You can remember the meaning of 楼下 with this easy mnemonic:
You're on the first floor (楼) now, but if you go downstairs you'll see a parking lot under (下) the first floor.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.