They're called leaves for a reason.

If you see bumblebees then you know they're waking up.

Depending on where you live you may need to be more perceptive. In the southeast US what most people think are bumblebees are actually carpenter bees.

Early spring would be the easiest since no other "types" of bumblebee would be flying.