Distinguishing time-delayed causal interactions using convergent cross mapping
Ye, Hao, Deyle, Ethan R, Gilarranz, Luis J, Sugihara, George
Published in Scientific reports (05.10.2015)
Published in Scientific reports (05.10.2015)
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Journal Article
Detecting Causality in Complex Ecosystems
Sugihara, George, May, Robert, Ye, Hao, Hsieh, Chih-hao, Deyle, Ethan, Fogarty, Michael, Munch, Stephan
Published in Science (American Association for the Advancement of Science) (26.10.2012)
Published in Science (American Association for the Advancement of Science) (26.10.2012)
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Journal Article
Global environmental drivers of influenza
Deyle, Ethan R., Maher, M. Cyrus, Hernandez, Ryan D., Basu, Sanjay, Sugihara, George
Published in Proceedings of the National Academy of Sciences - PNAS (15.11.2016)
Published in Proceedings of the National Academy of Sciences - PNAS (15.11.2016)
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Journal Article
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
Published in Nature communications (14.06.2019)
Published in Nature communications (14.06.2019)
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Journal Article
Fluctuating interaction network and time-varying stability of a natural fish community
Ushio, Masayuki, Hsieh, Chih-Hao, Masuda, Reiji, Deyle, Ethan R, Ye, Hao, Chang, Chun-Wei, Sugihara, George, Kondoh, Michio
Published in Nature (London) (15.02.2018)
Published in Nature (London) (15.02.2018)
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Journal Article
Tracking and forecasting ecosystem interactions in real time
Deyle, Ethan R., May, Robert M., Munch, Stephan B., Sugihara, George
Published in Proceedings of the Royal Society. B, Biological sciences (13.01.2016)
Published in Proceedings of the Royal Society. B, Biological sciences (13.01.2016)
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Journal Article
Short-term effects of multiple outdoor environmental factors on risk of asthma exacerbations: Age-stratified time-series analysis
Lee, Seung Won, Yon, Dong Keon, James, Chase C., Lee, Shinhae, Koh, Hyun Yong, Sheen, Youn Ho, Oh, Jae-Won, Han, Man Yong, Sugihara, George
Published in Journal of allergy and clinical immunology (01.12.2019)
Published in Journal of allergy and clinical immunology (01.12.2019)
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Journal Article
Causal inference from cross-sectional earth system data with geographical convergent cross mapping
Gao, Bingbo, Yang, Jianyu, Chen, Ziyue, Sugihara, George, Li, Manchun, Stein, Alfred, Kwan, Mei-Po, Wang, Jinfeng
Published in Nature communications (21.09.2023)
Published in Nature communications (21.09.2023)
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Journal Article
Equation-free mechanistic ecosystem forecasting using empirical dynamic modeling
Ye, Hao, Beamish, Richard J., Glaser, Sarah M., Grant, Sue C. H., Hsieh, Chih-hao, Richards, Laura J., Schnute, Jon T., Sugihara, George
Published in Proceedings of the National Academy of Sciences - PNAS (31.03.2015)
Published in Proceedings of the National Academy of Sciences - PNAS (31.03.2015)
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Journal Article
Nonlinear dynamics and noise in fisheries recruitment: A global meta‐analysis
Munch, Stephan B., Giron‐Nava, Alfredo, Sugihara, George
Published in Fish and fisheries (Oxford, England) (01.11.2018)
Published in Fish and fisheries (Oxford, England) (01.11.2018)
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Journal Article
Spatial convergent cross mapping to detect causal relationships from short time series
Clark, Adam Thomas, Hao Ye, Forest Isbell, Ethan R. Deyle, Jane Cowles, G. David Tilman, George Sugihara
Published in Ecology (Durham) (01.05.2015)
Published in Ecology (Durham) (01.05.2015)
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Journal Article
Recent developments in empirical dynamic modelling
Munch, Stephan B., Rogers, Tanya L., Sugihara, George
Published in Methods in ecology and evolution (01.03.2023)
Published in Methods in ecology and evolution (01.03.2023)
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Journal Article
Early-warning signals for critical transitions
SCHEFFER, Marten, BASCOMPTE, Jordi, BROCK, William A, BROVKIN, Victor, CARPENTER, Stephen R, DAKOS, Vasilis, HELD, Hermann, VAN NES, Egbert H, RIETKERK, Max, SUGIHARA, George
Published in Nature (London) (03.09.2009)
Published in Nature (London) (03.09.2009)
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Journal Article
Predicting climate effects on Pacific sardine
Deyle, Ethan R., Fogarty, Michael, Hsieh, Chih-hao, Kaufman, Les, MacCall, Alec D., Munch, Stephan B., Perretti, Charles T., Ye, Hao, Sugihara, George
Published in Proceedings of the National Academy of Sciences - PNAS (16.04.2013)
Published in Proceedings of the National Academy of Sciences - PNAS (16.04.2013)
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