Published November 8, 2023
| Version v0.2.0
Software
Open
DetectMitigate
Creators
-
1.
Princeton University
-
2.
NOAA Geophysical Fluid Dynamics Laboratory
Description
Zenodo repository for :
- Labe, Z.M., T.L Delworth, N.C. Johnson, and W.F. Cooke. Exploring a data-driven approach to identifying regions of change associated with future climate scenarios. (to be submitted)
Please also cite and refer to:
- Delworth, T. L., Cooke, W. F., Adcroft, A., Bushuk, M., Chen, J. H., Dunne, K. A., ... & Zhao, M. (2020). SPEAR: The next generation GFDL modeling system for seasonal to multidecadal prediction and projection. Journal of Advances in Modeling Earth Systems, 12(3), e2019MS001895. https://doi.org/10.1029/2019MS001895
Additional data is available at: https://www.gfdl.noaa.gov/spear_large_ensembles/ and https://nomads.gfdl.noaa.gov/
Methods (English)
Zenodo repository includes:
- Python code for exploratory data analysis and neural network framework
- Data for SPEAR_MED simulations of the natural forcing scenario, SSP1-1.9, SSP2-4.5, SSP5-3.4OS, and SSP5-3.4OS_10ye.
- See https://www.gfdl.noaa.gov/spear/
- Files in netCDF4 format
- Variables include near-surface air temperature (t_ref, 2 m) and total precipitation rate (precip)
- Annually-averaged time mean for 2011-2100 (2011-2014 is from the historical SPEAR_MED simulation)
- Global spatial maps at 0.5° horizontal resolution (regular grid; 360x576, c192)
- 30 ensemble members
Files
zmlabe/DetectMitigate-v0.2.0.zip
Files
(32.2 MB)
| Name | Size | Download all |
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md5:65b47375743dd348e40f278802a55bf2
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32.2 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/zmlabe/DetectMitigate/tree/v0.2.0 (URL)
- References
- Journal article: 10.1029/2019MS001895 (DOI)