Deep Learning for Detecting Extreme Weather Patterns

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Citation for Deep Learning for Detecting Extreme Weather Patterns

Mudigonda, M., Ram, P., Kashinath, K., Racah, E., Mahesh, A., Liu, Y., Beckham, C., Biard, J., Kurth, T., Kim, S., Kahou, S., Maharaj, T., Loring, B., Pal, C., O’Brien, T., Kunkel, K. E., Wehner, M. F., & Collins, W. D. (2021). Deep Learning for Detecting Extreme Weather Patterns. Deep Learning for the Earth Sciences, 161–185. Portico. https://doi.org/10.1002/9781119646181.ch12

The Calibrated and Systematic Characterization, Attribution, and Detection of Extremes (CASCADE) project advances the Nation’s ability to identify and project climate extremes and how they are impacted by environmental drivers.