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Application of Hyperspectral Imaging and Deep Learning for Robust Prediction of Sugar and pH Levels in Wine Grape Berries

Remote sensing technology, such as hyperspectral imaging, in combination with machine learning algorithms, has emerged as a viable tool for rapid and nondestructive assessment of wine grape ripeness. However, the differences in terroir, together with the climatic variations and the variability exhib...

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Detalles Bibliográficos
Autores principales: Gomes, Véronique, Mendes-Ferreira, Ana, Melo-Pinto, Pedro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8156429/
https://www.ncbi.nlm.nih.gov/pubmed/34063552
http://dx.doi.org/10.3390/s21103459