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. (2018). Topological Data Analysis and Machine Learning for Recognizing Atmospheric River Patterns in Large Climate Datasets. https://doi.org/10.5194/gmd-2018-53

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.