OK, we were not talking about how representative the data is but rather what a normal is.
Of course in an ideal world you would use a time series that is hundreds of years long... but how many stations like that, with direct measurements, do you have... you then have to choose what is better - longer series, but very few stations, or shorter series, with more stations available. There is no right or wrong answer and it always depends on the purpose of your research.