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New Insights on Subseasonal Arctic–Midlatitude Causal Connections from a Regularized Regression Model

Authors :
Elizabeth A. Barnes
Marie C. McGraw
Source :
Journal of Climate. 33:213-228
Publication Year :
2019
Publisher :
American Meteorological Society, 2019.

Abstract

Arctic–midlatitude teleconnections are complex and multifaceted. By design, targeted modeling studies typically focus only on one direction of influence—usually, the midlatitude atmospheric response to a changing Arctic. The two-way, coupled feedbacks between the Arctic and the midlatitude circulation on submonthly time scales are explored using a regularized regression model formulated around Granger causality. The regularized regression model indicates that there are regions in which Arctic temperature drives a midlatitude circulation response, and regions in which the midlatitude circulation drives a response in the Arctic; however, these regions rarely overlap. In many regions, on submonthly time scales, the midlatitude circulation drives Arctic temperature variability, highlighting the important role the midlatitude circulation can play in impacting the Arctic. In particular, the regularized regression model results support recent work that indicates that the observed high pressure anomalies over Eurasia drive a significant response in the Arctic on submonthly time scales, rather than being driven by the Arctic.

Details

ISSN :
15200442 and 08948755
Volume :
33
Database :
OpenAIRE
Journal :
Journal of Climate
Accession number :
edsair.doi...........9ec14d13e26d86469f1d9402724fcb86