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Inferring causation from time series in Earth system sciences.
Runge J, Bathiany S, Bollt E, Camps-Valls G, Coumou D, Deyle E, Glymour C, Kretschmer M, Mahecha MD, Muñoz-Marí J, van Nes EH, Peters J, Quax R, Reichstein M, Scheffer M, Schölkopf B, Spirtes P, Sugihara G, Sun J, Zhang K, Zscheischler J. Runge J, et al. Among authors: sugihara g. Nat Commun. 2019 Jun 14;10(1):2553. doi: 10.1038/s41467-019-10105-3. Nat Commun. 2019. PMID: 31201306 Free PMC article. Review.
Early-warning signals for critical transitions.
Scheffer M, Bascompte J, Brock WA, Brovkin V, Carpenter SR, Dakos V, Held H, van Nes EH, Rietkerk M, Sugihara G. Scheffer M, et al. Among authors: sugihara g. Nature. 2009 Sep 3;461(7260):53-9. doi: 10.1038/nature08227. Nature. 2009. PMID: 19727193 Review.
Detecting causality in complex ecosystems.
Sugihara G, May R, Ye H, Hsieh CH, Deyle E, Fogarty M, Munch S. Sugihara G, et al. Science. 2012 Oct 26;338(6106):496-500. doi: 10.1126/science.1227079. Epub 2012 Sep 20. Science. 2012. PMID: 22997134
Predicting climate effects on Pacific sardine.
Deyle ER, Fogarty M, Hsieh CH, Kaufman L, MacCall AD, Munch SB, Perretti CT, Ye H, Sugihara G. Deyle ER, et al. Among authors: sugihara g. Proc Natl Acad Sci U S A. 2013 Apr 16;110(16):6430-5. doi: 10.1073/pnas.1215506110. Epub 2013 Mar 27. Proc Natl Acad Sci U S A. 2013. PMID: 23536299 Free PMC article.
221 results