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:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Karmouche, Soufiane	Universität Bremen	UNSPECIFIED	UNSPECIFIED
Galytska, Evgenia	DLR, IPA	https://orcid.org/0000-0001-6575-1559	145342844
Runge, Jakob	DW-DAI	https://orcid.org/0000-0002-0629-1772	UNSPECIFIED
Meehl, Gerald A.	NCAR, Boulder, CO, USA	UNSPECIFIED	UNSPECIFIED
Phillips, Adam S.	NCAR, Boulder, CO, USA	UNSPECIFIED	UNSPECIFIED
Weigel, Katja	Universität Bremen, IUP, Bremen, Germany and DLR, IPA	https://orcid.org/0000-0001-6133-7801	UNSPECIFIED
Eyring, Veronika	DLR, IPA	https://orcid.org/0000-0002-6887-4885	UNSPECIFIED

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:

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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