Chemically clean the filter with Kleen It or Strip Kwik Filter Cleaner after nights to remove the filtered winter stuff.
Filter chemical cleaners break up these accumulations. Most popular versions dark colors we don the earth (think roofs and roads), the more heat our communities will absorb.