THP.P28.4

TRAINING DATASET FOR THE MACHINE LEARNING APPROACH IN GLACIER MONITORING APPLYING SAR DATA

Łukasz Piwowar, Magdalena Łucka, Wojciech Witkowski, AGH University of Science and Technology, Poland
Session:
THP.P28: Monitoring Ice Sheets and Glaciers II Poster
Track:
Cryosphere
Location:
Poster Area 28
Presentation Time:
Thu, 20 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Giovanni Macelloni, National Research Council of Italy - Institute of Applied Physics ”Nello Carrara”
Session Managers:
HUMAIRA SANAM and Ayoti Banerjee and Imara Mohamed Nazar and sunni kanta prasad kushwaha
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Session THP.P28
THP.P28.1: DEEP NEURAL NETWORK BASED AUTOMATIC GROUNDING LINE DELINEATION IN DINSAR INTERFEROGRAMS
Sindhu Ramanath Tarekere, Lukas Krieger, German Aerospace Center, Germany; Konrad Heidler, Technical University of Munich, Germany; Dana Floricioiu, German Aerospace Center, Germany
THP.P28.2: ON THE RETRIEVAL OF ICE SHEET TEMPERATURE PROFILE BY MEANS OF LOW FREQUENCY WIDE BAND RADIOMETRY: SENSITIVITY TO THE PHYSICAL PARAMETERS
Riccardo Cerrato, Marion Leduc-Leballeur, Giovanni Macelloni, National Research Council of Italy - Institute of Applied Physics ”Nello Carrara”, Italy
THP.P28.3: ANALYSIS OF GLACIER AREA VARIATIONS IN GELADANDONG REGION FROM 1999 TO 2020
Xudong Liu, Guilin University of Technology, China; Ying Yang, Nanjing University of Science and Technology, China; Yu Liu, Chinese Academy of Sciences, China; Kun-Shan Chen, Guilin University of Technology, China
THP.P28.4: TRAINING DATASET FOR THE MACHINE LEARNING APPROACH IN GLACIER MONITORING APPLYING SAR DATA
Łukasz Piwowar, Magdalena Łucka, Wojciech Witkowski, AGH University of Science and Technology, Poland
THP.P28.5: COMPUTER VISION TECHNIQUES APPLIED TO CAPELLA SPACE VHR X-BAND SYNTHETIC APERTURE RADAR (SAR) SATELLITE DATA TO TRACK MOVEMENT: USE CASES OF GLACIAL ICE AND SHIPS
Katina Mattingly, Shaunak De, Capella Space, United States
Resources
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