Assuming your use a sealed cartridge bottom bracket like this:
you should be fine as the bearings are more or less sealed from the elements.
If you use an adjustable BB with an exposed cup and spindle system like this:
, expect to rebuild your BB often if you ride on the street. At least once a week, more if it's wet outside.