A Key West man who sexually assaulted a young girl in 2006 and an elderly woman a year later will spend the next 20 years in prison and be monitored by satellite tracking devices for another 20 years upon his release, according to a plea agreement with prosecutors Thursday.

Antonio Chapman, 31, pleaded guilty to sexual battery in both cases and had been facing a maximum p...