ICOADS evidently performs such QC basics as determining that the measurements were indeed made at sea and not on land and trimming data to produce two statistical product lines: one where a trim is based on 3.5 standard deviations of
smoothed median value for each box and three separate climatological periods and another using 4.5 standard deviations.