FR3.R10.5

APPLICATION-SPECIFIC SYNTHETIC APERTURE RADAR IMAGE CLUSTERING WITH CONVOLUTIONAL AUTOENCODERS ON EXAMPLE OF SENTINEL-1 SCENES ACQUIRED OVER SEA ICE

Dmitrii Murashkin, German Aerospace Center (DLR), Germany
Session:
FR3.R10: Sea Ice III Oral
Track:
Cryosphere
Location:
Jupiter Hall
Presentation Time:
Fri, 12 Jul, 15:36 - 15:50
Session Co-Chairs:
Ioanna Merkouriadi, Finnish Meteorological Institute and Dmitrii Murashkin, German Aerospace Center (DLR)
Presentation
Discussion
Resources
No resources available.
Session FR3.R10
FR3.R10.1: ESTIMATING ARCTIC SEA ICE MELT POND DEPTH AND WATER VOLUME WITH OPTICAL SATELLITE IMAGERY
Xudong Li, Chuan Xiong, Southwest Jiaotong University, China
FR3.R10.2: INVESTIGATING LIQUID SOURCES ON ARCTIC SEA ICE AND THEIR EFFECT IN REMOTE SENSING OBSERVATIONS
Ioanna Merkouriadi, Finnish Meteorological Institute, Finland; Eero Rinne, The University Centre in Svalbard, Norway; Heidi Sallila, Finnish Meteorological Institute, Finland; Glen Liston, Colorado State University, United States
FR3.R10.3: RELATION BETWEEN GG-R CARRIER PHASE SIGNAL COHERENCY AND SEA ICE CONCENTRATION OVER HUDSON BAY
Raquel Navarro Buendía, Sajad Tabibi, Olivier Francis, University of Luxembourg, Luxembourg
FR3.R10.4: ENHANCING MODIS DATA GAPS WITH AUTOML: A NEW APPROACH TO ARCTIC ICE SURFACE TEMPERATURE ESTIMATION
Sungwoo Park, Pukyong National University, Korea (South); No-Hun Seong, Korea Aerospace Research Institute, Korea (South); Suyoung Sim, Jongho Woo, Kyung-Soo Han, Pukyong National University, Korea (South)
FR3.R10.5: APPLICATION-SPECIFIC SYNTHETIC APERTURE RADAR IMAGE CLUSTERING WITH CONVOLUTIONAL AUTOENCODERS ON EXAMPLE OF SENTINEL-1 SCENES ACQUIRED OVER SEA ICE
Dmitrii Murashkin, German Aerospace Center (DLR), Germany
FR3.R10.6: SEA ICE CLASSIFICATION USING COMBINED SENTINEL-1 AND SENTINEL-3 DATA
Stefan Wiehle, Dmitrii Murashkin, Anja Frost, German Aerospace Center (DLR), Germany; Christine König, Thomas König, König & Partner, Fernerkundung GbR, Germany
FR3.R10.7: METHOD FOR CALCULATING THE DEPENDENCE OF THE BACKSCATTERING RADAR CROSS SECTION FOR FRESHWATER ICE ON THE INCIDENCE ANGLE USING THE DOPPLER SPECTRUM
Dmitriy Kovaldov, Yury Titchenko, Vladimir Karaev, Maria Panfilova, Eugeny Meshkov, Kirill Ponur, Federal Research Center A.V. Gaponov-Grekhov Institute of Applied Physics of the Russian Academy of Sciences (IAP RAS), Russia
Resources
No resources available.