At a higher place and High up

High up and at a higher place are semantically related. In some cases you can use "High up" instead an adverb phrase "At a higher place".

High up adverb - At a great altitude.

At a higher place and high up are semantically related. You can use "At a higher place" instead an adverb phrase "High up".