wifi dirty car

Hi all, Ok, this is kinda weird, but I've been noticing that when my car's exterior is clean, the wifi has better signal strength. At my office, my indoor parking spot is on the fringe of a wifi signal. On days when the car is dirty, it won't connect. When it's clean, it will connect...