Finnish Meteorological Institute, Marine Research, P.O. Box 503, 00101 Helsinki, Finland
Received: 16 Jun 2015 – Discussion started: 03 Aug 2015
Abstract. We present methods to utilise CryoSat-2 (CS-2) synthetic aperture radar (SAR) mode data in operational ice charting. We compare CS-2 data qualitatively to SAR mosaics over the Barents and Kara seas. Furthermore, we compare the CS-2 to archived operational ice charts. We present distributions of four CS-2 waveform parameters for different ice types as presented in the ice charts. We go on to present an automatic classification method for CS-2 data which, after training with operational ice charts, is capable of determining open ocean from ice with a hit rate of > 90 %. The training data are dynamically updated every 5 days using the most recent 15 days of CS-2 data and operative ice charts. This helps the adaption of the classifier to the evolving ice/snow conditions throughout winter. The classifier is also capable of detecting three different ice classes (thin and thick first-year ice as well as old ice) with success rates good enough for the output to be usable to support operational ice charting. Finally, we present a near-real-time CS-2 product just plotting the waveform characteristics and conclude that even such a simple product is usable for some of the needs of ice charting.
Revised: 28 Nov 2015 – Accepted: 17 Dec 2015 – Published: 18 Jan 2016
Rinne, E. and Similä, M.: Utilisation of CryoSat-2 SAR altimeter in operational ice charting, The Cryosphere, 10, 121-131, doi:10.5194/tc-10-121-2016, 2016.