Multi-Model Large Ensemble Archive (MMLEA) Version 2
The MMLEA Version 2 is an extension of the MMLEA Version 1, now including 18 models, 15 two-dimensional variables, and a suite of observational data sets. Data in this archive has been remapped to a common 2.5 x 2.5 degree grid for ease of inter-model comparison. Data will be made available via the NCAR Research Data Archive and NCAR's casper system.
The table below provides a summary of the salient characteristics of the models and simulations contained within the archive. Further discussion of the utility and applications of the archive is given in the reference below. Please direct questions about this archive to Dr. Nicola Maher [nicola.maher@anu.edu.au] or Dr. Clara Deser [cdeser@ucar.edu], and direct questions about the CVDP comparisons to Adam Phillips [asphilli@ucar.edu].
We kindly ask that you reference Maher et al. (2024) when presenting results based on the Multi-Model Large Ensemble Archive version 2 in either oral or written form. We also ask that the appropriate references from the table below (for each model used) are cited when using the MMLEAv2 data.
Maher, N., Phillips, A. S., Deser, C., Wills, R. C. J., Lehner, F., Fasullo, J., Caron, J. M., Brunner, L., and Beyerle, U.: The updated Multi-Model Large Ensemble Archive and the Climate Variability Diagnostics Package: New tools for the study of climate variability and change, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2024-3684, 2024. [Supplementary Material]
MMLEAv2 data are expected to be posted by early February 2025.
Climate Variability Diagnostics Package v6 comparison images and data are available in Table 1 below, a summary of all model data is included in Table 2 below, and a summary of all available observational data is included in Table 3 below.
Variables within the archive (all monthly): sst/tos, zos, pr, psl, tas, tauu, tauv, zg500, sos, evspsbl, mlotst, TXx (monthly maximum dailymaxtas), TNn (monthly minimum dailymintas), Rx1day (monthly maximum pr) and siconc/sic.
Table 1. CVDPv6 MMLEAv2 Comparisons
(see Table 2 to identify the ensembles in each Set)
Detrending not Applied | Observations: Quadratically Detrended Simulations: Ensemble Means Removed |
||||
Set 1 1950-2022 | Images | Data | Set 1 1950-2022 | Images | Data |
Set 2 1950-2022 | Images | Data | Set 2 1950-2022 | Images | Data |
Set 3 1950-2022 | Images | Data | Set 3 1950-2022 | Images | Data |
Sets 1,2,3 1950-2022 | Images | ---- | Sets 1,2,3 1950-2022 | Images | ---- |
Set 1 2027-2099 | Images | Data | Set 1 2027-2099 | Images | Data |
Set 2 2027-2099 | Images | Data | Set 2 2027-2099 | Images | Data |
Set 3 2027-2099 | Images | Data | Set 3 2027-2099 | Images | Data |
Sets 1,2,3 2027-2099 | Images | ---- | Sets 1,2,3 2027-2099 | Images | ---- |
Table 2. MMLEAv2 Simulation Data
Model | Forcing (members) | Length | References | CVDP Set Identifier |
ACCESS-ESM1-5 | hist SSP370/585 (40) | 1850-2100 | Ziehn et al. (2020) | Set 1 |
CanESM2 | hist RCP8.5 (50) | 1950-2100 | Kirchmeier-Young et al. (2017) | Set 1 |
CanESM5 | hist SSP370/585 (25) | 1850-2100 | Swart et al. (2019) | Set 1 |
CESM1 | hist RCP8.5 (40) | 1920-2100 | Kay et al. (2015) | Set 1 |
CESM2 | hist SSP370 (100) | 1850-2100 | Rodgers et al. (2021) | Set 1 |
CSIRO-Mk3-6-0 | hist RCP8.5 (30) | 1850-2100 | Jeffrey et al. (2012) | Set 1 |
E3SMv1 | hist SSP370 (14) | 1850-2100 | Stevenson et al. (2023) | Set 2 |
E3SMv2 | hist SSP370 (21) | 1850-2100 | Fasullo et al. (2023) | Set 2 |
EC-Earth3 | hist SSP585 (8) | 1850-2100 | Döscher et al. (2022) Wyser et al. (2021) |
Set 3 |
GFDL-CM3 | hist RCP8.5 (20) | 1920-2100 | Sun et al. (2018) | Set 2 |
GFDL-ESM2M | hist RCP8.5 (30) | 1861-2100 | Burger et al. (2022) | Set 2 |
GFDL-SPEAR-MED | hist SSP585 (30) | 1921-2100 | Delworth et al. (2020) | Set 2 |
IPSL-CM6A-LR | hist SSP370/585 (6) | 1850-2100 | Boucher et al. (2020) | Set 2 |
MIROC6 | hist SSP585 (50) | 1850-2100 | Tatebe et al. (2019) | Set 3 |
MIROC-ES2L | hist SSP370/585 (10) | 1850-2100 | Hajima et al. (2020) | Set 3 |
MPI-GE | hist RCP8.5 (100) | 1850-2099 | Maher et al. (2019) | Set 3 |
MPI-GE CMIP6 | hist SSP370/585 (30) | 1850-2100 | Olonscheck et al. (2023) | Set 3 |
UKESM1-0-LL | hist SSP370/585 (13) | 1850-2100 | Sellar et al. (2019) | Set 3 |
Table 3. MMLEAv2 Observational Data
Observational Dataset Name | Variables | References |
ERSSTv5 | tos | Huang et al. (2017) |
HadISST v1 | tos | Rayner et al. (2003) |
ERA5 | psl, pr, RX1day, TXx, TNn | Hersbach et al. (2020) |
ERA20C | psl | Poli et al. (2016) |
BEST | tas | Rohde and Hausfather (2020) |
GISTEMP | tas | Lenssen et al. (2019) |
HadCRUT5 | tas | Morice et al. (2021) |
GPCC | pr | Becker et al. (2013) |
GPCP | pr | Adler et al. (2018) |
NOAA/NSIDC CDR | siconc | Meier (2021) |
ORAS4 | zos | Balmaseda et al. (2013) |