I also live in the Philadelphia area and built my pond last spring. I kept my skimmer and waterfall running all winter. The pond and falls froze completely over twice for a total of maybe ten days. We have a small upper pond that the filter box empties into with about an 8" falls, and then about a 5' stream to about a 1' fall into the lower, main pond. I had no problems with the pump in the skimmer box or with losing water to ice dams and although frozen over you could see and hear the water running under the ice. The water in the skimmer box never froze. I too have the string algae but my water is crystal clear and yesterday for the first time since before the first of the year I saw some of my adult fish. I was a little concerned about leaving the pump on all winter but I had no problems.