Egypt’s Sinai Peninsula is a sparsely populated desert region between the Red Sea and the Mediterranean Sea.Egypt’s Sinai Peninsula is a sparsely populated desert region between the Red Sea and the Mediterranean Sea.Egypt’s Sinai Peninsula is a sparsely populated desert region between the Red Sea and the Mediterranean Sea.