Weather prediction is mostly based off of taking statistics from years past and comparing it with modern data. It is fairly difficult to accurately predict weather patterns without knowing that areas weather history. By looking a high and low pressure systems in the area and estimating how fast and far and in what direction they will move, meteorologists create models showing how the weather will change from day to day or even over a few weeks.
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