logo
ResearchBunny Logo
Back-to-back high category atmospheric river landfalls occur more often on the west coast of the United States

Earth Sciences

Back-to-back high category atmospheric river landfalls occur more often on the west coast of the United States

Y. Zhou, M. Wehner, et al.

The recent catastrophic atmospheric river events in California have unveiled the urgent need to comprehend high-risk weather extremes. Research conducted by Yang Zhou, Michael Wehner, and William Collins employs machine learning to reveal that high-density AR clusters lead to increased severe weather events. Discover the intricate patterns behind these climate phenomena and their projected changes in a warming world.

00:00
00:00
~3 min • Beginner • English
Abstract
The catastrophic December 2022-January 2023 nine atmospheric rivers in California underscore the urgent need to better understand such high-risk weather extremes. Here we applied a machine learning clustering tool to understand the activity of atmospheric river clusters. Reanalysis results show that clusters with high density, that is the time fraction under atmospheric river conditions within a cluster, exhibit more frequent high-category atmospheric rivers, alongside an increased likelihood for extreme precipitation and severe land surface responses. The key circulation patterns of atmospheric river clusters are primarily attributed to subseasonal variability. Furthermore, the occurrence and density of atmospheric river clusters are modulated by the daily variability of the geopotential height field. Climate model projections suggest that atmospheric river clusters with higher density and higher categories will be more frequent as warming level increases. Our findings emphasize the important role of atmospheric river clusters in the development of climate adaptation and resilience strategies.
Publisher
Communications Earth & Environment
Published On
Apr 09, 2024
Authors
Yang Zhou, Michael Wehner, William Collins
Tags
atmospheric river
California
machine learning
extreme weather
climate change
precipitation
geopotential height
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny