Dr. Min-Jeong Kim is a Research Physical Scientist at NASA's Goddard Space Flight Center, specializing in atmospheric data assimilation and satellite data applications. She is an expert in integrating satellite observations into Earth system models, focusing on advancing data assimilation techniques central to NASA’s Earth Science objectives. Dr. Kim leads the development of the Joint Effort for Data Assimilation Integration (JEDI)-based Observing System Simulation Experiment (OSSE) systems, enhancing capabilities for evaluating new observational data. Her work includes the utilization of new observation data in GEOS systems, advancing Earth system modeling through NASA missions. She also focuses on developing advanced data assimilation techniques, including machine learning and AI-based algorithms, and evaluates satellite data quality through OSSE and Observing System Experiments (OSE) to guide future NASA missions.
Min-Jeong Kim
(RSCH AST, EARTH SCIENCES REMOTE SENS)
| Email: | min-jeong.kim@nasa.gov |
| Org Code: | 610.1 |
| Address: |
NASA/GSFC Mail Code 610.1 Greenbelt, MD 20771 |
| Employer: |
Brief Bio
Research Interests
Utilization of New Observations in GEOS Systems
Earth Science: Technology & MissionsSystem developments to leverage new observation data from NASA missions in GEOS, advancing and enhancing Earth system modeling
Development of Advanced Data Assimilation Techniques
Earth Science: Novel Data Analysis DevelopmentAdvancing data assimilation techniques, including the development of machine learning and AI-based algorithms, to enhance the integration of satellite observations into Earth system modeling.
Satellite Data Quality Assessments (OSSE/OSE)
Earth Science: Technology & MissionsEvaluating the quality of satellite data and its impact on Earth system models through Observing System Simulation Experiments (OSSE) and Observing System Experiments (OSE), to inform and guide future NASA missions.
Atmosphere, Ocean, Sea-Ice Coupled Data Assimilation
Earth Science: Novel Data Analysis DevelopmentDeveloping coupled data assimilation systems that integrate atmospheric, oceanic, and sea-ice data to enhance global Earth system modeling and improve predictive accuracy.
Positions/Employment
Research Physical Scientist
Global Modeling and Assimilation Office - NASA Goddard, Space Flight Center, Greenbelt, MD
July 2023 - Present
Senior Scientific Research Analyst
NOAA NESDIS STAR / Riverside Tech Inc. - NOAA NESDIS Center for Satellite Application and Research (STAR), College Park, MD
December 2021 - July 2023
Senior Research Scientist
Goddard Earth Sciences, Technology and Research (GESTAR) - -NASA Goddard Space Flight Center, Greenbelt, MD
August 2013 - December 2021
Research Scientist
The Cooperative Institute Research in the Atmosphere, NOAA Satellite and Information Service (NESDIS) - College Park, Maryland
July 2006 - July 2013
Postdoctoral Researcher
The Goddard Earth Sciences and Technology Center - NASA Goddard Space Flight Center, Greenbelt, MD
January 2005 - July 2006
Graduate Research Assistant
Dept. of Atmospheric Sciences, University of Washington - Seattle, WA
September 1998 - December 2004
Education
Ph.D. in Atmospheric Sciences from the University of Washington, Seattle
M.Sc. in Atmospheric Sciences from Seoul National University, Korea
B.Sc. in Atmospheric Sciences and Physics, Pusan National University, Korea
Awards
Performance Award, Earth Science Division, NASA Goddard Space Flight Center, August 2025
Special Act Award, Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, April 2025
Special Act Award, Global Modeling and Assimilation Office, NASA Goddard Space Flight Center, August 2024
Performance Award, Earth Science Division, NASA Goddard Space Flight Center, July 2024
Outstanding Scientific Contribution, GMAO Peer Award, NASA Goddard Space Flight Center, March 2019
NASA PMM Science Team, Best PI Award, NASA Goddard Space Flight Center, October 2018
Contractor Award for Exceptional Scientific Achievement, Morgan State University, Division of Research & Economic Development, February 2015
Outstanding Scientific Contribution by a New GMAO Member, GMAO Peer Award, NASA Goddard Space Flight Center, February 2015
NWP SAF Visiting Scientist Fund, Hosted by Stephen English in Met Office and Peter Bauer in ECMWF, UK, October 2008
Outstanding Publication Award, Hydrospheric and Biospheric Sciences Laboratory, NASA Goddard Space Flight Center, August, 2005
Rotary Ambassador Scholarships, Dept. of Atmospheric Sciences, University of Washington, Seattle, WA, 1998-2000
Professional Service
Member, NASA Source Evaluation Board (SEB)
2024 – Present
Evaluate the GLOMAS contract to support NASA’s mission success, contributing to critical assessments that align with the agency’s strategic goals.
Science PI NASA ESTO Advanced Information Systems Technology (AIST)
2025 – Present
Contributing to the development of an Analytic Collaborative Framework for Earth System Observatory (ESO) missions, based on realistic, science-based observing system simulations and the Program of Record (PoR). This framework will be integrated into a cloud-based cyberinfrastructure, enabling the creation of a 3D, comprehensive view of Earth through ESO’s unique satellites to enhance Earth system modeling and observational capabilities.
Co-Chair, GeoXO Science Team Data Assimilation Subgroup
2024 – Present
Spearheaded the organization of the inaugural GeoXO Data Assimilation Subgroup meeting, engaging over 80 participants from NASA, NOAA, academic institutions, and international organizations (e.g., ECMWF). Coordinated agenda development, facilitated speaker outreach, and laid the groundwork for integrating geostationary hyperspectral sounder data into U.S. operational systems.
Co-Investigator, NASA TROPICS Mission Science Team
2023 – Present
Played a key role in evaluating TROPICS constellation data and its integration into NASA GEOS Earth system models. Strengthened collaborations across NASA Earth Science Division labs and external partners to advance mission objectives and improve Earth system modeling capabilities.
Principal Investigator, NASA PMM Science Team
2016 – 2022
Led research initiatives focused on assimilating satellite data into operational Earth system models. Managed research activities, mentored junior scientists, and collaborated with mission leaders to ensure that data products aligned with NASA’s Earth Science Division objectives.
Chairperson, Korean Atmospheric Scientists in America (KASA)
2014 – 2016
Directed the strategic growth and development of KASA, fostering collaboration between atmospheric scientists from Korea and the U.S. Organized community-building events, scientific workshops, and international conferences to strengthen the network and advance atmospheric research.
Co-Chair, JCSDA Cloud and Precipitation Data Assimilation Working Group
2011 – 2013
Co-led a working group focused on developing innovative methods for assimilating cloud and precipitation data into Earth system models. Promoted collaboration among U.S. agencies and international partners to enhance model accuracy and improve forecasting techniques.
Organizing Committee, ECMWF-JCSDA Workshop on Assimilating Satellite Observations of Clouds and Precipitation into Earth System Models
June 15-17, 2010, Reading, UK
Contributed to the organization of this workshop aimed at improving methods for assimilating cloud and precipitation data into Earth system models. Facilitated cross-agency and international collaborations to advance assimilation techniques.
Editor, Korean Atmospheric Scientists in America (KASA)
2007 – 2008
Oversaw editorial activities for KASA publications, curating content related to advancements in atmospheric science research. Collaborated with members to highlight key research developments and disseminate information through scientific channels.
Publications
Refereed
2025. "High Revisit-Rate Tropical Cyclone Observations From the NASA TROPICS Satellite Constellation Mission." Proceedings of the IEEE 1-25 [10.1109/jproc.2025.3582502] [Journal Article/Letter]
2025. "Examining the Complementarity of GEO and LEO Hyperspectral Infrared Sounders for NWP." Earth and Space Science 12 (3): e2024EA003965 [https://doi.org/10.1029/2024EA003965] [Journal Article/Letter]
2020. "The Framework for Assimilating All-Sky GPM Microwave Imager Brightness Temperature Data in the NASA GEOS Data Assimilation System." Monthly Weather Review 148 2433-2455 [10.1175/MWR-D-19-0100.1] [Journal Article/Letter]
2017. "All-sky satellite data assimilation at operational weather forecasting centres." Quarterly Journal of the Royal Meteorological Society 144 (713): 1191-1217 [10.1002/qj.3202] [Journal Article/Letter]
2013. "Assimilating AMSU-A Radiances in the TC Core Area with NOAA Operational HWRF (2011) and a Hybrid Data Assimilation System: Danielle (2010) ." Monthly Weather Review 141 3889-3907 [Journal Article/Letter]
2011. "Status of satellite cloud and precipitation assimilation at operational NWP centres. ." Quart. Joural. Royal Meteor. Soc. 137 1934-1951 [Journal Article/Letter]
2011. "Comparison of cloud products within IASI footprints for the assimilation of cloudy radiance. ." Quart. Journal Royal Meteor. 137 (1988-2003): [Journal Article/Letter]
2008. "Comparison of progress in assimilating cloud affected microwave radiances at NCEP, ECMWF, JMA, and the Met Office." Visiting Scientist Mission Report, Document NWPSAF-MO-VS-037 [Report]
2008. "Nonspherical and spherical characterization of ice in Hurricane Erin for wideband passive microwave comparisons." J Geophys Res 113 (D06201): [Journal Article/Letter]
2008. "A physical model to estimate snowfall over land using AMSU-B observations." J. Geophys. Res. 113 (D9): D09201 [10.1029/2007JD008589] [Journal Article/Letter]
2006. "Scattering of ice particles at microwave frequencies: A physically based paraterization, ." J. Applied Meteor. 46 615-633 [Journal Article/Letter]
2006. "A simplified representation of the millimeter-wave scattering parameters of randomly oriented cylindrical aggregates of frozen hydrometeors, ." J. Atmos. Sci. 64 634-644 [Journal Article/Letter]
2006. "Comparisons of single scattering approximations of randomly oriented ice crystals at microwave frequencies, ." J Geophys Research 111 (D14201): [doi:10.1029/2005JD006892] [Journal Article/Letter]
2004. "A physical model to estimate snowfall over land using microwave measurements." PhD dissertation, University of Washington, Seattle 152 [Other]
2004. "Intercomparison of millimeter wave radiation transfer models. ." IEEE Trans. Geosci. Remote Sensing, 42 (9): 1882-1890 [Journal Article/Letter]
2004. "Validation of maritime rainfall retrievals from the TRMM-microwave radiometer. ." J Appl Meteor 43 (6): 847-8859 [Journal Article/Letter]
2004. "A Physical Model to Determine Snowfall Over Land by Microwave Radiometery." IEEE Trans Geosci Remote Sens 42 (5): 1047-1058 [10.1109/TGRS.2004.825585] [Journal Article/Letter]
2003. "Spaceborne Passive Microwave Measurement of Snowfall over Land." Proc IGARSS 2003 5 3163-3165 [Journal Article/Letter]
2002. "Comparison of surface rainfall retrievals from the TRMM microwave radiometer and the Kwajalein radar." M.S. Thesis , University of Washington, Seattle 145 [Other]
1998. "The study on local circulation and orographic precipitation over the South-Western Korean Peninsula." Asia-Pacific Journal of Atmospheric Sciences 23 128-146 [Journal Article/Letter]
Non-Refereed
2015. "Evaluation of the 7-km GEOS-5 Nature Run." NASA Technical Report Series on Global Modeling and Data Assimilation 36 (NASA/TM-2014-104606): [Report]