Removing irregularities from seismic data caused by tube waves

Method of removing irregularities caused by tube waves from seismic data obtained in a borehole seismic survey, which method comprises the steps of (a) obtaining a set of original seismic data; (b) subjecting the original seismic data set to a time-shift based on an estimated tube wave velocity to align the tube waves in time; (c) applying a structurally oriented, edge-preserving filter to the time-shifted seismic data set; (d) undoing the time shift for the time-shifted, predicted tube wave data set; (e) subtracting the predicted tube wave data set from the original seismic data set; (f) subjecting the set of corrected, original seismic data to a time-shift based on a tube wave velocity opposite to the velocity used in step (b); and (g) repeating steps (c), (d) and (e).