F5*.4

Improving a machine learning model for satellite precipitation downscaling

Yongxin Liu, Haonan Chen, Colorado State University, United States
Session:
F5*: Microwave Remote Sensing of the Earth Lecture
Track:
Commission F: Wave Propagation and Remote Sensing
Location:
Room 245
Presentation Time:
Fri, 12 Jan, 14:10 - 14:30 MST (UTC -7)
Session Co-Chairs:
Mehmet Ogut, JPL and Thomas Hanley, Johns Hopkins University Applied Physics Laboratory
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Presentation
Discussion
Resources
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Session F5*
F5*.1: Microwave Photonic Ultra-Wideband Radiometer For Planetary Boundary Layer Sensing
Mehmet Ogut, Shannon Brown, Sidharth Misra, Eric Kittlaus, Pekka Kangaslahti, JPL, United States; Janusz Murakowski, Phase Sensitive Innovations, United States; Michael Gehl, Sandia National Laboratories, United States
F5*.2: P- and L-band Retrieval of Root-zone Soil Moisture and Temperature Profiles as Quadratic Function
Ming Li, Roger Lang, The George Washington University, United States
F5*.3: Soil Moisture During 2015 Spring Flood Events from the SMAP Radar Time-Series Ratio Algorithm
Dustin Horton, Joel Johnson, Mohammad Al-Khaldi, The Ohio State University, United States; Ismail Baris, German Aerospace Center, Germany; Jeonghwan Park, Rajat Bindlish, NASA Goddard Space Flight Center, United States
F5*.4: Improving a machine learning model for satellite precipitation downscaling
Yongxin Liu, Haonan Chen, Colorado State University, United States
F5*.5: Radar Partial Beam Blockage Correction for Improving Precipitation Mapping
Songjian Tan, Haonan Chen, Colorado State University, United States
F5*.6: Winter Event Observations at Wallops Flight Facility in 2022 and Ongoing Analyses of Collected Data
Hein Thant, V. N. Bringi, Branislav Notaros, Colorado State University, United States
F5*.7: Investigating the Relationship Between Lightning and GNSS Signal Disturbances
Karthik Kolipaka, Ishaan Dey, Pavel Inchin, Christopher Heale, Björn Bergsson, Embry-Riddle Aeronautical University, United States; Steve Cummer, Duke University, United States; Kshitija Deshpande, Embry-Riddle Aeronautical University, United States
F5*.8: Spectral Calibration of the Electrojet Zeeman Imaging Explorer – Microwave Electrojet Magnetogram Polarimetric Radiometer System
Sidharth Misra, Sharmila Padmanabhan, Pekka Kangaslahti, JPL, CalTech, United States; Jeng-Hwa Yee, JHU, APL, United States
Contacts