Scientists who track and study the earth's larger atmospheric systems are known as

A meteorologist is a scientist that tracks and studies the earth's larger atmospheric systems.

We are most familiar with meteorologists as weather forecasters. Meteorologists study all facets of the atmosphere, including things like wind patterns, storms and the jet stream.