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


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)
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science; OpenAlex)
15. Life on Land (Web of Science)
Source: Web Of Science
Added: November 21, 2022

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.