Emulating inconsistencies in stratospheric aerosol injection

Author:

Farley JaredORCID,MacMartin Douglas GORCID,Visioni DanieleORCID,Kravitz BenORCID

Abstract

Abstract Stratospheric aerosol injection (SAI) would involve the addition of sulfate aerosols in the stratosphere to reflect part of the incoming solar radiation, thereby cooling the climate. Studies trying to explore the impacts of SAI have often focused on idealized scenarios without explicitly introducing what we call ‘inconsistencies’ in a deployment. A concern often discussed is what would happen to the climate system after an abrupt termination of its deployment, whether inadvertent or deliberate. However, there is a much wider range of plausible inconsistencies in deployment than termination that should be evaluated to better understand associated risks. In this work, we simulate a few representative inconsistencies in a pre-existing SAI scenario: an abrupt termination, a decade-long gradual phase-out, and 1 year and 2 year temporary interruptions of deployment. After examining their climate impacts, we use these simulations to train an emulator, and use this to project global mean temperature response for a broader set of inconsistencies in deployment. Our work highlights the capacity of a finite set of explicitly simulated scenarios that include inconsistencies to inform an emulator that is capable of expanding the space of scenarios that one might want to explore far more quickly and efficiently.

Funder

Indiana University Environmental Resilience Institute

U.S. Department of Energy

Battelle Memorial Institute

NSF NCAR’s Computational and Information Systems Laboratory

Cornell Atkinson Center

National Science Foundation

NOAA’s Climate Program Office

Publisher

IOP Publishing

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