Using the Interferometric Capabilities of the ESA CryoSat-2 Mission to Improve the Accuracy of Sea Ice Freeboard Retrievals

A significant source of error in the retrieval of sea ice freeboard from pulse-limited radar altimeters arises when scattering from off-nadir leads dominates the power echo causing the onboard tracker to “snag” and overestimate the two-way travel time. This range overestimate translates into an ocean elevation underestimate relative to the ice surface and an overestimate of the sea ice freeboard. We demonstrate using interferometric CryoSat-2 data that it is possible to infer the across-track angle of return to off-nadir leads and their location in the CryoSat-2 footprint and hence correct for the associated range error for the first time. It is found that specular scattering from leads can dominate the radar echo some 1530 m off nadir. Over the region studied, the mean ocean elevation bias is closely associated with the “pulse peakiness” (PP) parameter used for identifying specular waveforms. Considering only the most specular waveforms, the elevation bias was measured to be -1.21 ±0.93 cm. However, lowering the PP threshold includes lower power waveforms originating from higher off-nadir angles, and the elevation bias becomes -4.06 ±1.66 cm. Unaccounted for, these biases represent an ~ 10-40-cm overestimate in ice thickness. Despite the relatively large error on the mean bias, correcting for off-nadir ranging contributes only a small amount to the elevation uncertainty when combined with range and orbit determination uncertainties. We found that making use of CryoSat-2's interferometric mode over sea ice ultimately decreases the uncertainty on the area-averaged ocean elevation by allowing the inclusion of more waveforms in the analysis.

[1]  H. Zwally,et al.  Overview of the ICESat Mission , 2005 .

[2]  Mark R. Drinkwater,et al.  K u band airborne radar altimeter observations of marginal sea ice during the 1984 Marginal Ice Zone Experiment , 1991 .

[3]  R. Scharroo,et al.  Antarctic elevation change from 1992 to 1996 , 1998, Science.

[4]  Ron Kwok,et al.  Dynamic topography of the ice‐covered Arctic Ocean from ICESat , 2011 .

[5]  Duncan J. Wingham CryoSat: a mission to determine fluctuations in the Earth's ice fields , 2002, IEEE International Geoscience and Remote Sensing Symposium.

[6]  J. R. Jensen Angle measurement with a phase monopulse radar altimeter , 1999 .

[7]  Lars M. H. Ulander,et al.  Sea ice altimetry , 2013 .

[8]  Seymour W. Laxon,et al.  Five years of Arctic sea ice freeboard measurements from the Ice, Cloud and land Elevation Satellite , 2009 .

[9]  Ron Kwok,et al.  Thinning and volume loss of the Arctic Ocean sea ice cover: 2003–2008 , 2009 .

[10]  Seymour W. Laxon,et al.  Sea surface height determination in the Arctic Ocean from ERS altimetry , 2004 .

[11]  R. Keith Raney,et al.  The delay/Doppler radar altimeter , 1998, IEEE Trans. Geosci. Remote. Sens..

[12]  H. J. Zwally,et al.  Slope‐induced errors in radar altimetry over continental ice sheets , 1983 .

[13]  Seymour W. Laxon,et al.  Sea ice altimeter processing scheme at the EODC , 1994 .

[14]  Duncan J. Wingham,et al.  The mean echo and echo cross product from a beamforming interferometric altimeter and their application to elevation measurement , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[15]  Andrew Shepherd,et al.  Recent Sea-Level Contributions of the Antarctic and Greenland Ice Sheets , 2007, Science.

[16]  Jack L. Saba,et al.  Mass changes of the Greenland and Antarctic ice sheets and shelves and contributions to sea-level rise: 1992-2002 , 2005 .

[17]  H. Jay Zwally,et al.  Mean dynamic topography of the Arctic Ocean , 2012 .

[18]  Robert Cullen,et al.  Calibration of the CryoSat-2 Interferometer and Measurement of Across-Track Ocean Slope , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[19]  Neil Peacock,et al.  High interannual variability of sea ice thickness in the Arctic region , 2003, Nature.

[20]  L. N. Connor,et al.  Comparison of Envisat radar and airborne laser altimeter measurements over Arctic sea ice , 2009 .