Just by the sea, beaches and small banana plantations. Go slightly inland and up the hills, you're in an arid region. Continue slightly further up, and you get into a lush, verdant forest. All within maybe 20 minutes' drive.
Best part? There's no airport on the island - you have to fly to Tenerife and take a ferry.