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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH2.MM-14.9

ARCTIC SEA ICE MAPPING USING SENTINEL-1 SAR SCENES WITH A CONVOLUTIONAL NEURAL NETWORK

Dmitrii Murashkin, University of Bremen, Germany; Anja Frost, German Aerospace Center (DLR), Germany
Session:
Sea Ice I
Track:
Cryosphere
Presentation Time:
Thu, 15 Jul, 11:40-11:45 (UTC)
Thu, 15 Jul, 13:40-13:45 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 19:40-19:45 China Standard Time (UTC +8)
Thu, 15 Jul, 07:40-07:45 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Xiaolong Dong, National Space Science Center, Chinese Academy of Science (NSSC-CAS) and Xu Shiming , Tsinghua University
Session Manager:
Eduard Khachatrian
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Session TH2.MM-14
TH2.MM-14.1: REMOTE SENSING OF SEA ICE AT SMALL INCIDENCE ANGLES: VERIFICATION OF THEORETICAL MODELS
Vladimir Karaev, Mariya Panfilova, Mariya Ryabkova, Yury Titchenko, Eugeny Meshkov, Institute of Applied Physics, Russian Academy of Sciences, Russia
TH2.MM-14.2: SYNERGISTIC USE OF SATELLITE SCATTEROMETER, SAR AND ALTIMETER DATA ‎TO STUDY FIRST YEAR SEA ICE PROPERTIES
Elizaveta Zabolotskikh, Ekaterina Balashova, Vladimir Kudryavtsev, Russian State Hydrometeorological University, Russia; Bertrand Chapron, Ifremer‎, France
TH2.MM-14.3: RETRIEVAL OF THIN ICE THICKNESS FROM FY-3D/MWRI BRIGHTNESS TEMPERATURE IN THE ARCTIC
Ningning Liu, Haihua Chen, Kun Ni, Lele Li, College of Information Science and Engineering Ocean University of China, China
TH2.MM-14.4: VALIDATION OF ADVANCED METHOD FOR SEA ICE CONCENTRATION RETRIEVAL FROM THE AMSR2 MEASUREMENTS AT 89 GHZ.
Margarita Zhivotovskaia, Elizaveta Zabolotskikh, Ekaterina Balashova, Russian State Hydrometeorological University, Russia; Bertrand Chapron, Ifremer, France
TH2.MM-14.5: POLAR SEA ICE DETECTION WITH THE CFOSAT SCATTEROMETER
Liling Liu, China University of Mining and Technology, China; Xiaolong Dong, National Space Science Center, Chinese Academy of Sciences, China; Wenming Lin, Nanjing University of Information Science and Technology, China; Shuyan Lang, National Satellite Ocean Application Service, China; Liting Wang, North China Institute of Computing Technology, China
TH2.MM-14.6: MONITORING ARCTIC SEA ICE DURING ONE YEAR: LINARLY POLARIZED GNSS-REFLECTOMETRY AT THE MOSAIC CAMPAIGN
Estel Cardellach, Weiqiang Li, Serni Ribó, Antonio Rius, Institut de Ciencies de l'Espai (ICE-CSIC) Institut d'Estudis Espacials de Catalunya (IEEC), Spain; Julienne Stroeve, Vishnu Nandan, Centre for Earth Observation Science, University of Manitoba, University College London, Canada; Polona Itkin, UiT The Arctic University of Norway, Norway; Rasmus Tage Tonboe, Danish Meteorological Institute, Denmark; Stefan Hendricks, Alfred-Wegener-Institute Helmholtz Center for Polar and Marine Research (AWI), Germany; Marcus Huntemann, Gunnar Spreen, Institute of Environmental Physics, University of Bremen, Germany; Tânia Casal, Manuel Martin-Neira, European Space Agency, ESTEC, Netherlands
TH2.MM-14.7: ARCTIC SEA ICE THICKNESS ESTIMATION FROM ICESAT-2 USING DIFFERENT PARAMETER SCHEMES
Shuang Liang, Jiangyuan Zeng, Zhen Li, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China
TH2.MM-14.8: EVALUATION OF A NEURAL NETWORK ON SEA ICE CONCENTRATION ESTIMATION IN MIZ USING PASSIVE MICROWAVE DATA
Armina Soleymani, K. Andrea Scott, University of Waterloo, Canada
TH2.MM-14.9: ARCTIC SEA ICE MAPPING USING SENTINEL-1 SAR SCENES WITH A CONVOLUTIONAL NEURAL NETWORK
Dmitrii Murashkin, University of Bremen, Germany; Anja Frost, German Aerospace Center (DLR), Germany

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