Title :
Comparison Between Envisat SAR and 3-D Laser Scanner Statistics for the Baltic Sea Ice
Author :
Similä, Markku ; Mäkynen, Marko ; Heiler, Istvan ; Hallikainen, Martti
Author_Institution :
Finnish Inst. of Marine Res., Helsinki
Abstract :
Airborne laser scanner (ALS) measurements along with a nearly coincident ENVISAT APP image were acquired in the Baltic Sea in March 2005 under cold conditions. The ALS data were processed to ice freeboard data. The data is analyzed using non-overlapping windows with a resolution of 300 m. First, a correlation analysis between different freeboard statistics and sigmadeg is performed. Then, using a nonlinear regression model the dependence between the mean sigmadeg and the mean freeboard is studied. The inversion from sigmadeg to freeboard obtained in this manner gave surprising good results. The whole SAR image (only HH polarization) was inverted using the same technique and the resulting freeboard histogram is discussed. Finally, the factors contributing to the results are shortly reviewed.
Keywords :
geophysical signal processing; oceanographic equipment; oceanographic regions; oceanographic techniques; optical radar; radar signal processing; regression analysis; remote sensing by laser beam; remote sensing by radar; sea ice; synthetic aperture radar; 3D laser scanner statistics; AD 2005 03; Baltic Sea ice; ENVISAT SAR; SAR image inversion; airborne laser scanner; correlation analysis; ice freeboard statistics; nonlinear regression model; nonoverlapping windows; Hafnium; Ice surface; Ice thickness; Laser radar; Laser theory; Sea ice; Sea measurements; Statistical analysis; Statistics; Synthetic aperture radar; SAR; radar scattering; sea ice;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4779918