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Abstract: Evaluation of Spaceborne Lidar Estimates of Backscatter and Depolarization Ratio Using Machine Learning Denoising Methods (AGU25)

Evaluation of Spaceborne Lidar Estimates of Backscatter and Depolarization Ratio Using Machine Learning Denoising Methods

Amanda Cresanti1, John E Yorks2, Patrick A Selmer3, Kenneth Edward Christian2, Natalia Roldan-Henao4, Natalie Midzak5 and Zhanqing Li6, (1)University of Maryland College Park, College Park, MD, United States, (2)NASA Goddard Space Flight Center, Greenbelt, United States, (3)SSAI/NASA GSFC, Greenbelt, United States, (4)University of Maryland College Park, College Park, United States, (5)NASA NPP, Greenbelt, United States, (6)University of Maryland, Department of Atmospheric and Oceanic Science, Earth System Science Interdisciplinary, College Park, United States