My ABS light will come on when the undercarrage gets wet as well. Its more common if I go through a automatic car wash that washes the bottom of the car. It goes off within a day, so it hasn't got me too worried.
BTW, pulling the ABS fuse won't turn the light off. You can make the car skid though.
