Evaluation of a Low-cost Multispectral Device for Grape Ripening Status Assessment under Field Conditions

  1. Miguel Noguera 1
  2. Borja Millán 1
  3. Ana Sayago 1
  4. Ángeles Fernández-Recamales 1
  5. José Manuel Andújar Márquez 1
  1. 1 Universidad de Huelva
    info

    Universidad de Huelva

    Huelva, España

    ROR https://ror.org/03a1kt624

Libro:
Actas de las IV Jornadas ScienCity 2021: Fomento de la Cultura Científica, Tecnológica y de Innovación en Ciudades Inteligentes
  1. Tomás de J. Mateo Sanguino (coord.)
  2. José Manuel Lozano Domínguez (coord.)
  3. Manuel J. Redondo González (coord.)
  4. Iñaki J. Fernández de Viana González (coord.)
  5. Miguel Ángel Rodríguez Román (coord.)

Editorial: Universidad de Huelva

ISBN: 9798410791717

Año de publicación: 2022

Páginas: 31-34

Congreso: Jornadas ScienCity (4. 2021. Huelva)

Tipo: Aportación congreso

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Resumen

The present work aims to evaluate a low-cost multispectral device for non-destructive grape ripening status assessment. The proposed device was specially developed for infield application and is based on a multispectral sensor, with a spectral response of 18 channels in a range from 410 to 940 nm. The experimental validation was carried out in a commercial vineyard in Rociana del Condado, Huelva. The proposed device was used to analyse 50 grape samples under field conditions. After being processed with the proposed device, the grapesamples were analysed using standard chemical methods togenerate ground truth values of ripening status indicators (soluble solid content, acidity, and pH). The 18-band reflectance measurements were used as input variables for developingartificial neural network models to estimate the three targetparameters. The obtained results were promising, which pavesthe way for the implementation of a portable grape ripeningappraisal system affordable for grape growers.

Fuente de los datos: Dialnet