Snow had ____ overnight, and by morning the path was hard to follow.

Explanation

Snow comes down without anyone acting on an object, so the verb is the intransitive fall — fell — fallen, and after had the participle fallen is required. Fell is a past simple and cannot follow had, and felled comes from the transitive verb fell — felled — felled, which means to cut a tree down.