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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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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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Toward the Next Generation of Microwave Sounders: Benefits of a Low-Earth Orbit Hyperspectral Microwave Instrument in All-Weather Conditions Using AI

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.4235-4246

2024

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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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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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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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Evaluation of AIRS, IASI, and OMI ozone profile retrievals in the extratropical tropopause region using in situ aircraft measurements

Journal of Geophysical Research. B. Solid Earth, 2009-12, Vol.114 (D24), p.n/a

2009

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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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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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Validation of AIRS version 6 temperature profiles and surface-based inversions over Antarctica using Concordiasi dropsonde data

Journal of geophysical research. Atmospheres, 2015-02, Vol.120 (3), p.992-1007

2015

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Vertical Resolution Estimates in Version 5 of AIRS Operational Retrievals

IEEE transactions on geoscience and remote sensing, 2008-08, Vol.46 (8), p.2375-2384

2008

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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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Retrieval of nitrous oxide from Atmospheric Infrared Sounder: Characterization and validation

Journal of geophysical research. Atmospheres, 2014-07, Vol.119 (14), p.9107-9122

2014

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Validating the AIRS Version 5 CO Retrieval With DACOM In Situ Measurements During INTEX-A and -B

IEEE transactions on geoscience and remote sensing, 2011-07, Vol.49 (7), p.2802-2813

2011

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On the angular effect of residual clouds and aerosols in clear-sky infrared window radiance observations: Sensitivity analyses

Journal of Geophysical Research: Atmospheres, 2012-06, Vol.117 (D12), p.n/a

2012

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Validation of satellite sounder environmental data records: Application to the Cross-track Infrared Microwave Sounder Suite

Journal of geophysical research. Atmospheres, 2013-12, Vol.118 (24), p.13,628-13,643

2013

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Using MetOp-A AVHRR Clear-Sky Measurements to Cloud-Clear MetOp-A IASI Column Radiances

Journal of atmospheric and oceanic technology, 2011-09, Vol.28 (9), p.1104-1116

2011

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On the angular effect of residual clouds and aerosols in clear-sky infrared window radiance observations 2. Satellite experimental analyses

Journal of geophysical research. Atmospheres, 2013-02, Vol.118 (3), p.1420-1435

2013

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CO2 retrievals from the Atmospheric Infrared Sounder: Methodology and validation

Journal of Geophysical Research - Atmospheres, 2008-06, Vol.113 (D11), p.D11301-n/a

2008

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A Computationally Efficient Retrieval Algorithm for Hyperspectral Sounders Incorporating A Priori Information

IEEE geoscience and remote sensing letters, 2009-10, Vol.6 (4), p.802-806

2009

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Improving tropospheric and stratospheric moisture analysis with hyperspectral infrared radiances

Australian meteorological and oceanographic journal, 2014-01, Vol.64 (4), p.283-288

2014

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Enhanced validation of satellite derived sounding products using reference and dedicated radiosondes

2014 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM), 2014, p.1-1

2014

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On the angular effect of residual clouds and aerosols in clear-sky IR window radiance observations

2012 IEEE International Geoscience and Remote Sensing Symposium, 2012, p.1968-1971

2012

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High-resolution quantification of focal adhesion spatiotemporal dynamics in living cells

PloS one, 2011-07, Vol.6 (7), p.e22025-e22025

2011

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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

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

Toward the Next Generation of Microwave Sounders: Benefits of a Low-Earth Orbit Hyperspectral Microwave Instrument in All-Weather Conditions Using AI

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

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

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

Evaluation of AIRS, IASI, and OMI ozone profile retrievals in the extratropical tropopause region using in situ aircraft measurements

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

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

Validation of AIRS version 6 temperature profiles and surface-based inversions over Antarctica using Concordiasi dropsonde data

Vertical Resolution Estimates in Version 5 of AIRS Operational Retrievals

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

Retrieval of nitrous oxide from Atmospheric Infrared Sounder: Characterization and validation

Validating the AIRS Version 5 CO Retrieval With DACOM In Situ Measurements During INTEX-A and -B

On the angular effect of residual clouds and aerosols in clear-sky infrared window radiance observations: Sensitivity analyses

Validation of satellite sounder environmental data records: Application to the Cross-track Infrared Microwave Sounder Suite

Using MetOp-A AVHRR Clear-Sky Measurements to Cloud-Clear MetOp-A IASI Column Radiances

On the angular effect of residual clouds and aerosols in clear-sky infrared window radiance observations 2. Satellite experimental analyses

CO2 retrievals from the Atmospheric Infrared Sounder: Methodology and validation

A Computationally Efficient Retrieval Algorithm for Hyperspectral Sounders Incorporating A Priori Information

Improving tropospheric and stratospheric moisture analysis with hyperspectral infrared radiances

Enhanced validation of satellite derived sounding products using reference and dedicated radiosondes

On the angular effect of residual clouds and aerosols in clear-sky IR window radiance observations

High-resolution quantification of focal adhesion spatiotemporal dynamics in living cells

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