Articles | Volume 19, issue 9
https://doi.org/10.5194/gmd-19-3689-2026
https://doi.org/10.5194/gmd-19-3689-2026
Methods for assessment of models
 | 
05 May 2026
Methods for assessment of models |  | 05 May 2026

The Atlantic ocean's decadal variability in mid-Holocene simulations using Shannon's entropy

Iuri Gorenstein, Ilana Wainer, Francesco S. R. Pausata, Luciana F. Prado, Pedro L. Silva Dias, Allegra N. LeGrande, Clay R. Tabor, and William R. Peltier

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Cited articles

Adler, R., Huffman, G., Chang, A., Ferraro, R., Xie, P., Janowiak, J., Rudolf, B., Schneider, U., Curtis, S., Bolvin, D., Gruber, A., Susskind, J., and Arkin, P.: The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present), American Meteorological Society, https://doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2, 2003. a, b
Anderson, W., Seager, R., Baethgen, W., and Cane, M.: Trans-Pacific ENSO teleconnections pose a correlated risk to agriculture, Agr. Forest Meteorol., 262, 298–309, 2018. a
Atwood, A. R., Donohoe, A., Battisti, D. S., Liu, X., and Pausata, F. S.: Robust longitudinally variable responses of the ITCZ to a myriad of climate forcings, Geophys. Res. Lett., 47, e2020GL088833, https://doi.org/10.1029/2020GL088833, 2020. a
Berger, A.: Milankovitch Theory and climate, AGU Ressearch Letters, https://doi.org/10.1029/RG026i004p00624, 1988. a
Bianchini, P. R., Prado, L. F., Yokoyama, E., Wainer, I., Gorenstein, I., and Pausata, F. S.: Precipitation patterns and variability in Tropical Americas during the Holocene, Palaeogeogr. Palaeocl., 669, 112935, https://doi.org/10.1016/j.palaeo.2025.112935, 2025. a
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Short summary
We introduce a new approach based on information theory to study climate variability using observational and model data. To showcase our methodology, we study the tropical and South Atlantic by examining broad patterns in ocean and rainfall data at decadal scales in four climate models under mid‐Holocene and pre‐industrial conditions and observations. Our findings show that large-scale patterns help explain long-term climate behavior.
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