The rare bay effect snowshowers were noted on January 10, 2004 as a strong
  north flow of cold air moved north to south over the length of the lower 
  Chesapeake Bay spawning snow plumes, similar to those of Great Lakes on a smaller
  scale. See the satellite picture and radar images below taken during this period.