As much of Los Angeles smolders, wind warnings return, and fire crews stand guard, scientists say almost unprecedented climatic conditions throughout Southern California led up to the disaster.

Last summer was one of the hottest on record, and the extreme swings between wet and dry conditions over the past two years has been unusually severe. Two rainy winters — which promoted heavy ...