Abstract. This study demonstrates that ordinary kriging in spherical coordinates using experimental semi-variograms provides highly usable results, especially near the pole in winter and/or where there could be data missing over large areas. In addition, kriging allows display of the spatial variability of daily ozone measurements at dierent pressure levels. Three satellite data sets were used: Total Ozone Mapping Spectrometer (TOMS) data, Solar Backscattered UltraViolet (SBUV), and the Stratospheric Aerosol and Gas Experiment (SAGE II) ozone pro®les. Since SBUV is a nadir-viewing instrument, measurements are only taken along the sunsynchronous polar orbits of the satellite. SAGE II is a limb-viewing solar occultation instrument, and measurements have high vertical resolution but poor daily coverage. TOMS has wider coverage with equidistant distribution of data (resolution 1 Â 1X25 ) but provides no vertical information. Comparisons of the resulting SBUV-interpolated (column-integrated) ozone ®eld with TOMS data are strongly in agreement, with a global correlation of close to 98%. Comparisons of SBUVinterpolated ozone pro®les with daily SAGE II pro®les are relatively good, and comparable to those found in the literature. The interpolated ozone layers at dierent pressure levels are shown.