THP.P27.7

DEEP LEARNING FOR SEA ICE CHARTING USING SENTINEL-1 SAR AND MICROWAVE RADIOMETER DATA AND HIGH-END COMPUTING

Divyajyoti Sarkar, Prakash P S, Irish Centre for High-End Computing, Ireland
Session:
THP.P27: Active and Passive Remote Sensing of Sea Ice Poster
Track:
Cryosphere
Location:
Poster Area 27
Presentation Time:
Thu, 20 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Fernando Pena Cantu, University of Waterloo
Session Managers:
HUMAIRA SANAM and Ayoti Banerjee and Imara Mohamed Nazar and sunni kanta prasad kushwaha
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Session THP.P27
THP.P27.1: EXPERIMENTAL MEASUREMENTS OF THE DOPPLER SPECTRUM OF THE REFLECTED SIGNAL AT NEAR-NADIR PROBING: BACKSCATTERING FROM ICE AND WATER SURFACE
Maria Ryabkova, Vladimir Karaev, Yury Titchenko, Kirill Ponur, Kseniya Epanova, Eugeny Meshkov, Maria Panfilova, Dmitry Kovaldov, Ivan Osharin, Institute of Applied Physics RAS, Russia; ,
THP.P27.2: SEA ICE SEGMENTATION FROM SAR DATA BY CONVOLUTIONAL TRANSFORMER NETWORKS
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, University Politehnica of Bucharest, Romania
THP.P27.3: INCIDENCE ANGLE DEPENDENCE OF TEXTURE FEATURES FROM DUAL POLARIZATION RADARSAT-2 SEA ICE IMAGERY
Fernando Pena Cantu, Xinwei Chen, Linlin Xu, Max Manning, K Andrea Scott, David Clausi, University of Waterloo, Canada
THP.P27.4: Analysis of Time Series of Polarimetric Sea Ice Signatures observed in fast ice in the Belgica Bank Area
Torbjorn Eltoft, Malin Johansson, Johannes Lohse, UiT the Arctic University of Norway, Norway; Laurent Ferro-Famil, Institut Supérieur de l'Aéronautique et de l'Espace, France
THP.P27.5: Development and evaluation of IceCREAM, a Sea Ice Concentration algorithm for the Copernicus Imaging Microwave Radiometer (CIMR)
Lise Kilic, Estellus, France; Catherine Prigent, Filipe Aires, Victor Pellet, Paris Observatory, France; Carlos Jimenez, Estellus, France
THP.P27.6: ACTIVE AND PASSIVE MICROWAVE DATA FUSION BASED SEA ICE CONCENTRATION ESTIMATION
Yu Zhang, Wuhan University, China; Tingting Zhu, Nanjing Tech University, China; Shengkai Zhang, Fei Li, Wuhan University, China
THP.P27.7: DEEP LEARNING FOR SEA ICE CHARTING USING SENTINEL-1 SAR AND MICROWAVE RADIOMETER DATA AND HIGH-END COMPUTING
Divyajyoti Sarkar, Prakash P S, Irish Centre for High-End Computing, Ireland
THP.P27.8: A LONG-TERM PREDICTION OF ARCTIC SEA ICE CONCENTRATIONS USING UNET APPROACH
Young Jun Kim, Jungho Im, Daehyeon Han, Ulsan National Institute of Science and Technology, South Korea
Resources
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