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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...

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Detalles Bibliográficos
Autores principales: Ancin‐Murguzur, Francisco Javier, Tarroux, Arnaud, Bråthen, Kari Anne, Bustamante, Paco, Descamps, Sébastien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
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
Descripción
Sumario: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.