Moses removed the priestly clothes that Aaron was wearing and put them on Aaron's son Eleazar. Aaron died there, on the top of the mountain. Then Moses and Eleazar went back down.
The Israelites left Mount Hor by the road leading to the Red Sea so they could avoid traveling through the country of Edom. But the people became bad-tempered on the way