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Rapid identification of wood species using XRF and neural network machine learning

An innovative approach for the rapid identification of wood species is presented. By combining X-ray fluorescence spectrometry with convolutional neural network machine learning, 48 different wood specimens were clearly differentiated and identified with a 99% accuracy. Wood species identification i...

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Detalles Bibliográficos
Autores principales: Shugar, Aaron N., Drake, B. Lee, Kelley, Greg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413463/
https://www.ncbi.nlm.nih.gov/pubmed/34475421
http://dx.doi.org/10.1038/s41598-021-96850-2