The field of study that creates maps and charts of earth's surface landforms and physical features is called

Fields of study are often called with names of Latin and Greek origin and this is also the case here!

The latin for "map" is "carta" and writing is "graph..." and together they form "cartography" - which is the correct answer.

A person who is making maps is called a cartographer.