Published October 19, 2024 | Version v1
Journal article Open

Revisiting the reanalysis-model discrepancy in Southern Hemisphere winter storm track trends

  • 1. University of Chicago
  • 2. Max Planck Institute for Meteorology
  • 3. National Center of Atmospheric Research
  • 4. Ministry of Natural Resources

Description

Southern Hemisphere (SH) storminess has increased in the satellite era and recent work suggests comprehensive climate models significantly underestimate the trend. Here, we revisit this reanalysis-model trend discrepancy to better understand the mechanisms underlie it. A comprehensive like-for-like analysis shows reanalysis trends exhibit large uncertainty, and coupled climate model simulations exhibit weaker trends than most but not all reanalyses. However, simulations with prescribed sea surface temperature (SST) exhibit significantly greater storminess trends, particularly in the South Pacific, implying SST trend discrepancies in coupled simulations impact storminess trends. Using pacemaker simulations that correct Southern Ocean and tropical east Pacific SST trend discrepancies, we show that storminess trends in coupled simulations are underestimated because they do not capture the enhanced storminess resulting from Southern Ocean cooling and La-Nina-like teleconnection trends. Our findings emphasize large reanalysis uncertainty in SH circulation trends and the impact of regional SST trend discrepancies on circulation trends.

Data availability

The reanalysis data used here are available online (CFSR: https://rda.ucar.edu/datasets/ds093.0/and https://rda.ucar.edu/datasets/ds094.0/, ERA5: https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-pressure-levels?tab=form, ERA-Interim: https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-interim, JRA3Q: https://rda.ucar.edu/datasets/ds640-1/, JRA55: https://rda.ucar.edu/datasets/ds628.1/, MERRA1: https://goldsmr3.gesdisc.eosdis.nasa.gov/opendap/, MERRA2: https://disc.gsfc.nasa.gov/datasets?project=MERRA-2, NCEP2: https://psl.noaa.gov/data/gridded/data.ncep.reanalysis2.html). The CMIP6 and AMIP6 model data are downloadable from the CMIP6 data search interface https://esgf-node.llnl.gov/search/cmip6/. The CESM2-LE simulations are accessible online at https://www.cesm.ucar.edu/community-projects/lens2. The GOGA and PacPACE simulations are available at https://www.cesm.ucar.edu/working-groups/climate. The SOPACE simulation data are archived at https://github.com/yuyuyaoyao/CESM2_SOPACE.

The codes to reproduce the main results of the manuscript are accessible at https://doi.org/10.5281/zenodo.12617000.

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Additional details

Identifiers

DOI
10.1038/s41612-024-00801-3
Other
oai:uchicago.tind.io:13773

Funding

National Oceanic and Atmospheric Administration
NA23OAR4310597

UChicago Information

Division(s)
Physical Sciences Division
Department(s)
Geophysical Sciences