How to remove rain 101:
1. Open the XML for the tileset you are using.
2. Change the line <weather .../> to say <weather sun="1.0" rain="0" snow="0"/>
Most tilesets don't even have rain. It has to be chosen by the modder, and even then, it's just a percentage thing.