crossrefRemote Sensing2026-07-10
Exploring the Potential of Machine Learning Post-Processing to Generate ERA5-Consistent Atmospheric Profiles from Geostationary Satellite Retrievals
Daehyeon Han, Minki Choo, Sihun Jung, Juhyun Lee, Hyunyoung Choi, Jungho Im
Accurate atmospheric temperature and humidity profiles are fundamental to weather monitoring and prediction. Geostationary imagers such as the Advanced Meteorological Imager (AMI) provide continuous observations and enable profile retrievals through radiative transfer–based algor…