Combining interferometric radar and laser altimeter data to improve estimates of topography

Interferometric synthetic aperture radar (INSAR) has been used to map terrain topography; however, accuracy is limited because observations are not measurements of true surface topography over vegetated areas. Instead, the measurements, which depend on the sensor and the vegetation, represent some height above the true surface. The authors solve an inverse problem for INSAR scattering to determine surface and vegetation elevations, and then incorporate sparse laser altimeter observations to improve the estimates of surface and vegetation elevations.

[1]  Richard M. Goldstein,et al.  Studies of multibaseline spaceborne interferometric synthetic aperture radars , 1990 .

[2]  K. Clint Slatton,et al.  Improved accuracy for interferometric radar images using polarimetric radar and laser altimetry data , 2000, 4th IEEE Southwest Symposium on Image Analysis and Interpretation.

[3]  Kostas Papathanassiou,et al.  A new technique for noise filtering of SAR interferogram phase images , 1997, IGARSS'97. 1997 IEEE International Geoscience and Remote Sensing Symposium Proceedings. Remote Sensing - A Scientific Vision for Sustainable Development.

[4]  Nikolaus Faller,et al.  First results with the airborne single-pass DO-SAR interferometer , 1995, IEEE Trans. Geosci. Remote. Sens..

[5]  Mokhtar S. Bazaraa,et al.  Nonlinear Programming: Theory and Algorithms , 1993 .

[6]  Lars M. H. Ulander,et al.  Repeat-pass SAR interferometry over forested terrain , 1995, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Richard A. Brown,et al.  Introduction to random signals and applied kalman filtering (3rd ed , 2012 .

[8]  R. Treuhaft,et al.  Vertical structure of vegetated land surfaces from interferometric and polarimetric radar , 2000 .

[9]  R. Gutierrez,et al.  Extraction of digital elevation models for airborne laser terrain mapping 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).

[10]  Carl Wunsch,et al.  Multiresolution optimal interpolation and statistical analysis of TOPEX/POSEIDON satellite altimetry , 1995 .

[11]  Lars M. H. Ulander,et al.  Repeat-pass SAR interferometry over forested terrain , 1995 .