刘广鹏

职称: 
研究员
研究专长: 
海洋数值模拟和数据同化
海洋多尺度动力学
机器学习在海洋学的应用
Email: 
gpliu@sklec.ecnu.edu.cn
gliu87@gatech.edu
联系地址: 
上海市闵行区东川路500号华东师范大学河口海岸大楼A309
学术任职: 
2022.02至今 美国佐治亚理工学院 客座研究员
教育经历: 
美国佐治亚理工学院 博士（2015-2021）
华东师范大学河口海岸学国家重点实验室 硕士（2011-2014）
中国海洋大学 学士（2007-2011）
工作经历: 
2024.01至今 华东师范大学河口海岸学国家重点实验室 研究员
2021.11 - 2023.12 美国夏威夷大学马诺阿分校 博士后
2021.05 - 2021.10 美国佐治亚理工学院 博士后
个人简介: 
       华东师范大学研究员，博士生导师，入选国家级青年人才计划、上海市白玉兰人才计划。主要研究方向为海洋数值模拟及预报技术的研发应用、区域多尺度动力学。
       欢迎相关专业的博士后，博士，硕士研究生交流合作
 
课程教学: 
海洋模型与智能预测
学术论文: 
  1. McKinley, M., G. Liu, R. X. Touret, B. O'Donnell, A. Bracco, K. G. Sabra (2025). Impact of Vertical Resolution in a Regional Ocean Circulation Model of the Northern Gulf of Mexico for Acoustic Prediction in the Upper Ocean. Journal of the Acoustical Society of America. accepted.
  2. Kelly, M.E., M. McKinley, G. Liu, C. Shi (2024). Evaluation of Inner Product-based Demultiplexing of Vortex-based Underwater Acoustic Communications Signals in Realistic Environments. Journal of the Acoustical Society of America. 156(5):3112-3117. https://doi.org/10.1121/10.0034361.
  3. Zhao, Y., D. Sun, E. Di Lorenzo, G. Liu, S. Wu (2024). Separate the Role of Southern and Northern Extra-tropical Pacific in Tropical Pacific Climate Variability. Geophysical Research Letters, 51(16). https://doi.org/10.1029/2024GL109466.
  4. 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
  5. 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
  6. 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.
  7. 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
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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
  19. 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.
  20. 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
  21. 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
  22. 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.
  23. 朱礼鑫，高磊，王腾，刘广鹏，李道季 *(2016). 长江河口化学需氧量（COD_Mn）输送的时空变化. 中国海洋大学学报, 46(7): 75-83.
  24. 王腾，刘广鹏，赵世烨，高磊，李道季 *(2016). 台风事件对闽江口上游营养盐和有机碳含量及通量的影响. 应用海洋学学报, 35(1): 38-46.
  25. 刘广鹏，高磊，朱礼鑫，李道季* (2015). 长江口冬季叶绿素活性荧光及遥感分析. 海洋环境科学, 34(2): 245-250.
  26. 王腾，刘广鹏，朱礼鑫，高磊，李道季* (2014). 长江口邻近海域冬、夏季溶解有机碳分布特征及影响因子研究. 海洋通报, 33(5): 533-540.
学术会议: 
2025.01 第七届厦门海洋环境开放科学大会，厦门 -- Yangtze river mouth circulation forecast based on four-dimensional variational method
2024.10 中国-挪威海洋大学联盟年度学术会议，青岛 -- Submesoscale projections under climate change: Insights from an island case study
2021.12 AGU 2021 Fall Meeting, 美国新奥尔良市 -- Dynamical characterization of the Loop Current Attractor
2019.02 Gulf of Mexico Oil Spill and Ecosystem Science Conference, 美国新奥尔良市 -- 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, 美国亚特兰大市 -- 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, 美国新奥尔良市 -- The seasonality of submesoscale mixing across the mixed layer
2017.02 Gulf of Mexico Oil Spill and Ecosystem Science Conference, 美国新奥尔良市 -- Horizontal and vertical transport of marine snow in the Gulf of Mexico
2014.11 2nd International Ocean Research Conference, 西班牙巴塞罗那市 -- Temporal and spatial variability of sea surface Chl-a in the East China Sea
2013.12 AGU 2013 Fall Meeting, 美国旧金山市 -- Responses of seawater temperature and chlorophyll-a to typhoons passing through the Changjiang Estuary and the adjacent East China Sea