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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE4.O-14.1

PM2.5 CLASSIFICATION THROUGH CONVOLUTIONAL RECURRENT NEURAL NETWORKS APPLIED TO MODIS AOD AND TOA REFLECTANCE IMAGES

Yuwei Zhou, John Kerekes, Rochester Institute of Technology, United States
Session:
Remote Sensing of Aerosols and Atmospheric Correction II
Track:
Atmosphere Applications
Presentation Time:
Wed, 14 Jul, 14:40-14:55 (UTC)
Wed, 14 Jul, 16:40-16:55 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 22:40-22:55 China Standard Time (UTC +8)
Wed, 14 Jul, 10:40-10:55 Eastern Daylight Time (UTC -4)
Session Chair:
Erwin Wolters, VITO
Session Manager:
Xiaohui Pan
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Session WE4.O-14
WE4.O-14.1: PM2.5 CLASSIFICATION THROUGH CONVOLUTIONAL RECURRENT NEURAL NETWORKS APPLIED TO MODIS AOD AND TOA REFLECTANCE IMAGES
Yuwei Zhou, John Kerekes, Rochester Institute of Technology, United States
WE4.O-14.2: ANALYSIS OF AERONET EXTENDED WAVELENGTH RETRIEVALS OF AEROSOL ABSORPTION PARAMETERS INCLUDING 380 NM AND 500 NM FOR DETECTION OF BROWN CARBON IN BIOMASS BURNING AND IRON OXIDES IN DESERT DUST
Thomas Eck, USRA, NASA Goddard Space Flight Center, United States; Brent Holben, NASA Goddard Space Flight Center, United States; Alexander Sinyuk, David Giles, SSAI/GSFC, United States; Antti Arola, Finnish Metereological Institute, Finland; Jeffrey Reid, NRL, United States; Ilya Slutsker, Joel Schafer, Mikhail Sorokin, Alexander Smirnov, Anthony LaRosa, SSAI/GSFC, United States; Jason Kraft, FiberTek/GSFC, United States
WE4.O-14.3: Deep Neural Network Architecture Search for Emulating Physical Parameterization of Planetary Boundary Layer Height
Phuong Nguyen, Rahul Gite, Zhifeng Yang, Milton Halem, University Of Maryland Baltimore County, United States
WE4.O-14.4: Estimation of an aerosol plume mass balance from plume property retrievals computed by the combination of the Sentinel-2 data with hyperspectral data coupled with an optimal estimation method.
Gabriel Calassou, Pierre-Yves Foucher, ONERA, France; Jean-François Léon, Laboratoire d'Aérologie, France
WE4.O-14.5: IMPLEMENTING PREFERENTIALLY-ALIGNED PARTICLES IN THE OPENSSP PARTICLE AND SCATTERING DATABASE
Ian Adams, NASA Goddard Space Flight Center, United States; Robert Schrom, NASA Goddard Space Flight Center and USRA, United States; Stephen Munchak, NASA Goddard Space Flight Center, United States; Kwo-Sen Kuo, Rachael Kroodsma, NASA Goddard Space Flight Center and ESSIC, United States; Ines Fenni, University of California, Los Angeles and JPL, United States
WE4.O-14.6: Mapping of Stratospheric Intrusion and Polar Vortex Breakup Using Ozone from CrIS SFOV Retrievals and Comparison with Model
Xiaozhen Xiong, Xu Liu, NASA Langley Research Center, United States; Wan Wu, Qiguang Yang, Science Systems and Applications, Inc., United States; Jason Welsh, Universities and Space Research Association (USRA), United States; Daniel K. Zhou, NASA Langley Research Center, United States

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