If the forecast is looking grim, why not spend your day at Bethlehem Folklore Museum? You'll be surprised just how many interesting facts you can discover about the past here.
To visit this collection of historical artifacts, make your way to Bethlehem. There are lots of other interesting attractions in the area, such as Church of the Nativity, Palestinian Heritage Center, and Al-Quds University.