Satellite data assimilation, Regional weather systems, Numerical weather prediction
Publications
Impacts of Offline Nonlinear Bias Correction Schemes Using the Machine Learning Technology on the All‐Sky Assimilation of Cloud‐Affected Infrared Radiances
Journal of Advances in Modeling Earth Systems
journal-article
Impacts of Assimilating All‐Sky FY‐4A AGRI Satellite Infrared Radiances on the Prediction of Super Typhoon In‐Fa During the Period With Abnormal Changes
Journal of Geophysical Research: Atmospheres
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A Machine Learning-Based Bias Correction Scheme for the All-Sky Assimilation of AGRI Infrared Radiances in a Regional OSSE Framework
IEEE Transactions on Geoscience and Remote Sensing
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All-sky infrared radiance data assimilation of FY-4A AGRI with different physical parameterizations for the prediction of an extremely heavy rainfall event
Atmospheric Research
journal-article
Nonlinear Bias Correction of the FY-4A AGRI Infrared Radiance Data Based on the Random Forest
Remote Sensing
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Nonlinear Bias Correction of the FY-4A AGRI Infrared Radiance Data Based on the Random Forest
Remote Sensing
journal-article
Impacts of FY-4A AGRI Radiance Data Assimilation on the Forecast of the Super Typhoon “In-Fa” (2021)
Remote Sensing
journal-article
Impacts of FY-4A AGRI Radiance Data Assimilation on the Forecast of the Super Typhoon “In-Fa” (2021)
Remote Sensing
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Evaluation of the Simulation of Typhoon Lekima (2019) Based on Different Physical Parameterization Schemes and FY-3D Satellite’s MWHS-2 Data Assimilation