You can remember the meaning of 独自 with this easy mnemonic:
A man was alone (独) on a mission to save his island. He single handedly planted a forest and created an ecosystem all by himself (自) over decades.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.