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Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues
1. Stable isotopes analysis (SIA) of carbon and nitrogen provides valuable information about trophic interactions and animal feeding habits. 2. We used near‐infrared reflectance spectroscopy (NIRS) and support vector machines (SVM) to develop a model for screening isotopic ratios of carbon and nitro...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8328452/ https://www.ncbi.nlm.nih.gov/pubmed/34367590 http://dx.doi.org/10.1002/ece3.7851 |
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author | Ancin‐Murguzur, Francisco Javier Tarroux, Arnaud Bråthen, Kari Anne Bustamante, Paco Descamps, Sébastien |
author_facet | Ancin‐Murguzur, Francisco Javier Tarroux, Arnaud Bråthen, Kari Anne Bustamante, Paco Descamps, Sébastien |
author_sort | Ancin‐Murguzur, Francisco Javier |
collection | PubMed |
description | 1. Stable isotopes analysis (SIA) of carbon and nitrogen provides valuable information about trophic interactions and animal feeding habits. 2. We used near‐infrared reflectance spectroscopy (NIRS) and support vector machines (SVM) to develop a model for screening isotopic ratios of carbon and nitrogen (δ (13)C and δ (15)N) in samples from living animals. We applied this method on dried blood samples from birds previously analyzed for δ (13)C and δ (15)N to test whether NIRS can be applied to accurately estimate isotopic ratios. 3. Our results show a prediction accuracy of NIRS (R (2) > 0.65, RMSEP < 0.28) for both δ (13)C and δ (15)N, representing a 12% of the measurement range in this study. 4. Our study suggests that NIRS can provide a time‐ and cost‐efficient method to evaluate stable isotope ratios of carbon and nitrogen when substantial differences in δ (13)C or δ (15)N are expected, such as when discriminating among different trophic levels in diet. |
format | Online Article Text |
id | pubmed-8328452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83284522021-08-06 Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues Ancin‐Murguzur, Francisco Javier Tarroux, Arnaud Bråthen, Kari Anne Bustamante, Paco Descamps, Sébastien Ecol Evol Original Research 1. Stable isotopes analysis (SIA) of carbon and nitrogen provides valuable information about trophic interactions and animal feeding habits. 2. We used near‐infrared reflectance spectroscopy (NIRS) and support vector machines (SVM) to develop a model for screening isotopic ratios of carbon and nitrogen (δ (13)C and δ (15)N) in samples from living animals. We applied this method on dried blood samples from birds previously analyzed for δ (13)C and δ (15)N to test whether NIRS can be applied to accurately estimate isotopic ratios. 3. Our results show a prediction accuracy of NIRS (R (2) > 0.65, RMSEP < 0.28) for both δ (13)C and δ (15)N, representing a 12% of the measurement range in this study. 4. Our study suggests that NIRS can provide a time‐ and cost‐efficient method to evaluate stable isotope ratios of carbon and nitrogen when substantial differences in δ (13)C or δ (15)N are expected, such as when discriminating among different trophic levels in diet. John Wiley and Sons Inc. 2021-07-05 /pmc/articles/PMC8328452/ /pubmed/34367590 http://dx.doi.org/10.1002/ece3.7851 Text en © 2021 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Ancin‐Murguzur, Francisco Javier Tarroux, Arnaud Bråthen, Kari Anne Bustamante, Paco Descamps, Sébastien Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues |
title | Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues |
title_full | Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues |
title_fullStr | Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues |
title_full_unstemmed | Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues |
title_short | Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues |
title_sort | using near‐infrared reflectance spectroscopy (nirs) to estimate carbon and nitrogen stable isotope composition in animal tissues |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8328452/ https://www.ncbi.nlm.nih.gov/pubmed/34367590 http://dx.doi.org/10.1002/ece3.7851 |
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