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Dynamic climate emulators for solar geoengineering

MacMartin, Douglas G. and Kravitz, Ben (2016) Dynamic climate emulators for solar geoengineering. Atmospheric Chemistry and Physics, 16 (24). pp. 15789-15799. ISSN 1680-7316. http://resolver.caltech.edu/CaltechAUTHORS:20170202-082033858

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Abstract

Climate emulators trained on existing simulations can be used to project project the climate effects that result from different possible future pathways of anthropogenic forcing, without further relying on general circulation model (GCM) simulations. We extend this idea to include different amounts of solar geoengineering in addition to different pathways of greenhouse gas concentrations, by training emulators from a multi-model ensemble of simulations from the Geoengineering Model Intercomparison Project (GeoMIP). The emulator is trained on the abrupt 4 × CO_2 and a compensating solar reduction simulation (G1), and evaluated by comparing predictions against a simulated 1 % per year CO_2 increase and a similarly smaller solar reduction (G2). We find reasonable agreement in most models for predicting changes in temperature and precipitation (including regional effects), and annual-mean Northern Hemisphere sea ice extent, with the difference between simulation and prediction typically being smaller than natural variability. This verifies that the linearity assumption used in constructing the emulator is sufficient for these variables over the range of forcing considered. Annual-minimum Northern Hemisphere sea ice extent is less well predicted, indicating a limit to the linearity assumption.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.5194/acp-16-15789-2016DOIArticle
http://www.atmos-chem-phys.net/16/15789/2016/PublisherArticle
ORCID:
AuthorORCID
MacMartin, Douglas G.0000-0003-1987-9417
Additional Information:© 2016 Author(s). This work is distributed under the Creative Commons Attribution 3.0 License. Published by Copernicus Publications on behalf of the European Geosciences Union. Received: 17 June 2016 – Published in Atmos. Chem. Phys. Discuss.: 24 June 2016; Revised: 18 November 2016 – Accepted: 22 November 2016 – Published: 22 December 2016. We thank all participants of the Geoengineering Model Intercomparison Project and their model development teams, CLIVAR/WCRP Working Group on Coupled Modeling for endorsing GeoMIP, and the scientists managing the Earth System Grid data nodes, who assisted with making GeoMIP output available. The Pacific Northwest National Laboratory is operated for the U.S. Department of Energy by Battelle Memorial Institute under contract DE-AC05-76RL01830. This work was partially supported by Cornell University’s David R. Atkinson Center for a Sustainable Future (ACSF). Author contributions: Douglas G. MacMartin and Ben Kravitz designed the study, conducted the analysis and wrote the paper.
Funders:
Funding AgencyGrant Number
Department of Energy (DOE)DE-AC05-76RL01830
Cornell UniversityUNSPECIFIED
Record Number:CaltechAUTHORS:20170202-082033858
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20170202-082033858
Official Citation:MacMartin, D. G. and Kravitz, B.: Dynamic climate emulators for solar geoengineering, Atmos. Chem. Phys., 16, 15789-15799, doi:10.5194/acp-16-15789-2016, 2016
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:73979
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:02 Feb 2017 17:03
Last Modified:02 Feb 2017 17:03

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