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Regime-oriented causal model evaluation of Atlantic-Pacific teleconnections in CMIP6

Karmouche, Soufiane and Galytska, Evgenia and Runge, Jakob and Meehl, Gerald A. and Phillips, Adam S. and Weigel, Katja and Eyring, Veronika (2023) Regime-oriented causal model evaluation of Atlantic-Pacific teleconnections in CMIP6. Earth System Dynamics, 14 (2), pp. 309-344. Copernicus Publications. doi: 10.5194/esd-14-309-2023. ISSN 2190-4979.

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Official URL: https://dx.doi.org/10.5194/esd-14-309-2023

Abstract

This study uses a causal discovery method to evaluate the ability of climate models to represent the interactions between the Atlantic multidecadal variability (AMV) and the Pacific decadal variability (PDV). The approach and findings in this study present a powerful methodology that can be applied to a number of environment-related topics, offering tremendous insights to improve the understanding of the complex Earth system and the state of the art of climate modeling.

Item URL in elib:https://elib.dlr.de/198506/
Document Type:Article
Title:Regime-oriented causal model evaluation of Atlantic-Pacific teleconnections in CMIP6
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Karmouche, SoufianeUniversität BremenUNSPECIFIEDUNSPECIFIED
Galytska, EvgeniaDLR, IPAhttps://orcid.org/0000-0001-6575-1559145342844
Runge, JakobDW-DAIhttps://orcid.org/0000-0002-0629-1772UNSPECIFIED
Meehl, Gerald A.NCAR, Boulder, CO, USAUNSPECIFIEDUNSPECIFIED
Phillips, Adam S.NCAR, Boulder, CO, USAUNSPECIFIEDUNSPECIFIED
Weigel, KatjaUniversität Bremen, IUP, Bremen, Germany and DLR, IPAhttps://orcid.org/0000-0001-6133-7801UNSPECIFIED
Eyring, VeronikaDLR, IPAhttps://orcid.org/0000-0002-6887-4885UNSPECIFIED
Date:21 March 2023
Journal or Publication Title:Earth System Dynamics
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:14
DOI:10.5194/esd-14-309-2023
Page Range:pp. 309-344
Publisher:Copernicus Publications
ISSN:2190-4979
Status:Published
Keywords:causal model evaluation; teleconnections; CMIP6
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Atmospheric and climate research, R - no assignment
Location: Jena , Oberpfaffenhofen
Institutes and Institutions:Institute of Atmospheric Physics > Earth System Model Evaluation and Analysis
Institute of Data Science > Data Analysis and Intelligence
Deposited By: Weigel, Katja
Deposited On:26 Oct 2023 14:47
Last Modified:26 Oct 2023 14:47

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