Strnad, Felix M.
[VerfasserIn];
Schlör, Jakob
[VerfasserIn];
Fröhlich, Christian
[VerfasserIn];
Goswami, Bedartha
[VerfasserIn];
1 Cluster of Excellence Machine Learning New Perspectives for Science Universität Tübingen Tübingen Germany
[VerfasserIn]
Teleconnection Patterns of Different El Niño Types Revealed by Climate Network Curvature
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Medientyp:
E-Artikel
Titel:
Teleconnection Patterns of Different El Niño Types Revealed by Climate Network Curvature
Beteiligte:
Strnad, Felix M.
[VerfasserIn];
Schlör, Jakob
[VerfasserIn];
Fröhlich, Christian
[VerfasserIn];
Goswami, Bedartha
[VerfasserIn];
1 Cluster of Excellence Machine Learning New Perspectives for Science Universität Tübingen Tübingen Germany
[VerfasserIn]
Anmerkungen:
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Beschreibung:
The diversity of El Niño events is commonly described by two distinct flavors, the Eastern Pacific (EP) and Central Pacific (CP) type. While the remote impacts, that is, teleconnections, of EP and CP events have been studied for different regions individually, a global picture of their structure is still lacking. Here, we use Forman‐Ricci curvature applied on climate networks constructed from surface air temperature data to distinguish regional links from teleconnections. Our results confirm that both El Niño types influence the teleconnection patterns, however, with different spatial manifestations. Our analysis suggests that EP El Niños alter the general circulation which changes the teleconnection structure to primarily tropical teleconnections. In contrast, the teleconnection pattern of CP El Niños show only subtle changes to normal conditions. Moreover, this work identifies the dynamics of the Eastern Pacific as a proxy for the remote impact of both El Niño types. ; Plain Language Summary: El Niño events, characterized by anomalous sea surface temperatures (SSTs) in the Tropical Pacific, come in two flavors; Eastern Pacific (EP) and Central Pacific (CP) types, depending on the longitudinal location of the strongest SST anomalies. Their remote impacts, known as teleconnections, differ. Although there are many studies investigating teleconnections of EP and CP events for individual target regions, a global analysis of the spatial distribution of their teleconnections is still lacking. In this study, we use the theory of complex networks to study EP and CP El Niño teleconnections. We construct “climate networks” from global surface air temperature data and use the notion of “curvature” of a network link to uncover their spatial organization. We show that the most negatively curved links highlight important teleconnection patterns that differ depending on the El Niño type. EP events change the teleconnection structure to the tropics while CP and Normal year conditions reveal teleconnections to all latitudes. ...