Temperature fluctuations and, in general, climatic conditions can significantly affect the chemical composition of grapes and, in turn, the taste and aromas of wine. At the same time, having a complete climatic mapping of the vineyard is a challenging topic. Traditional solutions are based on using sensors displaced in strategic points of interest. However, in many cases, disseminating a large number of fixed sensors capable of monitoring environmental parameters in a capillary manner is impractical in terms of costs and space constraints. For this reason, some alternative solutions have been envisioned by combining a limited number of sensors and artificial intelligence solutions for building precise predictive models
The collection of micro-climatic information through a mobile robot
Sara Migliorini;Davide Quaglia
2025-01-01
Abstract
Temperature fluctuations and, in general, climatic conditions can significantly affect the chemical composition of grapes and, in turn, the taste and aromas of wine. At the same time, having a complete climatic mapping of the vineyard is a challenging topic. Traditional solutions are based on using sensors displaced in strategic points of interest. However, in many cases, disseminating a large number of fixed sensors capable of monitoring environmental parameters in a capillary manner is impractical in terms of costs and space constraints. For this reason, some alternative solutions have been envisioned by combining a limited number of sensors and artificial intelligence solutions for building precise predictive modelsI documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.