Lost and Found — Jean Little

When Lucy's family moves to a new town just before school begins, Lucy is lonely and worried about whether she'll make new friends. Then she meets a little dog that is friendly and may -- or may not -- be a stray. Her parents let her keep him until they find the owner, but Lucy, who calls him Trouble, begins to hope the owner is never found.