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DIGITAL.CSIC
Dataset . 2025
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Code and data for the stochastic skeleton model of the Madden-Julian oscilation with time-dependent observation-based forcing

Authors: Ehstand, Noemie;

Code and data for the stochastic skeleton model of the Madden-Julian oscilation with time-dependent observation-based forcing

Abstract

The Madden-Julian oscillation (MJO) is a planetary-scale wave envelope of smaller-scale convective processes, slowly propagating eastward at the equator, going around the Earth in 30 to 60 days. The convection and circulation anomalies associated with the MJO affect weather and climate in many parts of the globe. This set of files contain a Julia implementation of the MJO skeleton model, a minimal nonlinear oscillator model of the MJO, with observation-based, time-dependent forcing functions. The code computes the forcing functions from reanalysis data, runs the skeleton model with these functions, and produces figures from the output data.

- Marie Skolodowska-Curie Grant Agreement No 813844. - Agencia Estatal de Investigación (MCIN/AEI/10.13039/501100011033) under the María de Maeztu project CEX2021-001164-M, - Agencia Estatal de Investigación (MCIN/AEI/10.13039/501100011033) and FEDER "Una manera de hacer Europa" under Project LAMARCA No. PID2021-123352OB-C32.

README.pdf forcing-profiles.ipynb Stochastic-skeleton-model-main.ipynb Stochastic-skeleton-model-plots.ipynb other folders and files used by these scripts, and described in the README.pdf

With funding from the Spanish government through the "Severo Ochoa Centre of Excellence" accreditation (CEX2021-001164-M).

[Description of methods used for collection/generation of data] Described in the file README.pdf

[Methods for processing the data] Described in the file README.pdf

Peer reviewed

Country
Spain
Related Organizations
Keywords

Madden-Julian oscillation, Skeleton model, Tropical subseasonal atmospheric dynamics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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