> the weather places trot out a half dozen different model predictions saying different things

This should give you a hint that it's not as simple as having enough weather data.

You are trying to predict a chaotic weather system that is impacted by everything from sea temperatures, sun activity, wind, volcanoes, bushfires, atmosphere changes etc. Much of which we don't even have enough data for or a complete understanding of.