The pilot's inadvertent visual flight rules (VFR) flight into instrument meteorological conditions (IMC). Factors include the pilot's improper decision to fly under a low ceiling while in mountainous/hilly terrain, and his encounter with fog and low clouds while maneuvering in a narrow canyon.