Possible, yes. Whether it's advisable depends on a lot of things.
Spokane's snow removal procedure consists basically of letting cars pack the snow into a sheet of ice and then blowing de-icer all over it until it melts. Trails don't get plowed, and bike lanes will be completely unusable if there's any accumulation at ...