Just unexamined, ancient, cultural assumptions maybe?
When you're a bedouin tribe moving from water to water, is there ever any point in a siege? Whoever has the water wins. Thinking otherwise isn't a way to fight, it's just suicide. It's also a particularly slow and wasteful (if effective)...