Complex sentence: The high number of casualties in fighting on Okinawa formed the basis of the casualty estimates projected for Operation Downfall which included use of Allied chemical weapons pre-positioned in the Marianas.
Split into simpler sentences: The high number of casualties in fighting on Okinawa formed the basis of the casualty estimates projected for Operation Downfall. The pending operation included use of Allied chemical weapons pre-positioned in the Marianas.