Whistle- easiest way to be heard if lost
Map of the area (i like electronics but a map & compass never have a battery go dead)
Phone- Fully charged and turned off (conserve battery)
Some essential first aid items.
Also remember to keep some of the more essential items on you, never know when a horse will spook and you are left to walk out or wait for help