The timing of the first snowfall will vary across New York, potentially impacting travel and daily activities. Northern areas like Saranac Lake may face earlier disruptions due to snow in late October, while urban centers such as New York City could see delays in snow-related preparations until December. Lake-effect snow in western and central New York could lead to localized heavy snowfall, creating hazardous driving conditions and potential power outages. Residents should prepare for rapidly changing weather patterns, as the Farmers' Almanac predicts a mix of rain, sleet, and snow throughout the season.