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Improvements on the ice cloud modeling capabilities of the Community Radiative Transfer Model

Journal of geophysical research. Atmospheres, 2016-11, Vol.121 (22), p.13,577-13,590

2016

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Tropospheric Moisture Sounding Using Microwave Imaging Channels: Application to GCOM-W1/AMSR2

IEEE transactions on geoscience and remote sensing, 2018-09, Vol.56 (9), p.5537-5549

2018

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MIIDAPS-AI: An Explainable Machine-Learning Algorithm for Infrared and Microwave Remote Sensing and Data Assimilation Preprocessing - Application to LEO and GEO Sensors

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.8566-8576

2021

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LEVERAGING MODERN ARTIFICIAL INTELLIGENCE FOR REMOTE SENSING AND NWP: Benefits and Challenges

Bulletin of the American Meteorological Society, 2019-12, Vol.100 (12), p.ES473-ES491

2019

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Optimizing Observing Systems Using ASPEN: An Analysis Tool to Assess the Benefit and Cost Effectiveness of Observations to Earth System Applications

Bulletin of the American Meteorological Society, 2022-10, Vol.103 (10), p.E2417-E2439

2022

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MiRS: An All-Weather 1DVAR Satellite Data Assimilation and Retrieval System

IEEE transactions on geoscience and remote sensing, 2011-09, Vol.49 (9), p.3249-3272

2011

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Assessing the Feasibility of an NWP Satellite Data Assimilation System Entirely Based on AI Techniques

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.9828-9845

2024

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Impact Assessment of Assimilating NASA’s RapidScat Surface Wind Retrievals in the NOAA Global Data Assimilation System

Monthly weather review, 2018-04, Vol.146 (4), p.929-942

2018

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All-Sky Radiance Assimilation of ATMS in HWRF: A Demonstration Study

Monthly weather review, 2019-01, Vol.147 (1), p.85-106

2019

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Potential Gaps in the Satellite Observing System Coverage: Assessment of Impact on NOAA’s Numerical Weather Prediction Overall Skills

Monthly weather review, 2016-07, Vol.144 (7), p.2547-2563

2016

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Progress in Forecast Skill at Three Leading Global Operational NWP Centers during 2015–17 as Seen in Summary Assessment Metrics (SAMs)

Weather and forecasting, 2018-12, Vol.33 (6), p.1661-1679

2018

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An Evaluation of Microwave Land Surface Emissivities Over the Continental United States to Benefit GPM-Era Precipitation Algorithms

IEEE transactions on geoscience and remote sensing, 2013-01, Vol.51 (1), p.378-398

2013

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Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences

Bulletin of the American Meteorological Society, 2021-05, Vol.102 (5), p.E1016-E1032

2021

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Temperature and Moisture Sounding Performance of Current and Prospective Microwave Instruments under All-Sky Conditions

Remote sensing (Basel, Switzerland), 2022-04, Vol.14 (7), p.1624

2022

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Value-added Impact of Geostationary Hyperspectral Infrared Sounders on Local Severe Storm Forecasts—via a Quick Regional OSSE

Advances in atmospheric sciences, 2018-10, Vol.35 (10), p.1217-1230

2018

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Dynamic Inversion of Global Surface Microwave Emissivity Using a 1DVAR Approach

Remote sensing (Basel, Switzerland), 2018-05, Vol.10 (5), p.679

2018

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Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Assessment and Validation of the OSSE System Using an OSSE–OSE Intercomparison of Summary Assessment Metrics

Journal of atmospheric and oceanic technology, 2018-10, Vol.35 (10), p.2061-2078

2018

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An Empirical Cumulative Density Function Approach to Defining Summary NWP Forecast Assessment Metrics

Monthly weather review, 2017-04, Vol.145 (4), p.1427-1435

2017

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Assimilation of Megha-Tropiques SAPHIR Observations in the NOAA Global Model

Monthly weather review, 2017-09, Vol.145 (9), p.3725-3744

2017

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Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Perfect Observations Simulation Validation

Journal of atmospheric and oceanic technology, 2018-01, Vol.35 (1), p.207-226

2018

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Using microwave brightness temperature diurnal cycle to improve emissivity retrievals over land

Remote sensing of environment, 2012-08, Vol.123, p.470-482

2012

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A preliminary assessment of the value and impact of multiple configurations of constellations of EON-MW, a proposed 12U microwave sounder CubeSat for global NWP

Tellus. Series A, Dynamic meteorology and oceanography, 2021-01, Vol.73 (1), p.1-26

2021

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Quantifying Uncertainties in Land-Surface Microwave Emissivity Retrievals

IEEE transactions on geoscience and remote sensing, 2014-02, Vol.52 (2), p.829-840

2014

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Impact Assessment of Himawari-8 AHI Data Assimilation in NCEP GDAS/GFS with GSI

Journal of atmospheric and oceanic technology, 2017-04, Vol.34 (4), p.797-815

2017

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A Deep Learning-based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.1-16

2022

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Improvements on the ice cloud modeling capabilities of the Community Radiative Transfer Model

Tropospheric Moisture Sounding Using Microwave Imaging Channels: Application to GCOM-W1/AMSR2

MIIDAPS-AI: An Explainable Machine-Learning Algorithm for Infrared and Microwave Remote Sensing and Data Assimilation Preprocessing - Application to LEO and GEO Sensors

LEVERAGING MODERN ARTIFICIAL INTELLIGENCE FOR REMOTE SENSING AND NWP: Benefits and Challenges

Optimizing Observing Systems Using ASPEN: An Analysis Tool to Assess the Benefit and Cost Effectiveness of Observations to Earth System Applications

MiRS: An All-Weather 1DVAR Satellite Data Assimilation and Retrieval System

Assessing the Feasibility of an NWP Satellite Data Assimilation System Entirely Based on AI Techniques

Impact Assessment of Assimilating NASA’s RapidScat Surface Wind Retrievals in the NOAA Global Data Assimilation System

All-Sky Radiance Assimilation of ATMS in HWRF: A Demonstration Study

Potential Gaps in the Satellite Observing System Coverage: Assessment of Impact on NOAA’s Numerical Weather Prediction Overall Skills

Progress in Forecast Skill at Three Leading Global Operational NWP Centers during 2015–17 as Seen in Summary Assessment Metrics (SAMs)

An Evaluation of Microwave Land Surface Emissivities Over the Continental United States to Benefit GPM-Era Precipitation Algorithms

Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences

Temperature and Moisture Sounding Performance of Current and Prospective Microwave Instruments under All-Sky Conditions

Value-added Impact of Geostationary Hyperspectral Infrared Sounders on Local Severe Storm Forecasts—via a Quick Regional OSSE

Dynamic Inversion of Global Surface Microwave Emissivity Using a 1DVAR Approach

Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Assessment and Validation of the OSSE System Using an OSSE–OSE Intercomparison of Summary Assessment Metrics

An Empirical Cumulative Density Function Approach to Defining Summary NWP Forecast Assessment Metrics

Assimilation of Megha-Tropiques SAPHIR Observations in the NOAA Global Model

Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Perfect Observations Simulation Validation

Using microwave brightness temperature diurnal cycle to improve emissivity retrievals over land

A preliminary assessment of the value and impact of multiple configurations of constellations of EON-MW, a proposed 12U microwave sounder CubeSat for global NWP

Quantifying Uncertainties in Land-Surface Microwave Emissivity Retrievals

Impact Assessment of Himawari-8 AHI Data Assimilation in NCEP GDAS/GFS with GSI

A Deep Learning-based Microwave Radiative Transfer Emulator for Data Assimilation and Remote Sensing

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