IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

FR1.O-17: Advanced GNSS Methods for Spatial and Temporal Predictions

Fri, 16 Jul, 08:30 - 10:00 (UTC)
Fri, 16 Jul, 10:30 - 12:00 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 16:30 - 18:00 China Standard Time (UTC +8)
Fri, 16 Jul, 04:30 - 06:00 Eastern Daylight Time (UTC -4)

Session Co-Chairs: Mostafa Kiani Shahvandi, ETH Zurich and Nikolaos Doulamis, National Technical University of Athens

Session Manager: Alex Levering

Track: Special Themes

FR1.O-17.1: MODIFIED DEEP TRANSFORMERS FOR GNSS TIME SERIES PREDICTION

Mostafa Kiani Shahvandi, Benedikt Soja, ETH Zurich, Switzerland

FR1.O-17.2: Spatio-temporal ionospheric TEC prediction using a deep CNN-GRU model on GNSS measurements

Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios Doulamis, Demitris Delikaraoglou, National Technical University of Athens, Greece

FR1.O-17.3: REAL-TIME GNSS METEOROLOGY IN EUROPE – HURRICANE LORENZO CASE STUDY

Tomasz Hadas, University of Stuttgart, Germany; Michael Bender, Deutscher Wetterdienst (DWD), Germany; Grzegorz Marut, Wrocław University of Environmental and Life Sciences, Poland; Thomas Hobiger, University of Stuttgart, Germany

FR1.O-17.4: ESTIMATING HIGH AMPLITUDE WATER LEVEL VARIATIONS DURING ASYMMETRIC TIDES IN THE GARONNE RIVER WITH GNSS-REFLECTOMETRY

Pierre Zeiger, LEGOS, UMR 5566, CNES/CNRS/UPS/IRD, France; Frédéric Frappart, Laboratoire d’Etudes en Géophysique et Océanographie Spatiales (LEGOS), France; José Darrozes, GET, UMR 5563, CNES/CNRS/UPS/IRD, France; Philippe Bonneton, Natalie Bonneton, EPOC, UMR 5805, CNRS/Université de Bordeaux, France

FR1.O-17.5: A PERFORMANCE ASSESSMENT OF POLARIMETRIC GNSS-R SEA LEVEL MONITORING IN THE PRESENCE OF SEA SURFACE ROUGHNESS

Mahmoud Rajabi, Mostafa Hoseini, Hossein Nahavandchi, Norwegian University of Science and Technology NTNU, Norway; Maximilian Semmling, German Aerospace Center (DLR), Germany; Markus Ramatschi, German Research Centre for Geosciences GFZ, Germany; Mehdi Goli, Shahrood University of Technology, Iran; Rudiger Haas, Chalmers University of Technology, Sweden; Jens Wickert, German Research Centre for Geosciences GFZ / Technische Universität Berlin, Germany

FR1.O-17.6: A NEW METHOD FOR OCEAN WIND DIRECTION RETRIEVAL FROM DELAY-DOPPLER MAPS USING STARE PROCESSING AND MACHINE LEARNING: PRELIMINARY SIMULATION RESULTS

Ian Collett, Yunxiang Liu, Y. Jade Morton, University of Colorado Boulder, United States