Actually there was a great deal of astro-meteorology practiced as late as the 18th century! There are a number of books on this subject still available, the best (in my opinion) is Zain's "Astro-meteorology"...
However, I myself have never experimented with the various methods so I cannot speak from any experience regarding this subject.