I use only stations continuously reporting for a chosen period of time. (wattsupwiththat.com)
It then creates an index table listing all stations reporting during those years and a count of years reported and out puts a table with only stations meeting the criteria. (wattsupwiththat.com)
The temperature stations were sorted into two sets: a complete set and a set comprising only stations located far from urban areas. (skepticalscience.com)