Banded Tussock Moth Caterpillar Possible pests Hickory Tussock Moth (Lophocampa caryae) – Because of their bizarre appearance and local abundance in some areas, hickory tussock moth caterpillars are also hard to miss this time of year. Large by late August, these caterpillars are constantly on the move and like browntail moth