You might remember the earth radical with this easy mnemonic:
This radical represents earth. It looks like a grave, more specifically a cross in the earth. Ever been to a graveyard at night? It's pretty eerie but hauntingly beautiful at the same time.
Using mnemonics to remember Chinese radicals like earth has a huge impact on how long to learn Mandarin it takes.