A data quality manager is investigating a data quality issue flagged by their automated system. She identifies nearby stations and acquires the data recorded at those stations and including other data streams from the station being investigated for the period bracketing the quality issue under investigation. The data from adjacent stations, along with the observing system metadata for those stations, is used to determine if the quality issue is genuine or a false positive.