agriculture. |
format | Online Article Text |
id | pubmed-9024405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90244052022-04-23 Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping Zhang, Ruochong Koh, Sally Shuxian Teo, Mark Ju Teng Bi, Renzhe Zhang, Shuyan Dev, Kapil Urano, Daisuke Dinish, U. S. Olivo, Malini Front Plant Sci Plant Science Fluorescence imaging has shown great potential in non-invasive plant monitoring and analysis. However, current systems have several limitations, such as bulky size, high cost, contact measurement, and lack of multifunctionality, which may hinder its applications in a wide range of settings including indoor vertical farming. Herein, we developed a compact handheld fluorescence imager enabling multipurpose plant phenotyping, such as continuous photosynthetic activity monitoring and non-destructive anthocyanin quantification. The compact imager comprises of pulse-amplitude-modulated multi-color light emitting diodes (LEDs), optimized light illumination and collection, dedicated driver circuit board, miniaturized charge-coupled device camera, and associated image analytics. Experiments conducted in drought stressed lettuce proved that the novel imager could quantitatively evaluate the plant stress by the non-invasive measurement of photosynthetic activity efficiency. Moreover, a non-invasive and fast quantification of anthocyanins in green and red Batavia lettuce leaves had excellent correlation (>84%) with conventional destructive biochemical analysis. Preliminary experimental results emphasize the high throughput monitoring capability and multifunctionality of our novel handheld fluorescence imager, indicating its tremendous potential in modern agriculture. Frontiers Media S.A. 2022-04-08 /pmc/articles/PMC9024405/ /pubmed/35463443 http://dx.doi.org/10.3389/fpls.2022.822634 Text en Copyright © 2022 Zhang, Koh, Teo, Bi, Zhang, Dev, Urano, Dinish and Olivo. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Zhang, Ruochong Koh, Sally Shuxian Teo, Mark Ju Teng Bi, Renzhe Zhang, Shuyan Dev, Kapil Urano, Daisuke Dinish, U. S. Olivo, Malini Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping |
title | Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping |
title_full | Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping |
title_fullStr | Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping |
title_full_unstemmed | Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping |
title_short | Handheld Multifunctional Fluorescence Imager for Non-invasive Plant Phenotyping |
title_sort | handheld multifunctional fluorescence imager for non-invasive plant phenotyping |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024405/ https://www.ncbi.nlm.nih.gov/pubmed/35463443 http://dx.doi.org/10.3389/fpls.2022.822634 |
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