2009, Ph.D., Atmospheric Sciences, Stony Brook University
2003, M.S., Atmospheric Sciences, Nanjing Institute of Meteorology, China
2000, B.S., Atmospheric Sciences, Nanjing Institute of Meteorology, China
Hua Song
(SCIENTIFIC PROGRAMMER)
Org Code: 613
NASA/GSFCMail Code: 613
Greenbelt, MD 20771
Employer: SCIENCE SYSTEMS AND APPLICATIONS INC
Positions/Employment
Senior Scientific Programmer
Science Systems and Applications, Inc. - NASA GSFC
2023 - Present
Scientific Programmer
Science Systems and Applications, Inc. - NASA GSFC
2018 - 2023
Postdoctoral research associate
JCET - University of Maryland - Baltimore County
2016 - 2018
Research associate
Environmental & Climate Sciences Department - Brookhaven National Laboratory
2010 - 2014
Education
Publications
Refereed
Geiss, A., M. W. Christensen, A. C. Varble, T. Yuan, and H. Song. 2024. Self-Supervised Cloud Classification Artificial Intelligence for the Earth Systems 3 (1): [10.1175/aies-d-23-0036.1]
Wilcox, E. M., T. Yuan, and H. Song. 2023. Deep convective cloud system size and structure across the global tropics and subtropics Atmospheric Measurement Techniques 16 (21): 5387-5401 [10.5194/amt-16-5387-2023]
Yuan, T., H. Song, R. Wood, et al. L. Oreopoulos, S. Platnick, C. Wang, H. Yu, K. Meyer, and E. Wilcox. 2023. Observational evidence of strong forcing from aerosol effect on low cloud coverage Science Advances 9 (45): eadh7716 [10.1126/sciadv.adh7716]
Yuan, T., H. Song, R. Wood, et al. C. Wang, L. Oreopoulos, S. E. Platnick, S. von Hippel, K. Meyer, S. Light, and E. Wilcox. 2022. Global reduction in ship-tracks from sulfur regulations for shipping fuel Science Advances 8 (29): [10.1126/sciadv.abn7988]
Ma, P.-L., B. E. Harrop, V. E. Larson, et al. R. B. Neale, A. Gettelman, H. Morrison, H. Wang, K. Zhang, S. A. Klein, M. D. Zelinka, Y. Zhang, Y. Qian, J.-H. Yoon, C. R. Jones, M. Huang, S.-L. Tai, B. Singh, P. A. Bogenschutz, X. Zheng, W. Lin, J. Quaas, H. Chepfer, M. A. Brunke, X. Zeng, J. Mülmenstädt, S. Hagos, Z. Zhang, H. Song, X. Liu, M. S. Pritchard, H. Wan, J. Wang, Q. Tang, P. M. Caldwell, J. Fan, L. K. Berg, J. D. Fast, M. A. Taylor, J.-C. Golaz, S. Xie, P. J. Rasch, and L. R. Leung. 2022. Better calibration of cloud parameterizations and subgrid effects increases the fidelity of the E3SM Atmosphere Model version 1 Geoscientific Model Development 15 (7): 2881-2916 [10.5194/gmd-15-2881-2022]
Mohrmann, J., R. Wood, T. Yuan, et al. H. Song, R. Eastman, and L. Oreopoulos. 2021. Identifying meteorological influences on marine low-cloud mesoscale morphology using satellite classifications Atmospheric Chemistry and Physics 21 (12): 9629-9642 [10.5194/acp-21-9629-2021]
Yuan, T., H. Song, R. Wood, et al. J. Mohrmann, K. Meyer, L. Oreopoulos, and S. Platnick. 2020. Applying deep learning to NASA MODIS data to create a community record of marine low-cloud mesoscale morphology Atmospheric Measurement Techniques 13 (12): 6989-6997 [10.5194/amt-13-6989-2020]
Song, H., J. Tian, J. Huang, et al. P. Guo, Z. Zhang, and J. Wang. 2019. Hybrid Causality Analysis of ENSO’s Global Impacts on Climate Variables Based on Data-Driven Analytics and Climate Model Simulation Frontiers in Earth Science 7 [10.3389/feart.2019.00233]
Yuan, T., C. Wang, H. Song, et al. S. Platnick, K. Meyer, and L. Oreopoulos. 2019. Automatically Finding Ship-tracks to Enable Large-scale Analysis of Aerosol-Cloud Interactions Geophysical Research Letters [10.1029/2019gl083441]
Zhang, Z., H. Song, P.-L. Ma, et al. V. E. Larson, M. Wang, X. Dong, and J. Wang. 2019. Subgrid variations of the cloud water and droplet number concentration over the tropical ocean: satellite observations and implications for warm rain simulations in climate models Atmospheric Chemistry and Physics 19 (2): 1077-1096 [10.5194/acp-19-1077-2019]
Song, H., Z. Zhang, P.-L. Ma, S. Ghan, and M. Wang. 2018. The importance of considering sub-grid cloud variability when using satellite observations to evaluate the cloud and precipitation simulations in climate models Geoscientific Model Development 11 (8): 3147-3158 [10.5194/gmd-11-3147-2018]
Song, H., Z. Zhang, P.-L. Ma, S. J. Ghan, and M. Wang. 2018. An Evaluation of Marine Boundary Layer Cloud Property Simulations in the Community Atmosphere Model Using Satellite Observations: Conventional Subgrid Parameterization versus CLUBB Journal of Climate 31 (6): 2299-2320 [10.1175/jcli-d-17-0277.1]
Zhang, Z., X. Dong, B. Xi, et al. H. Song, P.-L. Ma, S. J. Ghan, S. Platnick, and P. Minnis. 2017. Intercomparisons of marine boundary layer cloud properties from the ARM CAP-MBL campaign and two MODIS cloud products Journal of Geophysical Research: Atmospheres 122 (4): 2351-2365 [10.1002/2016jd025763]
Lin, W., Y. Liu, A. M. Vogelmann, et al. A. Fridlind, S. Endo, H. Song, S. Feng, T. Toto, Z. Li, and M. Zhang. 2015. RACORO continental boundary layer cloud investigations: 3. Separation of parameterization biases single-column model CAM5 simulations of shallow cumulus J. Geophys. Res. Atmos. 120 (12): 6015-6033 [10.1002/2014jd022524]
Song, H., W. Lin, Y. Lin, et al. A. B. Wolf, L. J. Donner, A. D. Del Genio, R. Neggers, S. Endo, and Y. Liu. 2014. Evaluation of cloud fraction simulated by seven SCMs against the ARM observations at the SGP site J. Climate 27 (17): 6698-6719 [doi:10.1175/JCLI-D-13-00555.1]
Song, H., W. Lin, Y. Lin, et al. A. B. Wolf, R. Neggers, L. J. Donner, A. D. Del Genio, and Y. Liu. 2013. Evaluation of Precipitation Simulated by Seven SCMs against the ARM Observations at the SGP Site J. Climate 26 (15): 5467-5492 [10.1175/JCLI-D-12-00263.1]
Song, H., and M. Zhang. 2007. Changes of the Boreal Winter Hadley Circulation in the NCEP–NCAR and ECMWF Reanalyses: A Comparative Study Journal of Climate 20 (20): 5191-5200 [10.1175/jcli4260.1]
Zhang, M., and H. Song. 2006. Evidence of deceleration of atmospheric vertical overturning circulation over the tropical Pacific Geophysical Research Letters 33 (12): L12701 [10.1029/2006gl025942]