Yes. The following methods will remove them:
- The abilities Air Lock and Cloud Nine prevent the effects of weather.
- Defog may remove Fog.
- If the weather was caused by a move, you may wait for the weather to clear.
You may also overwrite weather with a new one by using a Pokemon that introduces a new weather (via Ability or Move), but that doesn't remove weather from the field.