That is exactly why it's so popular: it covers the astronomical aspects and the geological aspects of studying solar-system bodies, and the atmospheres, chemistry, etc. can be thrown in, too.

Many universities group this stuff under the even more vague "space science." Often the names are expressed as departments of "Earth and Space Sciences" or "Earth and Planetary Science."