Ice Sheet Bed Mapping With Airborne SAR Tomography

We develop and then demonstrate a 3-D tomographic ice sounding method applied to very high frequency (VHF) radar data that produces swath measurements of ice sheet surface topography, ice thickness, and radar reflectivity of both the surface and bed of the ice sheet. First, we formulate the ice sheet imaging problem as a problem of estimating signal arrival angles and illustrate how the method resolves ambiguous echoes arriving simultaneously from the left and right sides of the aircraft, as well as from the surface and base of the ice sheet. We then discuss why we chose the time-domain subaperture method for 2-D image formation for ice sounding. We apply the tomographic technique to the data that we collected in May 2006 and again in July 2008 from a multiple-phase-center VHF radar system. We present 3-D images of the upper and lower surfaces of the ice sheet and compare the estimated surface topography with Ice, Cloud, and land Elevation Satellite altimeter nadir track measurements and the measured swath ice thickness with independent nadir depth sounder tracks. We achieved a 5-m surface topography accuracy and a 14-m ice thickness accuracy.

[1]  Eric Rignot,et al.  Recommendations for the collection and synthesis of Antarctic Ice Sheet mass balance data , 2004 .

[2]  Richard K. Moore,et al.  An improved coherent radar depth sounder , 1998, Journal of Glaciology.

[3]  Kenneth C. Jezek,et al.  Dual-Frequency and Multi-Receiver Radars for Sounding and Imaging Polar Ice Sheets , 2008 .

[4]  Petre Stoica,et al.  MUSIC, maximum likelihood and Cramer-Rao bound , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[5]  Xiaoqing Wu,et al.  Two-Frequency Radar Experiments for Sounding Glacier Ice and Mapping the Topography of the Glacier Bed , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[6]  Prasad Gogineni,et al.  Ice-sheet bed 3-D tomography , 2010, Journal of Glaciology.

[7]  Petre Stoica,et al.  MUSIC, maximum likelihood and Cramer-Rao bound: further results and comparisons , 1989, International Conference on Acoustics, Speech, and Signal Processing,.

[8]  Kenneth C. Jezek,et al.  Glaciers and Ice Sheets Mapping Orbiter concept , 2006 .

[9]  Xiaoqing Wu,et al.  Radar images of the bed of the Greenland Ice Sheet , 2011 .

[10]  Noppasin Niamsuwan,et al.  Electromagnetic Scattering Models for the Global Ice Sheet Mapping Orbiter Demonstrator , 2009 .

[11]  R. O. Schmidt,et al.  Multiple emitter location and signal Parameter estimation , 1986 .

[12]  R. Keith Raney Radar Sounder: Cross-Track Polarimetric Selectivity , 2008 .

[13]  D. Munson,et al.  A tomographic formulation of spotlight-mode synthetic aperture radar , 1983, Proceedings of the IEEE.

[14]  F. Natterer The Mathematics of Computerized Tomography , 1986 .

[15]  J. Curlander,et al.  Global Ice Sheet Mapping Observatory , 2009 .

[16]  Kenneth C. Jezek,et al.  Global Ice Sheet Mapping Orbiter Concept: Airborne Experiments , 2008 .

[18]  Kostas Papathanassiou,et al.  First demonstration of airborne SAR tomography using multibaseline L-band data , 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293).

[19]  Ilan Ziskind,et al.  Maximum likelihood localization of multiple sources by alternating projection , 1988, IEEE Trans. Acoust. Speech Signal Process..

[20]  T. H. Jacka,et al.  Recommendations for the collection and synthesis of Antarctic Ice Sheet mass balance data , 2004 .

[21]  Chung-Chi Lin,et al.  Radio Echo Sounding of Pine Island Glacier, West Antarctica: Aperture Synthesis Processing and Analysis of Feasibility From Space , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[22]  Lars M. H. Ulander,et al.  Synthetic-aperture radar processing using fast factorized back-projection , 2003 .

[23]  H. Scudder Introduction to computer aided tomography , 1978, Proceedings of the IEEE.

[24]  M. E. Peters,et al.  Along-Track Focusing of Airborne Radar Sounding Data From West Antarctica for Improving Basal Reflection Analysis and Layer Detection , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[25]  Torry L. Akins,et al.  Focused synthetic aperture radar processing of ice-sounder data collected over the Greenland ice sheet , 2001, IEEE Trans. Geosci. Remote. Sens..