The weather forecast for Jupiter calls for clouds with a chance of lightning and "mushballs"—a slushy mix of ammonia and water encased in a hard water ice shell that rain down like hail here on Earth.

Instead, however, Jupiter's upper reaches had been creating a misleading impression. "The turbulent cloud tops would lead you to believe that the atmosphere is well mixed," said Moeckel ...