Many years ago I read something from
Michael E. Mann
about related stations. He said that station related in space to each other showed the same trends, and you could use stations 500 miles apart to get an idea of how large areas are changing. My own research confirmed this, especially if you don't use outlier stations, where the data does not match the majority of stations.
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