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

hdl:21.14106/3d9bd5dfa883dba67cdca8b26a1193dd1a5baa40

Beobide Arsuaga, Goratz; Brune, Sebastian

Dataset
Summary
Selected monthly 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, echam6_mm:

@surface:
mrsol(time, lat, lon) ;
mrsol:long_name = "soil wetness" ;
mrsol:units = "m" ;
mrsol:code = 140 ;
snw(time, lat, lon) ;
snw:long_name = "snow depth" ;
snw:units = "m" ;
snw:code = 141 ;
hfss(time, lat, lon) ;
hfss:long_name = "sensible heat flux" ;
hfss:units = "W m-2" ;
hfss:code = 146 ;
hfls(time, lat, lon) ;
hfls:long_name = "latent heat flux" ;
hfls:units = "W m-2" ;
hfls:code = 147 ;
psl(time, lat, lon) ;
psl:long_name = "mean sea level pressure" ;
psl:units = "Pa" ;
psl:code = 151 ;
uas(time, lat, lon) ;
uas:long_name = "10m u-velocity" ;
uas:units = "m/s" ;
uas:code = 165 ;
vas(time, lat, lon) ;
vas:long_name = "10m v-velocity" ;
vas:units = "m/s" ;
vas:code = 166 ;
tas(time, lat, lon) ;
tas:long_name = "2m temperature" ;
tas:units = "K" ;
tas:code = 167 ;
ts(time, lat, lon) ;
ts:long_name = "surface temperature" ;
ts:units = "K" ;
ts:code = 169 ;
sfcWind(time, lat, lon) ;
sfcWind:long_name = "10m windspeed" ;
sfcWind:units = "m/s" ;
sfcWind:code = 171 ;
rlut(time, lat, lon) ;
rlut:long_name = "top thermal radiation (OLR)" ;
rlut:units = "W m-2" ;
rlut:code = 179 ;
evap(time, lat, lon) ;
evap:long_name = "evaporation" ;
evap:units = "kg m-2 s-1" ;
evap:code = 182 ;
pr(time, lat, lon) ;
pr:long_name = "total precipitation" ;
pr:units = "kg m-2 s-1" ;
pr:code = 4 ;

@ 85000, 70000, 50000, 25000, 10000, 1000 Pa:
ta(time, plev, lat, lon) ;
ta:long_name = "temperature" ;
ta:units = "K" ;
ta:code = 130 ;
ua(time, plev, lat, lon) ;
ua:long_name = "u-velocity" ;
ua:units = "m/s" ;
ua:code = 131 ;
va(time, plev, lat, lon) ;
va:long_name = "v-velocity" ;
va:units = "m/s" ;
va:code = 132 ;

@ 50000 Pa:
zg(time, plev_2, lat, lon) ;
zg:long_name = "geopotential height" ;
zg:units = "m" ;
zg:code = 156 ;
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: 0 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
Access constraints
registered users
Size
35.29 GiB (37890645637 Byte)
Format
tar-File(s)
Status
completely archived
Creation Date
Future Review Date
2036-05-21
Download Permission
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Cite as
[ Derived from parent entry - See data hierarchy tab ]
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

BibTeX RIS
Contact typePersonORCIDOrganization
Metadata
Sebastian Brune
0000-0001-7794-5465
Institut für Meereskunde

Parent

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

Parent project(s)

Long-term Archiving of Climate Model Data at WDC Climate and DKRZ (DOKU)

[Entry acronym: DKRZ_LTA_1075_ds00048] [Entry id: 5369846]