It's trees that usually cause our blackouts. Either from wind during storms (like Elsa heading our way this evening) or in the winter, when the snow and ice accumulates, and the branches fall off onto the power lines.
Although, weirdly, in the big 2003 blackout when most of the North East and some of the Midwest lost power, ours was still working.