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Inferring causation from time series in Earth system sciences.
Runge, Jakob; Bathiany, Sebastian; Bollt, Erik; Camps-Valls, Gustau; Coumou, Dim; Deyle, Ethan; Glymour, Clark; Kretschmer, Marlene; Mahecha, Miguel D; Muñoz-Marí, Jordi; van Nes, Egbert H; Peters, Jonas; Quax, Rick; Reichstein, Markus; Scheffer, Marten; Schölkopf, Bernhard; Spirtes, Peter; Sugihara, George; Sun, Jie; Zhang, Kun; Zscheischler, Jakob.
Afiliación
  • Runge J; German Aerospace Center, Institute of Data Science, Mälzer Str. 3, 07745, Jena, Germany. jakob.runge@dlr.de.
  • Bathiany S; Grantham Institute, Imperial College, London, SW7 2AZ, UK. jakob.runge@dlr.de.
  • Bollt E; Climate Service Center Germany (GERICS), Helmholtz-Zentrum Geesthacht, Fischertwiete 1, 20095, Hamburg, Germany.
  • Camps-Valls G; Department of Environmental Sciences, Wageningen University, P.O. Box 47, NL-6700 AA, Wageningen, The Netherlands.
  • Coumou D; Department of Mathematics, Clarkson Center for Complex Systems Science (C3S2), Clarkson University, 8 Clarkson Ave., Potsdam, NY, 13699-5815, USA.
  • Deyle E; Image Processing Laboratory, Universitat de València, ES-46980, Paterna (València), Spain.
  • Glymour C; Department of Water and Climate Risk, Institute for Environmental Studies (IVM), VU University Amsterdam, De Boelelaan 1087, 1081 HV, Amsterdam, The Netherlands.
  • Kretschmer M; Potsdam Institute for Climate Impact Research, Earth System Analysis, Telegraphenberg A62, 14473, Potsdam, Germany.
  • Mahecha MD; Scripps Institution of Oceanography, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093, USA.
  • Muñoz-Marí J; Department of Philosophy, Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA, 15213, USA.
  • van Nes EH; Potsdam Institute for Climate Impact Research, Earth System Analysis, Telegraphenberg A62, 14473, Potsdam, Germany.
  • Peters J; Max Planck Institute for Biogeochemistry, PO Box 100164, 07701, Jena, Germany.
  • Quax R; Image Processing Laboratory, Universitat de València, ES-46980, Paterna (València), Spain.
  • Reichstein M; Department of Environmental Sciences, Wageningen University, P.O. Box 47, NL-6700 AA, Wageningen, The Netherlands.
  • Scheffer M; Department of Mathematical Sciences, University of Copenhagen, Universitetsparken 5, 2100, København, Denmark.
  • Schölkopf B; Institute for Informatics, University of Amsterdam, PO Box 94323, 1090 GH, Amsterdam, The Netherlands.
  • Spirtes P; Institute of Advanced Studies, University of Amsterdam, Oude Turfmarkt 147, 1012, GC, Amsterdam, The Netherlands.
  • Sugihara G; Max Planck Institute for Biogeochemistry, PO Box 100164, 07701, Jena, Germany.
  • Sun J; Department of Environmental Sciences, Wageningen University, P.O. Box 47, NL-6700 AA, Wageningen, The Netherlands.
  • Zhang K; Max Planck Institute for Intelligent Systems, Max Planck Ring 4, 72076, Tübingen, Germany.
  • Zscheischler J; Department of Philosophy, Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA, 15213, USA.
Nat Commun ; 10(1): 2553, 2019 06 14.
Article en En | MEDLINE | ID: mdl-31201306
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Texto completo: 1 Bases de datos: MEDLINE Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2019 Tipo del documento: Article País de afiliación: Alemania
Texto completo
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XML
PubMed Links
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Texto completo: 1 Bases de datos: MEDLINE Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2019 Tipo del documento: Article País de afiliación: Alemania