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Inferring causation from time series in earth system sciences

Runge, Jakob and Bathiany, Sebastian and Bollt, Erik and Camps-Valls, Gustau and Coumou, Dim and Deyle, Ethan and Glymour, Clark and Kretschmer, Marlene and Mahecha, Miguel D and Muñoz-Mar\'\i, Jordi and van Nes, Egbert H and Peters, Jonas and Quax, Rick and Reichstein, Markus and Scheffer, Marten and Sch\"lkopf, Bernhard and Spirtes, Peter and Sugihara, George and Sun, Jie and Zhang, Kun and Zscheischler, Jakob (2019) Inferring causation from time series in earth system sciences. Nature Communications, 10 (1), p. 2553. Nature Publishing Group. ISSN 2041-1723

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Item URL in elib:https://elib.dlr.de/131631/
Document Type:Article
Title:Inferring causation from time series in earth system sciences
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Runge, JakobInstitute of Data Sciencehttps://orcid.org/0000-0002-0629-1772
Bathiany, SebastianUNSPECIFIEDUNSPECIFIED
Bollt, ErikUNSPECIFIEDUNSPECIFIED
Camps-Valls, GustauUNSPECIFIEDUNSPECIFIED
Coumou, DimUNSPECIFIEDUNSPECIFIED
Deyle, EthanUNSPECIFIEDUNSPECIFIED
Glymour, ClarkUNSPECIFIEDUNSPECIFIED
Kretschmer, MarleneUNSPECIFIEDUNSPECIFIED
Mahecha, Miguel DUNSPECIFIEDUNSPECIFIED
Muñoz-Mar\'\i, JordiUNSPECIFIEDUNSPECIFIED
van Nes, Egbert HUNSPECIFIEDUNSPECIFIED
Peters, JonasUNSPECIFIEDUNSPECIFIED
Quax, RickUNSPECIFIEDUNSPECIFIED
Reichstein, MarkusUNSPECIFIEDUNSPECIFIED
Scheffer, MartenUNSPECIFIEDUNSPECIFIED
Sch\"lkopf, BernhardUNSPECIFIEDUNSPECIFIED
Spirtes, PeterUNSPECIFIEDUNSPECIFIED
Sugihara, GeorgeUNSPECIFIEDUNSPECIFIED
Sun, JieUNSPECIFIEDUNSPECIFIED
Zhang, KunUNSPECIFIEDUNSPECIFIED
Zscheischler, JakobUNSPECIFIEDUNSPECIFIED
Date:2019
Journal or Publication Title:Nature Communications
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:10
Page Range:p. 2553
Publisher:Nature Publishing Group
ISSN:2041-1723
Status:Published
Keywords:causal inference climate
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:air traffic management and operations
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Climate, Weather and Environment
Location: Jena
Institutes and Institutions:Institute of Data Science > Datamangagement and Analysis
Deposited By: Runge, Jakob
Deposited On:11 Dec 2019 09:58
Last Modified:11 Dec 2019 09:58

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