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Inferring causation from time series in Earth system sciences

Authors

Runge,  J.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Bathiany,  S.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Bollt,  E.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Camps-Valls,  G.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

/persons/resource/coumou

Coumou,  Dim
Potsdam Institute for Climate Impact Research;

Deyle,  E.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Glymour,  C.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Kretschmer,  M.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Mahecha,  M. D.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Munoz-Mari,  J.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Nes,  E. H. van
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Peters,  J.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Quax,  R.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Reichstein,  M.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Scheffer,  M.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Schölkopf,  B.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Spirtes,  P.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Sugihara,  G.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Sun,  J.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Zhang,  K.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

Zscheischler,  J.
Potsdam Institute for Climate Impact Research and Cooperation Partners;

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Citation

Runge, J., Bathiany, S., Bollt, E., Camps-Valls, G., Coumou, D., Deyle, E., Glymour, C., Kretschmer, M., Mahecha, M. D., Munoz-Mari, J., Nes, E. H. v., Peters, J., Quax, R., Reichstein, M., Scheffer, M., Schölkopf, B., Spirtes, P., Sugihara, G., Sun, J., Zhang, K., Zscheischler, J. (2019): Inferring causation from time series in Earth system sciences. - Nature Communications, 10, Art. 2553.
https://doi.org/10.1038/s41467-019-10105-3


Cite as: https://publications.pik-potsdam.de/pubman/item/item_23781
Abstract
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