You can remember the meaning of 上面 with this easy mnemonic:
Up (上) on the top of the wine case sits a bowl of sangria forgotten. We now face (面) a dilemma: to party on or be sensible adults.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.