WEP.P27.7

AUGMENTATION OF RADIOSONDE DATA USING GENERATIVE ADVERSARIAL NETWORKS (GAN) FOR SPATIO-TEMPORAL CHANGE ANALYSIS

GAGANPREET SINGH, SURYA S DURBHA, RAJAT SHINDE, SHREELAKSHMI C R, Indian Institute of Technology Bombay, India
Session:
WEP.P27: Atmospheric Sounding Poster
Track:
Atmosphere Applications
Location:
Poster Area 27
Presentation Time:
Wed, 19 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Bjorn Lambrigtsen, California Institute of Technology
Session Managers:
Ge Jiang and HUMAIRA SANAM and Ayoti Banerjee and Srashti Singh
Presentation
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Discussion
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Resources
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Session WEP.P27
WEP.P27.1: RETRIEVAL OF ATMOSPHERIC WATER VAPOR AND TEMPERATURE OVER ANTARCTICA AND GREENLAND
Zhimeng Zhang, California Institute of Technology, United States; Maryam Salim, Shannon Brown, Andreas Colliander, Jet Propulsion Laboratory, California Institute of Technology, United States
WEP.P27.2: PERFORMANCE TRADEOFFS OF GRATING SPECTROMETER HYPERSPECTRAL INFRARED SOUNDERS FOR PLANETARY BOUNDARY LAYER MEASUREMENTS
Thomas Pagano, National Aeronautics and Space Administration, United States
WEP.P27.3: A COMPARISON BETWEEN INTERFEROMETERS AND DIFFRACTION GRATING SPECTROMETERS PERFORMANCE FOR LOW EARTH ORBIT INFRARED SOUNDER CONSTELLATIONS
John Fisher, Ashley Raynal, Cordelia David, Brandywine Photonics, United States; Joseph Predina, Loren Woody, Logistikos Engineering, United States; David Hogan, Richard Lynch, Atmospheric and Environmental Research, United States; Frederic Grandmont, Florent Prel, ABB, Canada
WEP.P27.4: RETRIEVING EVALUATION OF SPACEBORNE MICROWAVE HYPERSPECTRAL SOUNDER FOR ATMOSPHERIC PROFILES IN CLEAR-SKY
Chao Zhang, Key Laboratory of Microwave Remote Sensing, National Space Science Center, Chinese Academy of Sciences; University of Chinese Academy of Sciences., China; Jieying He, Shengwei Zhang, Key Laboratory of Microwave Remote Sensing, National Space Science Center, Chinese Academy of Sciences., China
WEP.P27.5: An Improved Regression Method for the Retrieval of Trace Gas Profiles from Ultra-Spectral Infrared Data
Beibei Zhang, Weiyuan Yao, Ning Wang, Lingling Ma, Aerospace Information Research Institute, Chinese Academy of Sciences, China
WEP.P27.6: THE PLANETARY BOUNDARY LAYER (PBL) THERMODYNAMIC VERTICAL STRUCTURES FROM GLOBAL RADIOSONDE AND SATELLITE SOUNDING MEASUREMENTS
Qing Yue, Jet Propulsion Laboratory, California Institute of Technology, United States; Sun Wong, Hai Nguyen, Tao Wang, JPL, Caltech, United States; Wan Wu, NASA Langley Research Center, United States; John Blaisdell, Science Applications International Corporation, United States
WEP.P27.7: AUGMENTATION OF RADIOSONDE DATA USING GENERATIVE ADVERSARIAL NETWORKS (GAN) FOR SPATIO-TEMPORAL CHANGE ANALYSIS
GAGANPREET SINGH, SURYA S DURBHA, RAJAT SHINDE, SHREELAKSHMI C R, Indian Institute of Technology Bombay, India
WEP.P27.8: RESEARCH ON ATMOSPHERIC NO2 DETECTION ACCURACY BASED ON UAV PLATFORM
Xu Chen, Yunping Chen, Yongjie Chen, Yuxiang Fang, Jiaxiang Yu, University of Electronic Science and Technology of China, China; Yuan Sun, Chinese Academy of Science, China
Resources
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