Maria Janeth Molina

Works (1)

Updated: February 12th, 2024 13:56

2022 journal article

Machine Learning-Based Detection of Weather Fronts and Associated Extreme Precipitation in Historical and Future Climates

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 127(21).

By: K. Dagon *, J. Truesdale*, J. Biard, K. Kunkel n, G. Meehl * & M. Molina*

author keywords: climate modeling; machine learning; extreme precipitation; weather fronts
TL;DR: A deep learning algorithm is used to identify weather fronts in high resolution Community Earth System Model (CESM) simulations over the contiguous United States, and it is found that detected front frequencies in CESM have seasonally varying spatial patterns and responses to climate change. (via Semantic Scholar)
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