In this study, dual-polarimetric (DP) Synthetic Aperture Radar (SAR) data collected by the RadarSAT-2 SAR mission in Antarctica are exploited to observe Terra Nova Bay (TNB) polynya, Ross Sea, Antarctica. Single-polarization segmentation and a dual-polarimetric classification scheme are adopted to analyze the polynya. Experimental results show that single-polarization segmentation allows correctly extracting polynya; while dual-polarimetric information provides additional information that allows a rough classification according to the dominant scattering mechanism that characterizes the observed scene.

Observations of Terra Nova Bay polynya by RadarSAT-2: Dual-and single-polarization methods / Nunziata, F.; Buono, A.; Moctezuma-Flores, M.; Parmiggiani, F.; Migliaccio, M.. - (2017), pp. 1-4. ( 3rd IEEE International Forum on Research and Technologies for Society and Industry, RTSI 2017 ita ) [10.1109/RTSI.2017.8065884].

Observations of Terra Nova Bay polynya by RadarSAT-2: Dual-and single-polarization methods

Nunziata, F.;Migliaccio, M.
2017

Abstract

In this study, dual-polarimetric (DP) Synthetic Aperture Radar (SAR) data collected by the RadarSAT-2 SAR mission in Antarctica are exploited to observe Terra Nova Bay (TNB) polynya, Ross Sea, Antarctica. Single-polarization segmentation and a dual-polarimetric classification scheme are adopted to analyze the polynya. Experimental results show that single-polarization segmentation allows correctly extracting polynya; while dual-polarimetric information provides additional information that allows a rough classification according to the dominant scattering mechanism that characterizes the observed scene.
2017
3rd IEEE International Forum on Research and Technologies for Society and Industry, RTSI 2017
Multi-polarization SAR images; RadarSAT-2; Terra Nova Bay polynya; Computer Networks and Communications; Computer Science Applications1707 Computer Vision and Pattern Recognition; Energy Engineering and Power Technology; Industrial and Manufacturing Engineering; Health (social science); Management of Technology and Innovation; Artificial Intelligence
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Observations of Terra Nova Bay polynya by RadarSAT-2: Dual-and single-polarization methods / Nunziata, F.; Buono, A.; Moctezuma-Flores, M.; Parmiggiani, F.; Migliaccio, M.. - (2017), pp. 1-4. ( 3rd IEEE International Forum on Research and Technologies for Society and Industry, RTSI 2017 ita ) [10.1109/RTSI.2017.8065884].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1718625
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