You can remember the meaning of 天气 with this easy mnemonic:
I can tell what the weather tomorrow will be like just by looking at the skky (天) and smelling the air (气).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.