Why probability is the key to future weather forecasts
for month-ahead predictions, with research as far back as 1986 on running the forecast multiple times to better understand the likely scenarios for the atmosphere. Just small changes in starting conditions can result in big changes to forecasts, usually at longer ranges but sometimes at short ranges