re: Weather forecasts and statistics

Garbage in, garbage out certainly applies but there is also an issue of resolution. They cut the atmosphere into blocks, and the highest resolution models currently can get it down to about 4km and those are typically very short term. So subtle features get missed. The longer forecasting global models don't have that level of resolution.