Weather and Blooming. Death Valley is famous for its spectacular, spring wildflower displays, but those are the exception, not the rule. Only under perfect conditions does the desert fill with a sea of gold, purple, pink or white flowers. Although there are years where blossoms are few, they are never totally absent. Fleeting Beauty.