In the quest for maximizing harvest from pumpkin patches, modern farmers are increasingly turning to data-driven strategies. By gathering and processing valuable information about soil properties, weather forecasts, and pumpkin development, models can be implemented to enhance various aspects of the growing process. Specific irrigation based