They are farther away from the path of the sun. The equator is almost always directly in the pathway on the sun, while the poles aren’t.
The common geographic factor for Egypt and the fertile crescent were the big rivers, they made big alluvial deposits on their shores each year and allowed the people to have sufficient amount of food production. That opened the gates for civilizations to flourish in this places.