Snowpack permittivity profile retrieval from tomographic SAR data

This work deals with 3D structure characterization and permittivity profile retrieval of snowpacks by tomographic SAR data processing. The acquisition system is a very high resolution ground based SAR system, developed and operated by the SAPHIR team, of IETR, University of Rennes-1 (France). It consists mainly of a vector network analyser and a multi-static antenna system, moving along two orthogonal directions, so as to obtain a two-dimensional synthetic array. Data were acquired during the AlpSAR campaign carried by the European Space Agency and led by ENVEO. In this study, tomographic imaging is performed using Time Domain Back Projection and consists in coherently combining the different recorded backscatter contributions. The assumption of free-space propagation during the focusing process is discussed and illustrated by focusing experimental data. An iterative method for estimating true refractive indices of the snow layers is presented. The antenna pattern is also compensated for. The obtained tomograms after refractive index correction are compared to the stratigraphy of the observed snowpack

[1]  Jiancheng Shi,et al.  Estimation of snow water equivalence using SIR-C/X-SAR. I. Inferring snow density and subsurface properties , 2000, IEEE Trans. Geosci. Remote. Sens..

[3]  Stefano Tebaldini,et al.  Tomographic-quality phase calibration via phase center double localization , 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

[4]  F. Holecz,et al.  Snow cover monitoring using multitemporal ERS-1 SAR data , 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

[5]  Martti Hallikainen,et al.  The use of ERS-1 SAR data in snow melt monitoring , 1997, IEEE Trans. Geosci. Remote. Sens..

[6]  Jiancheng Shi,et al.  Estimation of snow density with L-band polarimetric SAR data , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

[7]  J A Sethian,et al.  A fast marching level set method for monotonically advancing fronts. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[8]  J. Dozier,et al.  SIR-C/X-SAR investigations of snow properties in alpine region , 1995, 1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications.

[9]  Claudia Notarnicola,et al.  Wet Snow Cover Mapping Algorithm Based on Multitemporal COSMO-SkyMed X-Band SAR Images , 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[10]  Mahta Moghaddam,et al.  Two-dimensional full-wave scattering from discrete random media in layered rough surfaces , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[11]  Irena Hajnsek,et al.  Snow Height Determination by Polarimetric Phase Differences in X-Band SAR Data , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[12]  M. Hallikainen,et al.  Retrieving snow water equivalence on C- and L-band SAR data for dry snow , 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

[13]  Muhammad Bilal,et al.  Application of snowmelt runoff model for water resource management , 2011 .

[14]  Alberto Moreira,et al.  First demonstration of airborne SAR tomography using multibaseline L-band data , 2000, IEEE Trans. Geosci. Remote. Sens..

[15]  T. Guneriussen,et al.  ERS-1 SAR for snow monitoring , 1993, Proceedings of IGARSS '93 - IEEE International Geoscience and Remote Sensing Symposium.

[16]  Jiancheng Shi,et al.  Estimation of snow water equivalence using SIR-C/X-SAR , 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

[17]  Fred A. Kruse,et al.  Determination of snow depth using elevation differences determined by interferometric SAR (InSAR) , 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

[18]  Jiancheng Shi,et al.  Estimation of snow water equivalence using SIR-C/X-SAR. II. Inferring snow depth and particle size , 2000, IEEE Trans. Geosci. Remote. Sens..

[19]  L. Ferro-Famil,et al.  PoSAR: A VHR tomographic GB-SAR system application to snow cover 3-D imaging at X and Ku bands , 2012, 2012 9th European Radar Conference.

[20]  F. Ulaby,et al.  Measurements of the Dielectric Properties of Snow in the 4-18 GHz Frequency Range , 1982, 1982 12th European Microwave Conference.

[21]  J. Dozier,et al.  Active microwave measurements of snow cover progress in polarimetric SAR , 1994, Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium.

[22]  F. Ulaby,et al.  Dielectric properties of snow in the 3 to 37 GHz range , 1986 .

[23]  M. Schmid Principles Of Optics Electromagnetic Theory Of Propagation Interference And Diffraction Of Light , 2016 .

[24]  Henri Maitre,et al.  Processing of Synthetic Aperture Radar (SAR) Images , 2008 .