THP.P26.1

Uncertainty-incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks

Xinwei Chen, Ray Valencia, Armina Soleymani, K Andrea Scott, Mingzhe Jiang, Linlin Xu, David A Clausi, University of Waterloo, Canada
Session:
THP.P26: Multi-Sensor Approach for Sea Ice Poster
Track:
Cryosphere
Location:
Poster Area 26
Presentation Time:
Thu, 20 Jul, 14:15 - 15:45 Pacific Time (UTC -7)
Session Chair:
Lu Zhou, University of Gothenburg
Session Managers:
HUMAIRA SANAM and Ayoti Banerjee and Imara Mohamed Nazar and sunni kanta prasad kushwaha
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Session THP.P26
THP.P26.1: Uncertainty-incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks
Xinwei Chen, Ray Valencia, Armina Soleymani, K Andrea Scott, Mingzhe Jiang, Linlin Xu, David A Clausi, University of Waterloo, Canada
THP.P26.2: Snow effects on CryoSat-2 waveform over sea ice in the Weddell Sea
Lu Zhou, University of Gothenburg, Sweden; Weixin Zhu, Tsinghua University, China; Rosemary Willatt, University College London, United Kingdom
THP.P26.3: COMPARISON OF CROSS-ENTROPY, DICE, AND FOCAL LOSS FOR SEA ICE TYPE SEGMENTATION
Rafael Pires de Lima, Behzad Vahedi, Morteza Karimzadeh, University of Colorado Boulder, United States
THP.P26.4: IDENTIFICATION OF ICE FLOE IMPACTS IN AN INERTIAL TIME SERIES AND IMPLICATIONS FOR WAVE MEASUREMENT IN PANCAKE ICE
Michael Noyce, Marcello Vichi, Robyn Verrinder, University of Cape Town, South Africa
THP.P26.5: THE DIFFERENCE OF SPATIAL DISTRIBUTION AND SEASONAL VARIATION IN SEVERAL MELT POND FRACTION DATASETS
Yuqing Qin, Jie Su, Siyi Song, Ocean University of China, China
THP.P26.6: INTERCOMPARISON OF SEA ICE TRACKING ALGORITHMS FROM MULTIFREQUENCY SAR IMAGES IN THE ARCTIC
Denis Demchev, Leif E.B. Eriksson, Chalmers University of Technology, Sweden; Anders Berg, AFRY, Sweden; Anis Elyouncha, Chalmers University of Technology, Sweden
THP.P26.7: SEA ICE DETECTION USING THE DATA OF SWIM RADAR ONBOARD CFOSAT SATELLITE WITH OTSU METHOD
Maria Panfilova, Mariya Ryabkova, Vladimir Karaev, IAP RAS, Russia
Resources
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