Peak fall foliage in the US is expected from late September to mid-November, starting in the North and high elevations. Warmer temperatures may delay peak color in the South and West. However, cooler regions like northern New England may see early peak colors. SmokyMountains.com uses various data sources to predict foliage. Their predictions show a varied timeline across the country. Mountainous areas are predicted to have earlier peak foliage than lower elevations. The vibrant yellow Alpine larch groves in the Northern Rockies are a highlight. Despite warmer temperatures, vibrant fall colors are still anticipated nationwide. The overall prediction indicates a beautiful fall foliage season across the US, albeit with some regional variations in timing. SmokyMountains.com's map provides a visual representation of these predictions.