Aeromancy

aeromancy  [ˈɛərəʊˌmænsɪ]

noun

Aeromancy is divination conducted by interpreting atmospheric conditions; the interpretation of the weather and atmospheric conditions to foretell the future.

Alternatives include include Arologie, Aeriology and Aërology.