You can remember the meaning of 剩下 with this easy mnemonic:
If there is remaining (剩) food, just put it under (下) this sheet. It will remain fresh for a few days.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.