/SSTResponse

PAMIP simulations to understand role of sea surface temperatures on polar amplifications

Primary LanguagePythonMIT LicenseMIT

SSTResponse

Here we conduct a series of large ensemble simulations (100 members each) to understand the role of sea surface temperature forcing on polar amplification under global warming projections of 2°C. We follow the new PAMIP protocol using the SC-WACCM4 and E3SM atmospheric general circulation models.

Under construction... [Python 3.7]

Contact

Zachary Labe - Research Website - @ZLabe

Description

  • Scripts/: Main Python scripts/functions used in data analysis and plotting
  • requirements.txt: List of environments and modules associated with the most recent version of this project. A Python Anaconda3 Distribution was used for our analysis. All AGCM experiments were processed through resources on CISL's Cheyenne supercomputer. Tools including NCL, CDO, and NCO were also used for initial data manipulation.

Data

  • Polar Amplification Model Intercomparison Project (PAMIP) : [DATA]
    • Smith, D. M., Screen, J. A., Deser, C., Cohen, J., Fyfe, J. C., García-Serrano, J., ... & Peings, Y. (2019). The Polar Amplification Model Intercomparison Project (PAMIP) contribution to CMIP6: investigating the causes and consequences of polar amplification. Geoscientific Model Development, 12(3), 1139-1164. doi:10.5194/gmd-12-1139-2019 [Publications]
  • Energy Exascale Earth System Model (E3SMv1) : [DATA]
    • Golaz, J. C., Caldwell, P. M., Van Roekel, L. P., Petersen, M. R., Tang, Q., Wolfe, J. D., ... & Baldwin, S. A. (2019). The DOE E3SM coupled model version 1: Overview and evaluation at standard resolution. Journal of Advances in Modeling Earth Systems, doi:10.1029/2018MS001603 [Publication]
  • Whole Atmosphere Community Climate Model (WACCM4) : [DATA]
    • Marsh, D. R., M. J. Mills, D. E. Kinnison, J.-F. Lamarque, N. Calvo, and L. M. Polvani, 2013: Climate change from 1850 to 2005 simulated in CESM1 (WACCM). J. Climate, 26, 7372–7391, doi:10.1175/JCLI-D-12-00558.1 [Publication]
    • Smith, K. L., R. R. Neely, D. R. Marsh, and L. M. Polvani (2014): The Specified Chemistry Whole Atmosphere Community Climate Model (SC-WACCM), Journal of Advances in Modeling Earth Systems, 6(3), 883–901, doi:10.1002/2014MS000346 [Publication]

Publications

Conferences