You should start by always letting someone know where you are and when you should be expected back. This way when you do not return you can be assured someone will be looking for you.
A few items to carry should include blaze orange clothing or hat when hunting, or bright colors when hiking. A whistle and a signaling mirror are other essential items. J. Wayne shows how an inexpensive signaling mirror works to attract planes.