I'm in Florida, so when it's "cold", e.g. temps in the low 50s, I really like the Pearl Izumi warmers that have wind blocking panels. If it's going to remain below there mid 40s the whole ride, then I usually use a jacket or long sleeve jersey with wind blocking vest.