Causal dependences between the coupled ocean–atmosphere dynamics over the tropical Pacific, the North Pacific and the North Atlantic
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Published:2018-08-27
Issue:3
Volume:9
Page:1063-1083
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ISSN:2190-4987
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Container-title:Earth System Dynamics
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language:en
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Short-container-title:Earth Syst. Dynam.
Author:
Vannitsem StéphaneORCID, Ekelmans Pierre
Abstract
Abstract. The causal dependences (in a dynamical sense) between the dynamics of three
different coupled ocean–atmosphere basins, the North Atlantic, the North
Pacific and the tropical Pacific region (Nino3.4), have been explored using
data from three reanalysis datasets, namely ORA-20C, ORAS4 and ERA-20C. The
approach is based on convergent cross mapping (CCM) developed by
Sugihara et al. (2012) that allows for evaluating the dependences between
variables beyond the classical teleconnection patterns based on correlations. The use of CCM on these data mostly reveals that (i) the tropical Pacific
(Nino3.4 region) only influences the dynamics of the North Atlantic region
through its annual climatological cycle; (ii) the atmosphere over the North
Pacific is dynamically forcing the North Atlantic on a monthly basis; (iii)
on longer timescales (interannual), the dynamics of the North Pacific and
the North Atlantic are influencing each other through the ocean dynamics,
suggesting a connection through the thermohaline circulation. These findings shed a new light on the coupling between these three different regions of the globe. In
particular, they call for a deep reassessment of the way teleconnections are
interpreted and for a more rigorous way to evaluate dynamical dependences
between the different components of the climate system.
Publisher
Copernicus GmbH
Subject
General Earth and Planetary Sciences
Reference41 articles.
1. Alexander, M. A., Bladé, I., Newman, M., Lanzante, J. R., Lau, N.-C., and
Scott, J. D.: The atmospheric bridge: the influence of ENSO teleconnections
on air-sea interaction over the global oceans, J. Climate, 15, 2205–2231,
2002. a, b 2. Balmaseda, M. A., Morgensen, K., and Weaver, A. T.: Evaluation of the ECMWF
ocean reanalysis system ORA4S, Q. J. Roy. Meteor. Soc., 139, 1132–1161,
2013. a 3. BozorgMagham, A. E., Motesharrei, S., Penny, S. G., and Kalnay, E.: Causality
analysis: Indentifying the leading element in a coupled dynamical system,
PLoS ONE, 10, e0131226, https://doi.org/10.1371/journal.pone.0131226, 2015. a 4. Brönnimann, S.: Impact of El-Nino-Southern Oscillation on European Climate,
Rev. Geophys., 45, RG3003, https://doi.org/10.1029/2006RG000199, 2007. a, b, c 5. Casdagli, M.: Chaos and deterministic versus stochastic nonlinear modeling,
Santa Fee Institute Working Paper, 1991-07-029, Santa Fe Institute, New
Mexico, USA, 35 pp., 1991. a, b, c
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