17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

MO6.V17.10

TEMPORAL MLP NETWORK FOR PM 2.5 ESTIMATION

Yuwei Zhou, John Kerekes, Rochester Institute of Technology, United States
Session:
Atmospheric monitoring and prediction Multimedia Virtual
Track:
Atmosphere Applications
Location:
Virtual Room 17
Presentation Time:
Mon, 18 Jul, 21:35 - 22:45 Malaysia Time (UTC +8)
Mon, 18 Jul, 15:35 - 16:45 Central European Time (UTC +1)
Mon, 18 Jul, 13:35 - 14:45 UTC
Mon, 18 Jul, 09:35 - 10:45 Eastern Time (UTC -5)
Session Chair:
Yong Xue, China University of Mining and Technology
Session Manager:
Amirtha Sangeetha Ganesan
Presentation
Discussion
Resources
No resources available.
Session MO6.V17
MO6.V17.1: CALCULATING THE WEIGHT FUNCTIONS FOR MICROWAVE HUMIDITY AND TEMPERATURE SOUNDER ONBOARD CHINESE FY-3D SATELLITE BASED ON DEEP NEURAL NETWORK
Qiurui He, Luoyang Normal University, China; Jiaoyang Li, Michigan State University, United States; Zhenzhan Wang, Chinese Academy of Sciences, China; Lanjie Zhang, Beijing Information Science and Technology University, China
MO6.V17.2: THE FUSION ALGORITHM OF XCO2 PRODUCTS: APPLIED TO GOSAT
Chunlin Jin, Yong Xue, Liang Zhao, Xingxing Jiang, Tao Yuan, Yuxin Sun, Shuhui Wu, China University of Mining and Technology, China
MO6.V17.3: RESEARCH ON THE POTENTIAL EMISSION SOURCE AREAS OF THE PRIMARY AIR POLLUTANTS IN XUZHOU CITY
Wenhao Liu, Yong Xue, Xiaolu Ling, Yuxin Sun, Xingxing Jiang, Xiangkai Wang, Botao He, China University of Mining and Technology, China
MO6.V17.4: AEROSOL CHARACTERIZATION USING MACHINE LEARNING
Vijay Natraj, Jet Propulsion Laboratory, California Institute of Technology, United States; Sihe Chen, Zhao-Cheng Zeng, Yuk L. Yung, California Institute of Technology, United States
MO6.V17.5: IONOSPHERIC SIGNAL PROPAGATION SIMULATOR FOR EARTH OBSERVATION MISSIONS
Elena Fernández-Niño, Carlos Molina, Adriano Camps, Universitat Politècnica de Catalunya, Spain
MO6.V17.6: FUSION CLOUD DETECTION OF MULTIPLE NETWORK MODELS BASED ON HARD VOTING STRATEGY
Yanan Tian, Shulin Pang, Yu Qu, Shandong University of Science and Technology, China
MO6.V17.7: A CLEAR SKY SELECTION METHOD BASED ON SIMULATED BRIGHTNESS TEMPERATURE FOR SATELLITE-BASED MICROWAVE RADIOMETER
Jiaoyang Li, Michigan State University, United States; Qiurui He, Luoyang Normal University, China; Zhenzhan Wang, Chinese Academy of Sciences, China; Lanjie Zhang, Beijing Information Science and Technology University, China
MO6.V17.8: METHOD FOR CHANNEL SIMULATION AND ITS APPLICATION ON IDENTIFYING RADIO FREQUENCY INTERFERENCE FROM SPACEBORNE MICROWAVE RADIOMETER IMAGER
Jun Yang, Fuzhong Weng, Yang Han, Hao Hu, CMA Earth System Modeling and Prediction Centre, China
MO6.V17.9: MEAN TROPOSPHERIC TEMPERATURE ESTIMATION USING DEEP LEARNING AND ENSEMBLE METHODS
Diego Brum, Luiz Gonzaga Jr, Mauricio Roberto Veronez, Vale do Rio dos Sinos University-Unisinos, Brazil; Vinicius Francisco Rofatto, Rafaela de Oliveira Pena, Federal University of Uberlândia-UFU, Brazil; Luiz Fernando Sapucci, Brazilian Institute of Space Research (INPE), Brazil
MO6.V17.10: TEMPORAL MLP NETWORK FOR PM 2.5 ESTIMATION
Yuwei Zhou, John Kerekes, Rochester Institute of Technology, United States