Dynamic Regimes of El Niño Southern Oscillation and Influenza Pandemic Timing
Identifieur interne : 000720 ( Main/Merge ); précédent : 000719; suivant : 000721Dynamic Regimes of El Niño Southern Oscillation and Influenza Pandemic Timing
Auteurs : Olusegun Steven Ayodele Oluwole [Nigeria]Source :
- Frontiers in Public Health [ 2296-2565 ] ; 2017.
Abstract
El Niño southern oscillation (ENSO) dynamics has been shown to drive seasonal influenza dynamics. Severe seasonal influenza epidemics and the 2009–2010 pandemic were coincident with chaotic regime of ENSO dynamics. ENSO dynamics from 1876 to 2016 were characterized to determine if influenza pandemics are coupled to chaotic regimes. Time-varying spectra of southern oscillation index (SOI) and sea surface temperature (SST) were compared. SOI and SST were decomposed to components using the algorithm of noise-assisted multivariate empirical mode decomposition. The components were Hilbert transformed to generate instantaneous amplitudes and phases. The trajectories and attractors of components were characterized in polar coordinates and state space. Influenza pandemics were mapped to dynamic regimes of SOI and SST joint recurrence of annual components. State space geometry of El Niños lagged by influenza pandemics were characterized and compared with other El Niños. Timescales of SOI and SST components ranged from sub-annual to multidecadal. The trajectories of SOI and SST components and the joint recurrence of annual components were dissipative toward chaotic attractors. Periodic, quasi-periodic, and chaotic regimes were present in the recurrence of trajectories, but chaos–chaos transitions dominated. Influenza pandemics occurred during chaotic regimes of significantly low transitivity dimension (
Url:
DOI: 10.3389/fpubh.2017.00301
PubMed: 29218303
PubMed Central: 5703710
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Dynamic Regimes of El Niño Southern Oscillation and Influenza Pandemic Timing</title><author><name sortKey="Oluwole, Olusegun Steven Ayodele" sort="Oluwole, Olusegun Steven Ayodele" uniqKey="Oluwole O" first="Olusegun Steven Ayodele" last="Oluwole">Olusegun Steven Ayodele Oluwole</name><affiliation wicri:level="1"><nlm:aff id="aff1"><institution>Neurology Unit, College of Medicine, University of Ibadan</institution>,<addr-line>Ibadan</addr-line>,<country>Nigeria</country></nlm:aff><country xml:lang="fr">Nigeria</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">29218303</idno><idno type="pmc">5703710</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5703710</idno><idno type="RBID">PMC:5703710</idno><idno type="doi">10.3389/fpubh.2017.00301</idno><date when="2017">2017</date><idno type="wicri:Area/Pmc/Corpus">000A35</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000A35</idno><idno type="wicri:Area/Pmc/Curation">000A35</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000A35</idno><idno type="wicri:Area/Pmc/Checkpoint">000243</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000243</idno><idno type="wicri:source">PubMed</idno><idno type="RBID">pubmed:29218303</idno><idno type="wicri:Area/PubMed/Corpus">000348</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000348</idno><idno type="wicri:Area/PubMed/Curation">000348</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000348</idno><idno type="wicri:Area/PubMed/Checkpoint">000415</idno><idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000415</idno><idno type="wicri:Area/Ncbi/Merge">001D43</idno><idno type="wicri:Area/Ncbi/Curation">001D43</idno><idno type="wicri:Area/Ncbi/Checkpoint">001D43</idno><idno type="wicri:Area/Main/Merge">000720</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Dynamic Regimes of El Niño Southern Oscillation and Influenza Pandemic Timing</title><author><name sortKey="Oluwole, Olusegun Steven Ayodele" sort="Oluwole, Olusegun Steven Ayodele" uniqKey="Oluwole O" first="Olusegun Steven Ayodele" last="Oluwole">Olusegun Steven Ayodele Oluwole</name><affiliation wicri:level="1"><nlm:aff id="aff1"><institution>Neurology Unit, College of Medicine, University of Ibadan</institution>,<addr-line>Ibadan</addr-line>,<country>Nigeria</country></nlm:aff><country xml:lang="fr">Nigeria</country><wicri:regionArea># see nlm:aff country strict</wicri:regionArea></affiliation></author></analytic><series><title level="j">Frontiers in Public Health</title><idno type="eISSN">2296-2565</idno><imprint><date when="2017">2017</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>El Niño southern oscillation (ENSO) dynamics has been shown to drive seasonal influenza dynamics. Severe seasonal influenza epidemics and the 2009–2010 pandemic were coincident with chaotic regime of ENSO dynamics. ENSO dynamics from 1876 to 2016 were characterized to determine if influenza pandemics are coupled to chaotic regimes. Time-varying spectra of southern oscillation index (SOI) and sea surface temperature (SST) were compared. SOI and SST were decomposed to components using the algorithm of noise-assisted multivariate empirical mode decomposition. The components were Hilbert transformed to generate instantaneous amplitudes and phases. The trajectories and attractors of components were characterized in polar coordinates and state space. Influenza pandemics were mapped to dynamic regimes of SOI and SST joint recurrence of annual components. State space geometry of El Niños lagged by influenza pandemics were characterized and compared with other El Niños. Timescales of SOI and SST components ranged from sub-annual to multidecadal. The trajectories of SOI and SST components and the joint recurrence of annual components were dissipative toward chaotic attractors. Periodic, quasi-periodic, and chaotic regimes were present in the recurrence of trajectories, but chaos–chaos transitions dominated. Influenza pandemics occurred during chaotic regimes of significantly low transitivity dimension (<italic>p</italic> < 0.0001). El Niños lagged by influenza pandemics had distinct state space geometry (<italic>p</italic> < 0.0001). Chaotic dynamics explains the aperiodic timing, and varying duration and strength of El Niños. Coupling of all influenza pandemics of the past 140 years to chaotic regimes of low transitivity indicate that ENSO dynamics drives influenza pandemic dynamics. Forecasts models from ENSO dynamics should compliment surveillance for novel influenza viruses.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Oluwole, Osa" uniqKey="Oluwole O">OSA Oluwole</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Oluwole, Osa" uniqKey="Oluwole O">OSA Oluwole</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mummert, A" uniqKey="Mummert A">A Mummert</name></author><author><name sortKey="Weiss, H" uniqKey="Weiss H">H Weiss</name></author><author><name sortKey="Long, L" uniqKey="Long L">L Long</name></author><author><name sortKey="Amig, Jm" uniqKey="Amig J">JM Amigó</name></author><author><name sortKey="Wan, X" uniqKey="Wan X">X Wan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hirve, S" uniqKey="Hirve S">S Hirve</name></author><author><name sortKey="Newman, Lp" uniqKey="Newman L">LP Newman</name></author><author><name sortKey="Paget, J" uniqKey="Paget J">J Paget</name></author><author><name sortKey="Azziz Baumgartner, E" uniqKey="Azziz Baumgartner E">E Azziz-Baumgartner</name></author><author><name sortKey="Fitzner, J" uniqKey="Fitzner J">J Fitzner</name></author><author><name sortKey="Bhat, N" uniqKey="Bhat N">N Bhat</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tamerius, Jd" uniqKey="Tamerius J">JD Tamerius</name></author><author><name sortKey="Shaman, J" uniqKey="Shaman J">J Shaman</name></author><author><name sortKey="Alonso, Wj" uniqKey="Alonso W">WJ Alonso</name></author><author><name sortKey="Bloom Feshbach, K" uniqKey="Bloom Feshbach K">K Bloom-Feshbach</name></author><author><name sortKey="Uejio, Ck" uniqKey="Uejio C">CK Uejio</name></author><author><name sortKey="Comrie, A" uniqKey="Comrie A">A Comrie</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lindsley, Wg" uniqKey="Lindsley W">WG Lindsley</name></author><author><name sortKey="Blachere, Fm" uniqKey="Blachere F">FM Blachere</name></author><author><name sortKey="Thewlis, Re" uniqKey="Thewlis R">RE Thewlis</name></author><author><name sortKey="Vishnu, A" uniqKey="Vishnu A">A Vishnu</name></author><author><name sortKey="Davis, Ka" uniqKey="Davis K">KA Davis</name></author><author><name sortKey="Cao, G" uniqKey="Cao G">G Cao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Morawska, L" uniqKey="Morawska L">L Morawska</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Thomas, Y" uniqKey="Thomas Y">Y Thomas</name></author><author><name sortKey="Boquete Suter, P" uniqKey="Boquete Suter P">P Boquete-Suter</name></author><author><name sortKey="Koch, D" uniqKey="Koch D">D Koch</name></author><author><name sortKey="Pittet, D" uniqKey="Pittet D">D Pittet</name></author><author><name sortKey="Kaiser, L" uniqKey="Kaiser L">L Kaiser</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nikitin, N" uniqKey="Nikitin N">N Nikitin</name></author><author><name sortKey="Petrova, E" uniqKey="Petrova E">E Petrova</name></author><author><name sortKey="Trifonova, E" uniqKey="Trifonova E">E Trifonova</name></author><author><name sortKey="Karpova, O" uniqKey="Karpova O">O Karpova</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lowen, Ac" uniqKey="Lowen A">AC Lowen</name></author><author><name sortKey="Mubareka, S" uniqKey="Mubareka S">S Mubareka</name></author><author><name sortKey="Steel, J" uniqKey="Steel J">J Steel</name></author><author><name sortKey="Palese, P" uniqKey="Palese P">P Palese</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Shaman, J" uniqKey="Shaman J">J Shaman</name></author><author><name sortKey="Pitzer, Ve" uniqKey="Pitzer V">VE Pitzer</name></author><author><name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name></author><author><name sortKey="Grenfell, Bt" uniqKey="Grenfell B">BT Grenfell</name></author><author><name sortKey="Lipsitch, M" uniqKey="Lipsitch M">M Lipsitch</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mazzarella, A" uniqKey="Mazzarella A">A Mazzarella</name></author><author><name sortKey="Giuliacci, A" uniqKey="Giuliacci A">A Giuliacci</name></author><author><name sortKey="Pregliasco, F" uniqKey="Pregliasco F">F Pregliasco</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Walker, Gt" uniqKey="Walker G">GT Walker</name></author><author><name sortKey="Bliss, Ew" uniqKey="Bliss E">EW Bliss</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bjerknes, J" uniqKey="Bjerknes J">J Bjerknes</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Philander, Sgh" uniqKey="Philander S">SGH Philander</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cane, Ma" uniqKey="Cane M">MA Cane</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wyrtki, K" uniqKey="Wyrtki K">K Wyrtki</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Null, J" uniqKey="Null J">J Null</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="An, S" uniqKey="An S">S An</name></author><author><name sortKey="Wang, B" uniqKey="Wang B">B Wang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="An, S" uniqKey="An S">S An</name></author><author><name sortKey="Jin, Ff" uniqKey="Jin F">FF Jin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Oluwole, Osa" uniqKey="Oluwole O">OSA Oluwole</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Stuecker, Mf" uniqKey="Stuecker M">MF Stuecker</name></author><author><name sortKey="Jin, Ff" uniqKey="Jin F">FF Jin</name></author><author><name sortKey="Timmermann, A" uniqKey="Timmermann A">A Timmermann</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rasmusson, Em" uniqKey="Rasmusson E">EM Rasmusson</name></author><author><name sortKey="Carpenter, Th" uniqKey="Carpenter T">TH Carpenter</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Quinn, Wh" uniqKey="Quinn W">WH Quinn</name></author><author><name sortKey="Neal, Vt" uniqKey="Neal V">VT Neal</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Taubenberger, J" uniqKey="Taubenberger J">J Taubenberger</name></author><author><name sortKey="Morens, Dm" uniqKey="Morens D">DM Morens</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Richard, Sa" uniqKey="Richard S">SA Richard</name></author><author><name sortKey="Sugaya, N" uniqKey="Sugaya N">N Sugaya</name></author><author><name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name></author><author><name sortKey="Miller, Ma" uniqKey="Miller M">MA Miller</name></author><author><name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bandaranayake, D" uniqKey="Bandaranayake D">D Bandaranayake</name></author><author><name sortKey="Jacobs, M" uniqKey="Jacobs M">M Jacobs</name></author><author><name sortKey="Baker, M" uniqKey="Baker M">M Baker</name></author><author><name sortKey="Hunt, D" uniqKey="Hunt D">D Hunt</name></author><author><name sortKey="Wood, T" uniqKey="Wood T">T Wood</name></author><author><name sortKey="Bissielo, A" uniqKey="Bissielo A">A Bissielo</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kempinska Miroslawska, B" uniqKey="Kempinska Miroslawska B">B Kempinska-Miroslawska</name></author><author><name sortKey="Wozniak Kosek, A" uniqKey="Wozniak Kosek A">A Wozniak-Kosek</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Skog, L" uniqKey="Skog L">L Skog</name></author><author><name sortKey="Linde, A" uniqKey="Linde A">A Linde</name></author><author><name sortKey="Palmgren, H" uniqKey="Palmgren H">H Palmgren</name></author><author><name sortKey="Hauska, H" uniqKey="Hauska H">H Hauska</name></author><author><name sortKey="Elgh, F" uniqKey="Elgh F">F Elgh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Barnett, A" uniqKey="Barnett A">A Barnett</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Daubechies, I" uniqKey="Daubechies I">I Daubechies</name></author><author><name sortKey="Lu, J" uniqKey="Lu J">J Lu</name></author><author><name sortKey="Wu, Ht" uniqKey="Wu H">HT Wu</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Boashash, B" uniqKey="Boashash B">B Boashash</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Huang, Ne" uniqKey="Huang N">NE Huang</name></author><author><name sortKey="Shen, Z" uniqKey="Shen Z">Z Shen</name></author><author><name sortKey="Long, Sr" uniqKey="Long S">SR Long</name></author><author><name sortKey="Wu, Mc" uniqKey="Wu M">MC Wu</name></author><author><name sortKey="Shih, Hh" uniqKey="Shih H">HH Shih</name></author><author><name sortKey="Zheng, Q" uniqKey="Zheng Q">Q Zheng</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rehman, N" uniqKey="Rehman N">N Rehman</name></author><author><name sortKey="Mandic, Dp" uniqKey="Mandic D">DP Mandic</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Packard, N" uniqKey="Packard N">N Packard</name></author><author><name sortKey="Crutchfield, J" uniqKey="Crutchfield J">J Crutchfield</name></author><author><name sortKey="Farmer, J" uniqKey="Farmer J">J Farmer</name></author><author><name sortKey="Shaw, R" uniqKey="Shaw R">R Shaw</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Takens, F" uniqKey="Takens F">F Takens</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cao, L" uniqKey="Cao L">L Cao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Martinerie, Jm" uniqKey="Martinerie J">JM Martinerie</name></author><author><name sortKey="Albano, Am" uniqKey="Albano A">AM Albano</name></author><author><name sortKey="Mees, Ai" uniqKey="Mees A">AI Mees</name></author><author><name sortKey="Rapp, Pe" uniqKey="Rapp P">PE Rapp</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kantelhardt, Jw" uniqKey="Kantelhardt J">JW Kantelhardt</name></author><author><name sortKey="Zschiegner, Sa" uniqKey="Zschiegner S">SA Zschiegner</name></author><author><name sortKey="Koscielny Bunde, E" uniqKey="Koscielny Bunde E">E Koscielny-Bunde</name></author><author><name sortKey="Havlin, S" uniqKey="Havlin S">S Havlin</name></author><author><name sortKey="Bunde, A" uniqKey="Bunde A">A Bunde</name></author><author><name sortKey="Stanley, He" uniqKey="Stanley H">HE Stanley</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mandelbroit, B" uniqKey="Mandelbroit B">B Mandelbroit</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ihlen, Eaf" uniqKey="Ihlen E">EAF Ihlen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wolf, R" uniqKey="Wolf R">R Wolf</name></author><author><name sortKey="Swift, Jb" uniqKey="Swift J">JB Swift</name></author><author><name sortKey="Swinney, Hl" uniqKey="Swinney H">HL Swinney</name></author><author><name sortKey="Vastano, Ja" uniqKey="Vastano J">JA Vastano</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Eckmann, Jp" uniqKey="Eckmann J">JP Eckmann</name></author><author><name sortKey="Kamphorst, So" uniqKey="Kamphorst S">SO Kamphorst</name></author><author><name sortKey="Ruelle, D" uniqKey="Ruelle D">D Ruelle</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Marwan, N" uniqKey="Marwan N">N Marwan</name></author><author><name sortKey="Romano, Mc" uniqKey="Romano M">MC Romano</name></author><author><name sortKey="Thiel, M" uniqKey="Thiel M">M Thiel</name></author><author><name sortKey="Kurths, J" uniqKey="Kurths J">J Kurths</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gao, J" uniqKey="Gao J">J Gao</name></author><author><name sortKey="Cai, H" uniqKey="Cai H">H Cai</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Marwan, N" uniqKey="Marwan N">N Marwan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Marwan, N" uniqKey="Marwan N">N Marwan</name></author><author><name sortKey="Wessel, N" uniqKey="Wessel N">N Wessel</name></author><author><name sortKey="Meyerfeldt, U" uniqKey="Meyerfeldt U">U Meyerfeldt</name></author><author><name sortKey="Schirdewan, A" uniqKey="Schirdewan A">A Schirdewan</name></author><author><name sortKey="Kurths, J" uniqKey="Kurths J">J Kurths</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Donner, Rv" uniqKey="Donner R">RV Donner</name></author><author><name sortKey="Zou, Y" uniqKey="Zou Y">Y Zou</name></author><author><name sortKey="Donges, Jf" uniqKey="Donges J">JF Donges</name></author><author><name sortKey="Marwan, N" uniqKey="Marwan N">N Marwan</name></author><author><name sortKey="Kurths, J" uniqKey="Kurths J">J Kurths</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Campanharo, Aslo" uniqKey="Campanharo A">ASLO Campanharo</name></author><author><name sortKey="Sirer, Mi" uniqKey="Sirer M">MI Sirer</name></author><author><name sortKey="Malmgren, Rd" uniqKey="Malmgren R">RD Malmgren</name></author><author><name sortKey="Ramos, Fm" uniqKey="Ramos F">FM Ramos</name></author><author><name sortKey="Amaral, Lan" uniqKey="Amaral L">LAN Amaral</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Donges, Jf" uniqKey="Donges J">JF Donges</name></author><author><name sortKey="Heitzig, J" uniqKey="Heitzig J">J Heitzig</name></author><author><name sortKey="Beronov, B" uniqKey="Beronov B">B Beronov</name></author><author><name sortKey="Wiedermann, M" uniqKey="Wiedermann M">M Wiedermann</name></author><author><name sortKey="Runge, J" uniqKey="Runge J">J Runge</name></author><author><name sortKey="Feng, Qy" uniqKey="Feng Q">QY Feng</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rehman, N" uniqKey="Rehman N">N Rehman</name></author><author><name sortKey="Mandic, Dp" uniqKey="Mandic D">DP Mandic</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Core Team, R" uniqKey="Core Team R">R Core Team</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Romano, Mc" uniqKey="Romano M">MC Romano</name></author><author><name sortKey="Thiel, M" uniqKey="Thiel M">M Thiel</name></author><author><name sortKey="Kurths, J" uniqKey="Kurths J">J Kurths</name></author><author><name sortKey="Kiss, Iz" uniqKey="Kiss I">IZ Kiss</name></author><author><name sortKey="Hudson, Jl" uniqKey="Hudson J">JL Hudson</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Liu, Z" uniqKey="Liu Z">Z Liu</name></author><author><name sortKey="Lu, Z" uniqKey="Lu Z">Z Lu</name></author><author><name sortKey="Wen, X" uniqKey="Wen X">X Wen</name></author><author><name sortKey="Otto Bliesner, Bl" uniqKey="Otto Bliesner B">BL Otto-Bliesner</name></author><author><name sortKey="Timmermann, A" uniqKey="Timmermann A">A Timmermann</name></author><author><name sortKey="Cobb, Km" uniqKey="Cobb K">KM Cobb</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Apel, Jr" uniqKey="Apel J">JR Apel</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Horton, De" uniqKey="Horton D">DE Horton</name></author><author><name sortKey="Johnson, Nc" uniqKey="Johnson N">NC Johnson</name></author><author><name sortKey="Singh, D" uniqKey="Singh D">D Singh</name></author><author><name sortKey="Swain, Dl" uniqKey="Swain D">DL Swain</name></author><author><name sortKey="Rajaratnam, B" uniqKey="Rajaratnam B">B Rajaratnam</name></author><author><name sortKey="Diffenbaugh, Ns" uniqKey="Diffenbaugh N">NS Diffenbaugh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Aceituno, P" uniqKey="Aceituno P">P Aceituno</name></author><author><name sortKey="Prieto, Mr" uniqKey="Prieto M">MR Prieto</name></author><author><name sortKey="Solari, Me" uniqKey="Solari M">ME Solari</name></author><author><name sortKey="Mart Nez, A" uniqKey="Mart Nez A">A Martýnez</name></author><author><name sortKey="Poveda, G" uniqKey="Poveda G">G Poveda</name></author><author><name sortKey="Falvey, M" uniqKey="Falvey M">M Falvey</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ortlieb, L" uniqKey="Ortlieb L">L Ortlieb</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kantz, H" uniqKey="Kantz H">H Kantz</name></author><author><name sortKey="Schreiber, T" uniqKey="Schreiber T">T Schreiber</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Suarez, Mj" uniqKey="Suarez M">MJ Suarez</name></author><author><name sortKey="Schopf, Ps" uniqKey="Schopf P">PS Schopf</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tziperman, E" uniqKey="Tziperman E">E Tziperman</name></author><author><name sortKey="Stone, L" uniqKey="Stone L">L Stone</name></author><author><name sortKey="Cane, Ma" uniqKey="Cane M">MA Cane</name></author><author><name sortKey="Jarosh, H" uniqKey="Jarosh H">H Jarosh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Grebogi, C" uniqKey="Grebogi C">C Grebogi</name></author><author><name sortKey="Ott, E" uniqKey="Ott E">E Ott</name></author><author><name sortKey="Yorke, Ja" uniqKey="Yorke J">JA Yorke</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ruelle, D" uniqKey="Ruelle D">D Ruelle</name></author><author><name sortKey="Takens, F" uniqKey="Takens F">F Takens</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Ausloos, M" uniqKey="Ausloos M">M Ausloos</name></author><author><name sortKey="Ivanova, K" uniqKey="Ivanova K">K Ivanova</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Song, W" uniqKey="Song W">W Song</name></author><author><name sortKey="Liang, J" uniqKey="Liang J">J Liang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lorenz, E" uniqKey="Lorenz E">E Lorenz</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pikovsky, A" uniqKey="Pikovsky A">A Pikovsky</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Jin, Ff" uniqKey="Jin F">FF Jin</name></author><author><name sortKey="Neelin, Jd" uniqKey="Neelin J">JD Neelin</name></author><author><name sortKey="Ghil, M" uniqKey="Ghil M">M Ghil</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Boccaletti, S" uniqKey="Boccaletti S">S Boccaletti</name></author><author><name sortKey="Kurths, J" uniqKey="Kurths J">J Kurths</name></author><author><name sortKey="Osipov, G" uniqKey="Osipov G">G Osipov</name></author><author><name sortKey="Valladares, Dl" uniqKey="Valladares D">DL Valladares</name></author><author><name sortKey="Zhou, Cs" uniqKey="Zhou C">CS Zhou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Newman, Mej" uniqKey="Newman M">MEJ Newman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Watts, Dj" uniqKey="Watts D">DJ Watts</name></author><author><name sortKey="Strogatz, Sh" uniqKey="Strogatz S">SH Strogatz</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Brarabasi, A" uniqKey="Brarabasi A">A Brarabasi</name></author><author><name sortKey="Ravasz, E" uniqKey="Ravasz E">E Ravasz</name></author><author><name sortKey="Vicsek, T" uniqKey="Vicsek T">T Vicsek</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Budroni, Ma" uniqKey="Budroni M">MA Budroni</name></author><author><name sortKey="Baronchelli, A" uniqKey="Baronchelli A">A Baronchelli</name></author><author><name sortKey="Pastor Satorras, R" uniqKey="Pastor Satorras R">R Pastor-Satorras</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Webster, Rg" uniqKey="Webster R">RG Webster</name></author><author><name sortKey="Bean, Wj" uniqKey="Bean W">WJ Bean</name></author><author><name sortKey="Gorman, Ot" uniqKey="Gorman O">OT Gorman</name></author><author><name sortKey="Chambers, Tm" uniqKey="Chambers T">TM Chambers</name></author><author><name sortKey="Kawaoka, Y" uniqKey="Kawaoka Y">Y Kawaoka</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Taubenberger, Jk" uniqKey="Taubenberger J">JK Taubenberger</name></author><author><name sortKey="Morens, Dm" uniqKey="Morens D">DM Morens</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Noda, T" uniqKey="Noda T">T Noda</name></author><author><name sortKey="Sagara, H" uniqKey="Sagara H">H Sagara</name></author><author><name sortKey="Yen, A" uniqKey="Yen A">A Yen</name></author><author><name sortKey="Takada, A" uniqKey="Takada A">A Takada</name></author><author><name sortKey="Kida, H" uniqKey="Kida H">H Kida</name></author><author><name sortKey="Cheng, Rh" uniqKey="Cheng R">RH Cheng</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Smith, Gj" uniqKey="Smith G">GJ Smith</name></author><author><name sortKey="Bahl, J" uniqKey="Bahl J">J Bahl</name></author><author><name sortKey="Vijaykrishna, D" uniqKey="Vijaykrishna D">D Vijaykrishna</name></author><author><name sortKey="Zhang, J" uniqKey="Zhang J">J Zhang</name></author><author><name sortKey="Poon, Ll" uniqKey="Poon L">LL Poon</name></author><author><name sortKey="Chen, H" uniqKey="Chen H">H Chen</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Garten, Rj" uniqKey="Garten R">RJ Garten</name></author><author><name sortKey="Davis, Ct" uniqKey="Davis C">CT Davis</name></author><author><name sortKey="Russell, Ca" uniqKey="Russell C">CA Russell</name></author><author><name sortKey="Shu, B" uniqKey="Shu B">B Shu</name></author><author><name sortKey="Lindstrom, S" uniqKey="Lindstrom S">S Lindstrom</name></author><author><name sortKey="Balish, A" uniqKey="Balish A">A Balish</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Vijaykrishna, D" uniqKey="Vijaykrishna D">D Vijaykrishna</name></author><author><name sortKey="Poon, Ll" uniqKey="Poon L">LL Poon</name></author><author><name sortKey="Zhu, Hc" uniqKey="Zhu H">HC Zhu</name></author><author><name sortKey="Ma, Sk" uniqKey="Ma S">SK Ma</name></author><author><name sortKey="Li, Ot" uniqKey="Li O">OT Li</name></author><author><name sortKey="Cheung, Cl" uniqKey="Cheung C">CL Cheung</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Shinde, V" uniqKey="Shinde V">V Shinde</name></author><author><name sortKey="Bridges, Cb" uniqKey="Bridges C">CB Bridges</name></author><author><name sortKey="Uyeki, Tm" uniqKey="Uyeki T">TM Uyeki</name></author><author><name sortKey="Shu, B" uniqKey="Shu B">B Shu</name></author><author><name sortKey="Balish, A" uniqKey="Balish A">A Balish</name></author><author><name sortKey="Xu, X" uniqKey="Xu X">X Xu</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Newman, Ap" uniqKey="Newman A">AP Newman</name></author><author><name sortKey="Reisdorf, E" uniqKey="Reisdorf E">E Reisdorf</name></author><author><name sortKey="Beinemann, J" uniqKey="Beinemann J">J Beinemann</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Su, W" uniqKey="Su W">W Su</name></author><author><name sortKey="Wang, C" uniqKey="Wang C">C Wang</name></author><author><name sortKey="Luo, J" uniqKey="Luo J">J Luo</name></author><author><name sortKey="Zhao, Y" uniqKey="Zhao Y">Y Zhao</name></author><author><name sortKey="Wu, Y" uniqKey="Wu Y">Y Wu</name></author><author><name sortKey="Chen, L" uniqKey="Chen L">L Chen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Herfst, S" uniqKey="Herfst S">S Herfst</name></author><author><name sortKey="Schrauwen, Eja" uniqKey="Schrauwen E">EJA Schrauwen</name></author><author><name sortKey="Linster, M" uniqKey="Linster M">M Linster</name></author><author><name sortKey="Chutinimitkul, S" uniqKey="Chutinimitkul S">S Chutinimitkul</name></author><author><name sortKey="De Wit, E" uniqKey="De Wit E">E de Wit</name></author><author><name sortKey="Munster, Vj" uniqKey="Munster V">VJ Munster</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Steel, J" uniqKey="Steel J">J Steel</name></author><author><name sortKey="Palese, P" uniqKey="Palese P">P Palese</name></author><author><name sortKey="Lowen, Ac" uniqKey="Lowen A">AC Lowen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pelletier, D" uniqKey="Pelletier D">D Pelletier</name></author><author><name sortKey="Rousset, D" uniqKey="Rousset D">D Rousset</name></author><author><name sortKey="Enouf, V" uniqKey="Enouf V">V Enouf</name></author><author><name sortKey="Colbere Garapin, F" uniqKey="Colbere Garapin F">F Colbere-Garapin</name></author><author><name sortKey="Van Der Werf, S" uniqKey="Van Der Werf S">S van der Werf</name></author><author><name sortKey="Naffakh, N" uniqKey="Naffakh N">N Naffakh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Chowell, G" uniqKey="Chowell G">G Chowell</name></author><author><name sortKey="Towers, S" uniqKey="Towers S">S Towers</name></author><author><name sortKey="Viboud, C" uniqKey="Viboud C">C Viboud</name></author><author><name sortKey="Fuentes, R" uniqKey="Fuentes R">R Fuentes</name></author><author><name sortKey="Sotomayor, V" uniqKey="Sotomayor V">V Sotomayor</name></author><author><name sortKey="Simonsen, L" uniqKey="Simonsen L">L Simonsen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Barreca, Ai" uniqKey="Barreca A">AI Barreca</name></author><author><name sortKey="Shimshack, Jp" uniqKey="Shimshack J">JP Shimshack</name></author></analytic></biblStruct></listBibl></div1></back></TEI></record>Pour manipuler ce document sous Unix (Dilib)
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