As winter draws near, snow forecasts become a source of both excitement and uncertainty. Predicting snowfall is one of meteorology's most formidable challenges, as even minor shifts in storm trajectory, temperature, or humidity can significantly impact the final totals. Weather models often fluctuate in the days leading up to an event, so early forecasts—and any viral snow maps you might encounter—should be viewed with caution.