Toward the Next Generation of Microwave Sounders: Benefits of a Low-Earth Orbit Hyperspectral Microwave Instrument in All-Weather Conditions Using AI.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Assessing the Feasibility of an NWP Satellite Data Assimilation System Entirely Based on AI Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
A Machine Learning Outlook: Post-processing of Global Medium-range Forecasts.
CoRR, 2023
A Deep-Learning-Based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Temperature and Moisture Sounding Performance of Current and Prospective Microwave Instruments under All-Sky Conditions.
Remote. Sens., 2022
A Comprehensive Approach to Evaluating and Optimizing the Value of Observing Systems: Application to Next-Gen NOAA Satellites.
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Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
MIIDAPS-AI: An Explainable Machine-Learning Algorithm for Infrared and Microwave Remote Sensing and Data Assimilation Preprocessing - Application to LEO and GEO Sensors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
An Experiment Using High Spectral Resolution CrIS Measurements for Atmospheric Trace Gases: Carbon Monoxide Retrieval Impact Study.
IEEE Geosci. Remote. Sens. Lett., 2014
On the angular effect of residual clouds and aerosols in clear-sky IR window radiance observations.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Evaluation of CrIMSS operational products using in-situ measurements, model analysis fields, and retrieval products from heritage algorithms.
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Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Validating the AIRS Version 5 CO Retrieval With DACOM In Situ Measurements During INTEX-A and -B.
IEEE Trans. Geosci. Remote. Sens., 2011
Seven Years' Observation of Mid-Upper Tropospheric Methane from Atmospheric Infrared Sounder.
Remote. Sens., 2010
A Computationally Efficient Retrieval Algorithm for Hyperspectral Sounders Incorporating <i>A Priori</i> Information.
IEEE Geosci. Remote. Sens. Lett., 2009
Vertical Resolution Estimates in Version 5 of AIRS Operational Retrievals.
IEEE Trans. Geosci. Remote. Sens., 2008
Use of Raman lidar for validation of aqua retrievals and the study of airs radiances.
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Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003