C3S and Met Office data used as input for hybrid seasonal forecast in East Africa during the short rains

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Main Author: Beltrami, Sara
Format: Recurso digital
Published: Zenodo 2026
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_version_ 1866901107280707584
author Beltrami, Sara
author_facet Beltrami, Sara
contents <p><span lang="EN-GB">ERA5 reanalysis and ECMWF SEAS5 seasonal forecast are obtained from the Copernicus Climate Change Service (C3S), while HadISST data are obtained from the Met Office.</span></p> <p><span lang="EN-GB">The o<span>bservational datasets ERA5 contains Total Precipitation Rate (TPR) for the October-December (OND) season</span></span><span lang="EN-GB"> and Sea Surface Temperature (SST) for both the OND season and the month of July</span><span><span lang="EN-GB">. HadISST provides SST for the month of July</span></span><span><span lang="EN-GB">, which is used as input for the CNN-based Dipole Index prediction.<br></span></span><span lang="EN-GB"><br></span><span lang="EN-GB">The ECMWF SEAS5 seasonal forecasting system provides TPR and SST for the OND season, with the run initialized in July at a three-month lead time</span><span lang="EN-GB"><span>. </span></span></p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_18495973
institution Zenodo
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publishDate 2026
publisher Zenodo
record_format zenodo
spellingShingle C3S and Met Office data used as input for hybrid seasonal forecast in East Africa during the short rains
Beltrami, Sara
<p><span lang="EN-GB">ERA5 reanalysis and ECMWF SEAS5 seasonal forecast are obtained from the Copernicus Climate Change Service (C3S), while HadISST data are obtained from the Met Office.</span></p> <p><span lang="EN-GB">The o<span>bservational datasets ERA5 contains Total Precipitation Rate (TPR) for the October-December (OND) season</span></span><span lang="EN-GB"> and Sea Surface Temperature (SST) for both the OND season and the month of July</span><span><span lang="EN-GB">. HadISST provides SST for the month of July</span></span><span><span lang="EN-GB">, which is used as input for the CNN-based Dipole Index prediction.<br></span></span><span lang="EN-GB"><br></span><span lang="EN-GB">The ECMWF SEAS5 seasonal forecasting system provides TPR and SST for the OND season, with the run initialized in July at a three-month lead time</span><span lang="EN-GB"><span>. </span></span></p>
title C3S and Met Office data used as input for hybrid seasonal forecast in East Africa during the short rains
url https://doi.org/10.5281/zenodo.18495973