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References and Links to Papers


Use of machine learning & deep learning in hazard prediction

Lockwood, J. W.,  Lin, N.,  Oppenheimer, M., &  Lai, C.-Y. (2022).  Using Neural Networks to Predict Hurricane Storm Surge and to Assess the Sensitivity of Surge to Storm Characteristics. Journal of Geophysical Research: Atmospheres,  127, e2022JD037617.


Impact of correlations on future flood hazard

Lockwood, J. W., Oppenheimer, M., Lin, N., Kopp E. R., Vecchi, G. & Gori, A. (2022). Correlation between future sea-level rise and tropical cyclone activity in CMIP6 models, Earth's Future.


Quantifying the physical processes that drive the response of polar regions to climate change.

Lockwood, J. W., Dufour, C. O., Griffies, S. M., & Winton, M. (2021). On the role of the Antarctic Slope Front on the occurrence of the Weddell Sea polynya under climate change, Journal of Climate, 1-56. 

Publications: Publications
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