Detecting Climate Teleconnections With Granger Causality

Volume: 48, Issue: 18
Published: Sep 14, 2021
Abstract
Climate system teleconnections are crucial for improving climate predictability, but difficult to quantify. Standard approaches to identify teleconnections are often based on correlations between time series. Here we present a novel method leveraging Granger causality, which can infer/detect relationships between any two fields. We compare teleconnections identified by correlation and Granger causality at different timescales. We find that both...
Paper Details
Title
Detecting Climate Teleconnections With Granger Causality
Published Date
Sep 14, 2021
Volume
48
Issue
18
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