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Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review
Our civilization has to enhance food production to feed world’s expected population of 9.7 billion by 2050. These food demands can be met by implementation of innovative technologies in agriculture. This transformative agricultural concept, also known as digital farming, aims to maximize the crop yi...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8281483/ https://www.ncbi.nlm.nih.gov/pubmed/34266461 http://dx.doi.org/10.1186/s13007-021-00781-y |
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author | Payne, William Z. Kurouski, Dmitry |
author_facet | Payne, William Z. Kurouski, Dmitry |
author_sort | Payne, William Z. |
collection | PubMed |
description | Our civilization has to enhance food production to feed world’s expected population of 9.7 billion by 2050. These food demands can be met by implementation of innovative technologies in agriculture. This transformative agricultural concept, also known as digital farming, aims to maximize the crop yield without an increase in the field footprint while simultaneously minimizing environmental impact of farming. There is a growing body of evidence that Raman spectroscopy, a non-invasive, non-destructive, and laser-based analytical approach, can be used to: (i) detect plant diseases, (ii) abiotic stresses, and (iii) enable label-free phenotyping and digital selection of plants in breeding programs. In this review, we critically discuss the most recent reports on the use of Raman spectroscopy for confirmatory identification of plant species and their varieties, as well as Raman-based analysis of the nutrition value of seeds. We show that high selectivity and specificity of Raman makes this technique ideal for optical surveillance of fields, which can be used to improve agriculture around the world. We also discuss potential advances in synergetic use of RS and already established imaging and molecular techniques. This combinatorial approach can be used to reduce associated time and cost, as well as enhance the accuracy of diagnostics of biotic and abiotic stresses. |
format | Online Article Text |
id | pubmed-8281483 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82814832021-07-16 Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review Payne, William Z. Kurouski, Dmitry Plant Methods Review Our civilization has to enhance food production to feed world’s expected population of 9.7 billion by 2050. These food demands can be met by implementation of innovative technologies in agriculture. This transformative agricultural concept, also known as digital farming, aims to maximize the crop yield without an increase in the field footprint while simultaneously minimizing environmental impact of farming. There is a growing body of evidence that Raman spectroscopy, a non-invasive, non-destructive, and laser-based analytical approach, can be used to: (i) detect plant diseases, (ii) abiotic stresses, and (iii) enable label-free phenotyping and digital selection of plants in breeding programs. In this review, we critically discuss the most recent reports on the use of Raman spectroscopy for confirmatory identification of plant species and their varieties, as well as Raman-based analysis of the nutrition value of seeds. We show that high selectivity and specificity of Raman makes this technique ideal for optical surveillance of fields, which can be used to improve agriculture around the world. We also discuss potential advances in synergetic use of RS and already established imaging and molecular techniques. This combinatorial approach can be used to reduce associated time and cost, as well as enhance the accuracy of diagnostics of biotic and abiotic stresses. BioMed Central 2021-07-15 /pmc/articles/PMC8281483/ /pubmed/34266461 http://dx.doi.org/10.1186/s13007-021-00781-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Review Payne, William Z. Kurouski, Dmitry Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
title | Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
title_full | Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
title_fullStr | Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
title_full_unstemmed | Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
title_short | Raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
title_sort | raman spectroscopy enables phenotyping and assessment of nutrition values of plants: a review |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8281483/ https://www.ncbi.nlm.nih.gov/pubmed/34266461 http://dx.doi.org/10.1186/s13007-021-00781-y |
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