Enhancing Grape Brix Prediction in Precision Viticulture: A Benchmarking Study of Predictive Models Using Hyperspectral Proximal Sensors

Enhancing Grape Brix Prediction in Precision Viticulture: A Benchmarking Study of Predictive Models Using Hyperspectral Proximal Sensors

Sustainable and efficient agricultural production is a growing priority in modern society. Viticulture, an important agricultural and food sector, also faces this challenge. Precision Viticulture (PV) has gained prominence as it aims to foster high-quality, efficient, and environmentally sustainable...

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Bibliographic Details
Main Authors: Maria Santos-Campos, Renan Tosin, Leandro Rodrigues, Igor Gonçalves, Catarina Barbosa, Rui Martins, Filipe Santos, Mário Cunha
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Biology and Life Sciences Forum
Subjects:
grapes berries
machine learning
point-of-measurement
quality gap
sugar content
<i>Vitis vinifera</i>
Online Access:https://www.mdpi.com/2673-9976/27/1/50

Internet

https://www.mdpi.com/2673-9976/27/1/50

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