You can remember the meaning of 高度 with this easy mnemonic:
He is so tall (高) in height, his neck is bent at a permanent 45 degree (度) angle so he can look down at everyone.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.