The tobacco cultivation in the Southern Region of Brazil involves 490 municipalities and approximately 125 thousand families, generating an estimated gross income of nearly R$11 billion. This shows the significant role of tobacco as a crop in the region. However, uncertainties in climate and seasons make it difficult to have precise forecasts for the next harvest.