Decided to find out for sure. I only flew for a couple minutes because I got too cold. It was 12 degrees Fahrenheit and I did not have a jacket, hat or gloves with me. I didn't see any icing but the surface of the drone was wet. Flight over the Mississippi in Minnesota.