With new evidences that supplement the evidences that were there before, which in turn modify and can completely change a theory, or prove that it's obsolete.
In the 1970s, the cooling of the earth was probably the best supported(by evidence) theory on that subject, which changed towards global warming with the uncovering of newer evidences in the following decades.