MPI-ESM-LR 1.2.01 inter-annual prediction hybrid localEnKF and ML

Beobide Arsuaga, Goratz; Brune, Sebastian

Dataset Group
Summary
Selected monthly mean and yearly mean output of inter-annual predictions, based on the decadal prediction system with MPI-ESM-LR 1.2.01p5, 1.2.01p7, members 1 to 16, with machine learning modified initialisation state of the North Atlantic Ocean.
Hindcasts dmlen4YYYY_rXi2p3-LR with 16 members started November 1st each year 1960-2020, all running 26 months.
All simulations with CMIP6 external forcing.
Simulations have been planned by Sebastian Brune and Goratz Beobide Arsuaga (UHH). ML modifications according to Lentz et al. (2025) https://doi.org/10.1038/s41598-025-86374-4. Simulations have been run @DKRZ on Levante by Goratz Beobide Arsuaga (UHH) in 2025.
Output format is raw data output according to atmospheric domain (ECHAM6), oceanic domain (MPIOM), and ocean biogeochemistry domain (HAMOCC).
Project
DKRZ_lta (Long-term Archiving of Climate Model Data at WDC Climate and DKRZ (DOKU))
Spatial Coverage
Longitude 0 to 360 Latitude -90 to 90 Altitude: -6020 m to 10 hPa
Temporal Coverage
1960-11-01 to 2022-12-31 (calendrical)
Use constraints
Creative Commons Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/)
Data Catalog
DOKU at DKRZ
Size
147.74 GiB (158633654222 Byte)
Format
tar-File(s)
Status
completely archived
Creation Date
Future Review Date
2036-04-11
Cite as
Beobide Arsuaga, Goratz; Brune, Sebastian (2026). MPI-ESM-LR 1.2.01 inter-annual prediction hybrid localEnKF and ML. DOKU at DKRZ. https://www.wdc-climate.de/ui/entry?acronym=DKRZ_LTA_1075_dsg0004

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Parent

Ozean im Klimasystem
Details

Attached Datasets ( 3 )

Details for selected entry
[Entry acronym: DKRZ_LTA_1075_dsg0004] [Entry id: 5369845]