Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs

Previous climate modeling studies demonstrate the ability of feedback-regulated, stratospheric aerosol geoengineering with injection at multiple independent latitudes to meet multiple simultaneous temperature-based objectives in the presence of anthropogenic climate change. However, the impacts of c...

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Published in:Earth System Dynamics
Main Authors: Lee, Walker, MacMartin, Douglas, Visioni, Daniele, Kravitz, Ben
Language:unknown
Published: 2023
Subjects:
Online Access:http://www.osti.gov/servlets/purl/1775452
https://www.osti.gov/biblio/1775452
https://doi.org/10.5194/esd-11-1051-2020
id ftosti:oai:osti.gov:1775452
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spelling ftosti:oai:osti.gov:1775452 2023-07-30T04:01:41+02:00 Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs Lee, Walker MacMartin, Douglas Visioni, Daniele Kravitz, Ben 2023-07-03 application/pdf http://www.osti.gov/servlets/purl/1775452 https://www.osti.gov/biblio/1775452 https://doi.org/10.5194/esd-11-1051-2020 unknown http://www.osti.gov/servlets/purl/1775452 https://www.osti.gov/biblio/1775452 https://doi.org/10.5194/esd-11-1051-2020 doi:10.5194/esd-11-1051-2020 58 GEOSCIENCES 2023 ftosti https://doi.org/10.5194/esd-11-1051-2020 2023-07-11T10:02:33Z Previous climate modeling studies demonstrate the ability of feedback-regulated, stratospheric aerosol geoengineering with injection at multiple independent latitudes to meet multiple simultaneous temperature-based objectives in the presence of anthropogenic climate change. However, the impacts of climate change are not limited to rising temperatures but also include changes in precipitation, loss of sea ice, and many more; knowing how a given geoengineering strategy will affect each of these climate metrics is vital to understanding the limits and trade-offs of geoengineering. Here, we first introduce a new method of visualizing the design space in which desired climate outcomes are represented by 2-D surfaces on a 3-D graph. Surface orientations represent how different injection choices influence that objective, and intersecting surfaces represent objectives which can be met simultaneously. Using this representation as a guide, we present simulations of two new strategies for feedback-regulated aerosol injection, using the Community Earth System Model with the Whole Atmosphere Community Climate Model – CESM1(WACCM). The first simultaneously manages global mean temperature, tropical precipitation centroid, and Arctic sea ice extent, while the second manages global mean precipitation, tropical precipitation centroid, and Arctic sea ice extent. Both simulations control the tropical precipitation centroid to within 5 % of the goal, and the latter controls global mean precipitation to within 1% of the goal. Additionally, the first simulation overcompensates sea ice, while the second undercompensates sea ice; all of these results are consistent with the expectations of our design space model. In addition to showing that precipitation-based climate metrics can be managed using feedback alongside other goals, our simulations validate the utility of our design space visualization in predicting our climate model behavior under a given geoengineering strategy, and together they help illustrate the fundamental limits and ... Other/Unknown Material Arctic Climate change Sea ice SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy) Arctic Earth System Dynamics 11 4 1051 1072
institution Open Polar
collection SciTec Connect (Office of Scientific and Technical Information - OSTI, U.S. Department of Energy)
op_collection_id ftosti
language unknown
topic 58 GEOSCIENCES
spellingShingle 58 GEOSCIENCES
Lee, Walker
MacMartin, Douglas
Visioni, Daniele
Kravitz, Ben
Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
topic_facet 58 GEOSCIENCES
description Previous climate modeling studies demonstrate the ability of feedback-regulated, stratospheric aerosol geoengineering with injection at multiple independent latitudes to meet multiple simultaneous temperature-based objectives in the presence of anthropogenic climate change. However, the impacts of climate change are not limited to rising temperatures but also include changes in precipitation, loss of sea ice, and many more; knowing how a given geoengineering strategy will affect each of these climate metrics is vital to understanding the limits and trade-offs of geoengineering. Here, we first introduce a new method of visualizing the design space in which desired climate outcomes are represented by 2-D surfaces on a 3-D graph. Surface orientations represent how different injection choices influence that objective, and intersecting surfaces represent objectives which can be met simultaneously. Using this representation as a guide, we present simulations of two new strategies for feedback-regulated aerosol injection, using the Community Earth System Model with the Whole Atmosphere Community Climate Model – CESM1(WACCM). The first simultaneously manages global mean temperature, tropical precipitation centroid, and Arctic sea ice extent, while the second manages global mean precipitation, tropical precipitation centroid, and Arctic sea ice extent. Both simulations control the tropical precipitation centroid to within 5 % of the goal, and the latter controls global mean precipitation to within 1% of the goal. Additionally, the first simulation overcompensates sea ice, while the second undercompensates sea ice; all of these results are consistent with the expectations of our design space model. In addition to showing that precipitation-based climate metrics can be managed using feedback alongside other goals, our simulations validate the utility of our design space visualization in predicting our climate model behavior under a given geoengineering strategy, and together they help illustrate the fundamental limits and ...
author Lee, Walker
MacMartin, Douglas
Visioni, Daniele
Kravitz, Ben
author_facet Lee, Walker
MacMartin, Douglas
Visioni, Daniele
Kravitz, Ben
author_sort Lee, Walker
title Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
title_short Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
title_full Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
title_fullStr Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
title_full_unstemmed Expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
title_sort expanding the design space of stratospheric aerosol geoengineering to include precipitation-based objectives and explore trade-offs
publishDate 2023
url http://www.osti.gov/servlets/purl/1775452
https://www.osti.gov/biblio/1775452
https://doi.org/10.5194/esd-11-1051-2020
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
Sea ice
genre_facet Arctic
Climate change
Sea ice
op_relation http://www.osti.gov/servlets/purl/1775452
https://www.osti.gov/biblio/1775452
https://doi.org/10.5194/esd-11-1051-2020
doi:10.5194/esd-11-1051-2020
op_doi https://doi.org/10.5194/esd-11-1051-2020
container_title Earth System Dynamics
container_volume 11
container_issue 4
container_start_page 1051
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