刘广鹏

职称: 
研究员
研究专长: 
海洋数值模拟和数据同化技术的开发与应用
海洋多尺度动力学及气候变化相关研究
机器学习技术在海洋学的应用研究
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A331
学术任职: 
2021.11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
学术论文: 
  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 Sciences, 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 Sciences, 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 Sciences, 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 Sciences, 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 Sciences, 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. 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.
  21. 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.
  22. 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.
  23. 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: 
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