Liu Guangpeng

Job Title: 
Professor
Research Interests: 
Numerical Modeling and Data Assimilation
Ocean Multi-Scale Dynamics
Machine Learning Application in Oceanography
Email: 
gpliu@sklec.ecnu.edu.cn
gliu87@gatech.edu
Address: 
500 Dongchuan Road, State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai, China
Academic Position: 
Georgia Institute of Technology (USA), Affiliate
Education Experience: 
2015-2021, PhD, Georgia Institute of Technology (USA)
2011-2014, MS, State Key Laboratory of Estuarine and Coastal Research, East China Normal University (China)
2007-2011, BS, Ocean University of China (China)
Work Experience: 
2024.01 - Now State Key Laboratory of Estuarine and Coastal Research, East China Normal University (China), Professor
2021.11 - 2023.12 University of Hawaii at Manoa (USA), Post-doctoral Scientist
2021.05 - 2021.10 Georgia Institute of Technology (USA), Post-doctoral Scientist
Paper: 
  1. Liu, G., F. Tagklis, T. Ito, A. Bracco* (2024). Drivers of Coupled Climate Model Biases in Representing Labrador Sea Convection. Climate Dynamics, 1-17. https://doi.org/10.1007/s00382-023-07068-z
  2. Friedrich, T.*, B.S. Powell, J. Gunnarson, G. Liu, S. Giardina, M.F. Stuecker, L. Hosekova, K. Feloy, C.A. Stock (2024). Submesoscale-Permitting Physical/Biogeochemical Future Simulations for the Main Hawaiian Islands. Journal of Advances in Modeling Earth Systems, 16(2), e2023MS003855. https://doi.org/10.1029/2023MS003855
  3. Liu, G.*, A. Bracco, J. Brajard (2023). Systematic Bias Correction in Ocean Mesoscale Forecasting Using Machine Learning. Journal of Advances in Modeling Earth Systems, 15(11), e2022MS003426. https://doi.org/10.1029/2022MS003426.
  4. Touret, R., G. Liu, M. McKinley, A. Bracco, K. G. Sabra* (2023). On the Role of Vertical Resolution for Resolving Mesoscale Eddy Dynamics and the Prediction of Ocean Sound Speed Variability. Journal of the Acoustical Society of America Express Letters, 3(11). https://doi.org/10.1121/10.0022166
  5. Liu, G.*, B. Powell, T. Friedrich (2023). Climate Downscaling for Regional Models with a Neural Network: A Hawaiian Example. Progress in Oceanography, 215, 103047. https://doi.org/10.1016/j.pocean.2023.103047.
  6. Sun, D.*, A. Bracco, G. Liu (2022). The Role of Freshwater Forcing on Surface Predictability in the Gulf of Mexico. Journal of Geophysical Research: Oceans, 127, e2021JC018098. https://doi.org/10.1029/2021JC018098.
  7. Liu, G., A. Bracco*, D. Sun (2022). Offshore Freshwater Pathways in the Northern Gulf of Mexico: Impacts of Modeling Choices. Frontiers in Marine Science, 9:841900. https://doi.org/10.3389/fmars.2022.841900.
  8. Liu, G., F. Falasca, A. Bracco* (2021). Dynamical Characterization of the Loop Current Attractor. Geophysical Research Letters, 48, e2021GL096731. https://doi.org/10.1029/2021GL096731.
  9. Liu, G.*, A. Bracco, A. M. Quattrini, S. Herrera (2021). Kilometer-Scale Larval Dispersal Processes Predict Metapopulation Connectivity Pathways for Paramuricea biscaya in the Northern Gulf of Mexico. Frontiers in Marine Science, 8:790927. https://doi.org/10.3389/fmars.2021.790927.
  10. Galaska, M., G. Liu, D. West, K. Erickson, A.M. Quatrini, A. Bracco, S. Herrera* (2021). Seascape Genomics Reveals Metapopulation Connectivity Network of Paramuricea biscaya in the Northern Gulf of Mexico. Frontiers in Marine Science, 8:790929. https://doi.org/10.3389/fmars.2021.790929.
  11. Liu, G.*, A. Bracco, A. Sitar (2021). Submesoscale Mixing Across the Mixed Layer in the Gulf of Mexico. Frontiers in Marine Science, 8, 615066. https://doi.org/10.3389/fmars.2021.615066.
  12. Bracco, A.*, C. B. Paris, A. J. Esbaugh, K. Frasier, S. B. Joye, G. Liu, K. L. Polzin, A. C. Vaz (2020). Transport, Fate, and Impacts of the Deep Plume of Petroleum Hydrocarbons Formed During the Macondo Blowout. Frontiers in Marine Science, 7, 542147. https://doi.org/10.3389/fmars.2020.542147.
  13. Sun, D., A. Bracco*, R. Barkan, M. Berta, D. Dauhajre, J. Molemaker, J. Choi, G. Liu, A. Griffa, J. C. McWilliams (2020). Diurnal Cycling of Submesoscale Dynamics: Lagrangian Implications in Drifter Observations and Model Simulations of the Northern Gulf of Mexico. Journal of Physical Oceanography, 50(6), 1605-1623, doi:10.1175/JPO-D-19-0241.1.
  14. Bracco, A.*, G. Liu, M. Galaska, A. M. Quattrini, S. Herrera (2019). Integrating Physical Circulation Models and Genetic Approaches to Investigate Population Connectivity in Deep-Sea Corals. Journal of Marine Systems, 198, 103189, https://doi.org/10.1016/j.jmarsys.2019.103189.
  15. Bracco, A.*, G. Liu, D. Sun (2019). Mesoscale-Submesoscale Interactions in the Gulf of Mexico: From Oil Dispersion to Climate. Chaos, Solitons & Fractals,119, 63-72. https://doi.org/10.1016/j.chaos.2018.12.012
  16. Liu, G.*, A. Bracco, U. Passow (2018). The Influence of Mesoscale and Submesoscale Circulation on Sinking Particles in the Northern Gulf of Mexico. Elementa: Science of the Anthropocene, 6(1):36, http://doi.org/10.1525/elementa.292.
  17. Wang, T., G. Liu, L. Gao, L. Zhu, D. Li* (2017). Biological Responses to Nine Powerful Typhoons in the East China Sea. Regional Environmental Change, 17: 465-476. https://doi.org/10.1007/s10113-016-1025-0
  18. Wang, T., G. Liu, L. Gao, D. Li* (2016). Biological and Nutrient Responses to a Typhoon in the Yangtze Estuary and the Adjacent Sea. Journal of Coastal Research, 33(2): 323-332. https://doi.org/10.2112/JCOASTRES-D-15-00006.1
  19. Shen, A., X. Yuan, G. Liu, D.Li* (2014). Growth Interactions Between the Bloom-forming Dinoflagellates Prorocentrum Donghaiense and Karenia Mikimotoi Under Different Temperature. Thalassas, 30, 33-45.
  20. Zhu, L., L. Gao, T. Wang, G. Liu, D. Li* (2016). The Spatial and Temporal Variation of Chemical Oxygen Demand (CODMn) Transport in the Yangtze River Estuary. Journal of Ocean University of China, 46(7): 75-83 (in Chinese).
  21. Wang, T., G. Liu, S. Zhao, L. Gao, D. Li* (2016). The Impact of Typhoon Events on the Content and Flux of Nnutrients and Organic Carbon in the Upper Reaches of the Minjiang River Estuary. Journal of Applied Oceanography, 35(1): 38-46 (in Chinese).
  22. Liu, G., L. Gao, L. Zhu, D. Li* (2015). Analysis of Chlorophyll Fluorescence and Remote Sensing in the Yangtze River Estuary during Winter. Marine Environmental Science, 34(2): 245-250 (in Chinese).
  23. Wang, T., G. Liu, L. Zhu, L. Gao, D. Li* (2014). Distribution Characteristics and Influencing Factors of Dissolved Organic Carbon in the Waters Adjacent to the Yangtze River Estuary during Winter and Summer. Marine Science Bulletin, 33(5): 533-540 (in Chinese).
Academic Conference: 
2021.12 AGU 2021 Fall Meeting, New Orleans USA -- Dynamical characterization of the Loop Current Attractor
2019.02 Gulf of Mexico Oil Spill and Ecosystem Science Conference, New Orleans USA -- Seasonal three-dimensional connectivity pattern of the deep-water coral Callogorgia delta in the Northern Gulf of Mexico
2018.11 American Physical Society Division of Fluid Dynamics 2018, Atlanta USA -- The seasonality of submesoscale-induced mixing across the mixed layer in the Gulf of Mexico
2018.02 Gulf of Mexico Oil Spill and Ecosystem Science Conference, New Orleans USA -- The seasonality of submesoscale mixing across the mixed layer
2017.02 Gulf of Mexico Oil Spill and Ecosystem Science Conference, New Orleans USA -- Horizontal and vertical transport of marine snow in the Gulf of Mexico
2014.11 2nd International Ocean Research Conference, Barcelona Spain -- Temporal and spatial variability of sea surface Chl-a in the East China Sea
2013.12 AGU 2013 Fall Meeting, San Francisco USA -- Responses of seawater temperature and chlorophyll-a to typhoons passing through the Changjiang Estuary and the adjacent East China Sea