Since running in a scarf isn't exactly comfortable, try prepping for the windchill with a sporty high-neck or turtleneck, like the Athleta Flurry Base Layer Turtleneck ($89). The thin, seamless fabric means no chafing and easy layering underneath your jacket, coat, or puffer.