We revisit the empirical moving window filtering method of Swenson andWahr (Geophys Res Lett 33:L08402,2006) and its variants, Chambers (Geophys Res Lett 33:L17603, 2006) and Chen et al. (Geophys Res Lett 34:L13302, 2007), for reducing the correlated