Title :
Baltic Sea Ice Concentration Estimation Based on C-Band HH-Polarized SAR Data
Author_Institution :
Marine Res., Finnish Meteorol. Inst., Helsinki, Finland
Abstract :
Ice concentration measurements are important information e.g., for navigation, ice modeling, and climate change research. Here we present an algorithm for estimating ice concentration from C-band SAR data. The resolution of SAR data is significantly higher than the resolution of the current operational ice concentration products based on radiometer data. Our algorithm is based on segment-wise autocorrelation distributions. The algorithm results were compared with two reference data sets: ice concentrations from the Finnish Ice Service (FIS) ice charts, and ice concentrations from the radiometer-based operational ice concentration algorithm of University of Bremen. The new algorithm gives reasonable ice concentration estimates in a high resolution (500 m) for an arbitrary segmentation.
Keywords :
geophysical image processing; oceanographic regions; oceanographic techniques; radar polarimetry; radiometry; remote sensing by radar; sea ice; synthetic aperture radar; Baltic Sea ice concentration estimation; Bremen university; C-band HH-polarized SAR data; Finnish ice service ice charts; climate change research; ice modeling; radiometer-based operational ice concentration algorithm; segment-wise autocorrelation distributions; synthetic aperture radar data; Algorithm design and analysis; Ice thickness; Image segmentation; Sea ice; Synthetic aperture radar; Autocorrelation; C-band; EM algorithm; SAR; ice concentration; mixed distributions;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2012.2209199