![]() Satellite data is obtained for free through the Copernicus’ Sentinels with their open-access policy, especially Sentinel-2. Whereas precipitation and temperatures characterize an entire area, EO data can provide a much more spatially detailed component of the input to the grape and wine quality models. Both data sources are relied upon for an automated combination of measures impacting on quality indicators such as vine vigour, precipitation, and temperatures over the growing season. Our proposed approach is an advanced combination of Earth Observation data and meteorological data. ![]() Early scores (only for Bordeaux wines so far): quality scores of the next Bordeaux vintage are estimated immediately after the harvest and long before official tasting results, setting at the same time a benchmark also for the previously-released vintages. ![]() 2D and 3D maps of vineyards highlighting their orography (altitude, slope, surrounding area), letting wine enthusiasts get a sense of the area where their favourite wines are produced.Monthly price predictions for the most frequently traded fine wines, providing investors and wine merchants with a competitive advantage in the market.Detailed vintage reports completed with full meteorological analyses, quality insights and detection of potential issues.Saturnalia addresses the fine wine sector and provides unique insights that are not normally accessible in the wine industry. On the consumer side, wine industry is watched by enthusiasts and collectors, always looking to know more and grow their expertise. Saturnalia is targeting both consumers and businesses. Even though investing in wine is not a new thing, the wine industry is still quite opaque and reticent in releasing details: for example, it is not known how many bottles for a specific wine are available. The wine industry is a very conservative sector, slow at adopting technological innovation both in production and commercialisation.
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