Causal networks for climate model evaluation and constrained projections

Algorithms to assess causal relationships in data sets have seen increasing applications in climate science in recent years. Here, the authors show that these techniques can help to systematically evaluate the performance of climate models and, as a result, to constrain uncertainties in future clima...

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Autores principales:	Peer Nowack, Jakob Runge, Veronika Eyring, Joanna D. Haigh
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/f2492531e1f54417b930e5cbab085b2d
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spelling	oai:doaj.org-article:f2492531e1f54417b930e5cbab085b2d2021-12-02T17:32:41ZCausal networks for climate model evaluation and constrained projections10.1038/s41467-020-15195-y2041-1723https://doaj.org/article/f2492531e1f54417b930e5cbab085b2d2020-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-15195-yhttps://doaj.org/toc/2041-1723Algorithms to assess causal relationships in data sets have seen increasing applications in climate science in recent years. Here, the authors show that these techniques can help to systematically evaluate the performance of climate models and, as a result, to constrain uncertainties in future climate change projections.Peer NowackJakob RungeVeronika EyringJoanna D. HaighNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-11 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Peer Nowack Jakob Runge Veronika Eyring Joanna D. Haigh Causal networks for climate model evaluation and constrained projections
description	Algorithms to assess causal relationships in data sets have seen increasing applications in climate science in recent years. Here, the authors show that these techniques can help to systematically evaluate the performance of climate models and, as a result, to constrain uncertainties in future climate change projections.
format	article
author	Peer Nowack Jakob Runge Veronika Eyring Joanna D. Haigh
author_facet	Peer Nowack Jakob Runge Veronika Eyring Joanna D. Haigh
author_sort	Peer Nowack
title	Causal networks for climate model evaluation and constrained projections
title_short	Causal networks for climate model evaluation and constrained projections
title_full	Causal networks for climate model evaluation and constrained projections
title_fullStr	Causal networks for climate model evaluation and constrained projections
title_full_unstemmed	Causal networks for climate model evaluation and constrained projections
title_sort	causal networks for climate model evaluation and constrained projections
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/f2492531e1f54417b930e5cbab085b2d
work_keys_str_mv	AT peernowack causalnetworksforclimatemodelevaluationandconstrainedprojections AT jakobrunge causalnetworksforclimatemodelevaluationandconstrainedprojections AT veronikaeyring causalnetworksforclimatemodelevaluationandconstrainedprojections AT joannadhaigh causalnetworksforclimatemodelevaluationandconstrainedprojections
_version_	1718380221114089472

Causal networks for climate model evaluation and constrained projections

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