Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets

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Citation for Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets

Muszynski, G., Kashinath, K., Kurlin, V., & Wehner, M. (2019). Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets. Geoscientific Model Development, 12(2), 613–628. https://doi.org/10.5194/gmd-12-613-2019

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.