Improving Satellite Observation Utilization for Model Initialization with Machine Learning: An Introduction and Tackling the “Labeled Dataset” Challenge for Cyclones Around the World

Jebb Stewart1, Christina E Bonfanti2, Yu-Ju Lee2, Mark Govett3, Lidia Trailovic4 and Brian Etherton3, (1)NOAA Earth System Research Laboratory and Cooperative Institute for Research in the Atmosphere, Boulder, CO, United States, (2)NOAA Earth System Research Laboratory and Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States, (3)NOAA Earth System Research Laboratory, Boulder, CO, United States, (4)Mexico Df, Mexico