Becoming a Nuisance

This is what my flower beds used to look like.

This is what they look like now.

The squirrels have dug up my flowers and dug tunnels under our sidewalk.

Any flowers they haven't dug up they have eaten all the blossoms off.  As much as I love animals these squirrels are becoming quite a nuisance!  Any suggestions?