For forensic reasons but also for the effect of the show. Psychologically our minds view dark places with more suspense and anticipation. It is exploring the unknown. If you think about other movies or shows that explore the crime scene in daylight it simply does not have the same suspense factor.
On the television show CSI why do the investigators always explore rooms with lights off and with flashlights?