MPI-ESM-LR 1.2.01 inter-annual prediction hybrid localEnKF and ML atmosphere monthly
Beobide Arsuaga, Goratz; Brune, Sebastian
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- 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
- Format
- tar-File(s)
- Status
- metadata only
- Creation Date
- Future Review Date
- 2036-04-11
- Download Permission
No - Metadata only.
[ 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
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[Entry acronym: DKRZ_LTA_1075_ds00048] [Entry id: 5369846]