Chipmunks hide their tunnels from predators, so you may have to look hard to see them. Tunnel entrances are usually hidden under or next to wood piles, brush, plantings, large rocks, or structures. Chipmunks also remove displaced soil from the area and often move entrances to make tunnels hard to find.