* Common nouns refer to general, non-specific things. They are not capitalized unless they start a sentence.
* Proper nouns refer to specific people, places, or things and are always capitalized (like "Hurricane Katrina").
Since "weather" doesn't refer to a specific instance of weather conditions, but rather the general concept of atmospheric conditions, it's considered a common noun.