Preliminary study on the use of near infrared hyperspectral imaging for quantitation and localisation of total glucosinolates in freeze-dried broccoli

The use of hyperspectral imaging to (a) quantify and (b) localise total glucosinolates in florets of a single broccoli species has been examined. Two different spectral regions (vis-NIR and NIR), a number of spectral pre-treatments and different mask development strategies were studied to develop th...

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Detalles Bibliográficos
Autores: Hernández Hierro, José Miguel, Esquerre, Carlos, Valverde, Juan, Villacreces, Salvador, Reilly, Kim, Gaffney, Michael, González-Miret Martín, María Lourdes, Heredia Mira, Francisco José, O'Donnell, Colm P., Downey, Gerard
Tipo de recurso: artículo
Estado:Versión aceptada para publicación
Fecha de publicación:2014
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/137695
Acceso en línea:https://hdl.handle.net/11441/137695
https://doi.org/10.1016/j.jfoodeng.2013.11.005
Access Level:acceso abierto
Palabra clave:Broccoli
Chemometrics
Glucosinolates
Hyperspectral imaging
Near infrared
Visible
Descripción
Sumario:The use of hyperspectral imaging to (a) quantify and (b) localise total glucosinolates in florets of a single broccoli species has been examined. Two different spectral regions (vis-NIR and NIR), a number of spectral pre-treatments and different mask development strategies were studied to develop the quantitative models. These models were then applied to freeze-dried slices of broccoli to identify regions within individual florets which were rich in glucosinolates. The procedure demonstrates potential for the quantitative screening and localisation of total glucosinolates in broccoli using the 950-1650 nm wavelength range. These compounds were mainly located in the external part of florets.