You can remember the meaning of 机场 with this easy mnemonic:
At the airport, you'll see many different machines (机) just for transporting luggage, its really quite a scene (场).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.