On solar geoengineering and climate uncertainty
Open accessAbstract
Uncertain climate system response has been raised as a concern regarding solar geoengineering. We explore the effects of geoengineering on one source of climate system uncertainty by evaluating the intermodel spread across 12 climate models participating in the Geoengineering Model Intercomparison project. The model spread in simulations of climate change and the model spread in the response to solar geoengineering are not additive but rather partially cancel. That is, the model spread in regional temperature and precipitation changes is reduced with CO 2 and a solar reduction, in comparison to the case with increased CO 2 alone. Furthermore, differences between models in their efficacy (the relative global mean temperature effect of solar versus CO 2 radiative forcing) explain most of the regional differences between models in their response to an increased CO 2 concentration that is offset by a solar reduction. These conclusions are important for clarifying geoengineering risks regarding uncertainty.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Solar geoengineering could be a moderating force against the uncertainties climate change already introduces.
“However, although it creates new risks, solar geoengineering could actually be a moderating force against the terrifying uncertainties climate change already introduces [374,509]”
From Tackling climate change with machine learning (2023) · cites this paper as [509]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Hansen, J. E., Sato, M., Ruedy, R. A., Nazarenko, L., Lacis, A. A., Schmidt, G. A., Russell, G. L., Aleinov, I., Bauer, M., Bauer, S. E., et al. (2005) · Journal of Geophysical Research Atmospheres · doi:10.1029/2005jd005776 · Cited by 1,494 · see citing works
The Geoengineering Model Intercomparison Project (GeoMIP)
Kravitz, B., Robock, A. D., Boucher, O., Schmidt, H., Taylor, K. E., Stenchikov, G. L., & Schulz, M. (2011) · Atmospheric Science Letters · doi:10.1002/asl.316 · Cited by 468 · see citing works
Self-citationTime-Varying Climate Sensitivity from Regional Feedbacks
Armour, K. C., Bitz, C. M., & Roe, G. H. (2012) · Journal of Climate · doi:10.1175/jcli-d-12-00544.1 · Cited by 395 · see citing works
Impact of geoengineering schemes on the global hydrological cycle
Bala, G., Duffy, P. B., & Taylor, K. E. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0711648105 · Cited by 361 · see citing works
Giorgi, F., & Francisco, R. (2000) · Climate Dynamics · doi:10.1007/pl00013733 · Cited by 322 · see citing works
Climate model response from the Geoengineering Model Intercomparison Project (GeoMIP)
Kravitz, B., Caldeira, K., Boucher, O., Robock, A. D., Rasch, P. J., Alterskjær, K., Karam, D. B., Cole, J. N. S., Curry, C. L., Haywood, J., et al. (2013) · Journal of Geophysical Research Atmospheres · doi:10.1002/jgrd.50646 · Cited by 297 · see citing works
Self-citationGeoengineering and Climate Change Polarization
Kahan, D. M., Jenkins‐Smith, H. C., Tarantola, T., Silva, C., & Braman, D. (2015) · The Annals of the American Academy of Political and Social Science · doi:10.1177/0002716214559002 · Cited by 247 · see citing works
A Surface Energy Perspective on Climate Change
Andrews, T., Forster, P. M. D. F., & Gregory, J. M. (2008) · Journal of Climate · doi:10.1175/2008jcli2759.1 · Cited by 243 · see citing works
Regional climate response to solar-radiation management
Ricke, K., Morgan, M. G., & Allen, M. R. (2010) · Nature Geoscience · doi:10.1038/ngeo915 · Cited by 221 · see citing works
Schmidt, H., Alterskjær, K., Karam, D. B., Boucher, O., Jones, A., Kristjánsson, J. E., Niemeier, U., Schulz, M., Aaheim, A., Benduhn, F., et al. (2012) · Earth System Dynamics · doi:10.5194/esd-3-63-2012 · Cited by 153 · see citing works
A multi-model assessment of regional climate disparities caused by solar geoengineering
Kravitz, B., MacMartin, D. G., Robock, A. D., Rasch, P. J., Ricke, K., Cole, J. N. S., Curry, C. L., Irvine, P. J., Ji, D., Keith, D. W., et al. (2014) · Environmental Research Letters · doi:10.1088/1748-9326/9/7/074013 · Cited by 145 · see citing works
Self-citationInterannual Variability and Seasonal Evolution of Summer Monsoon Rainfall in South America
Grimm, A. M., & Zilli, M. T. (2008) · Journal of Climate · doi:10.1175/2008jcli2345.1 · Cited by 135 · see citing works
Geoengineering as an optimization problem
Ban‐Weiss, G., & Caldeira, K. (2010) · Environmental Research Letters · doi:10.1088/1748-9326/5/3/034009 · Cited by 129 · see citing works
MacMartin, D. G., Kravitz, B., Keith, D. W., & Jarvis, A. (2013) · Climate Dynamics · doi:10.1007/s00382-013-1822-9 · Cited by 116 · see citing works
Self-citationMoreno‐Cruz, J., Ricke, K., & Keith, D. W. (2011) · Climatic Change · doi:10.1007/s10584-011-0103-z · Cited by 103 · see citing works
Effects of stratospheric sulfate aerosol geo‐engineering on cirrus clouds
Kuebbeler, M., Lohmann, U., & Feichter, J. (2012) · Geophysical Research Letters · doi:10.1029/2012gl053797 · Cited by 101 · see citing works
Assessing the regional disparities in geoengineering impacts
Irvine, P. J., Ridgwell, A. J., & Lunt, D. J. (2010) · Geophysical Research Letters · doi:10.1029/2010gl044447 · Cited by 100 · see citing works
Management of trade-offs in geoengineering through optimal choice of non-uniform radiative forcing
MacMartin, D. G., Keith, D. W., Kravitz, B., & Caldeira, K. (2012) · Nature Climate Change · doi:10.1038/nclimate1722 · Cited by 98 · see citing works
Self-citationEcosystem Impacts of Geoengineering: A Review for Developing a Science Plan
Russell, L. M., Rasch, P. J., Mace, G. M., Jackson, R. B., Shepherd, J. G., Liss, P. S., Leinen, M., SCHIMEL, D. S., Vaughan, N. E., Janetos, A. C., et al. (2012) · AMBIO · doi:10.1007/s13280-012-0258-5 · Cited by 88 · see citing works
Self-citationKravitz, B., MacMartin, D. G., Leedal, D. T., Rasch, P. J., & Jarvis, A. (2014) · Environmental Research Letters · doi:10.1088/1748-9326/9/4/044006 · Cited by 44 · see citing works
Self-citationMcCusker, K. E., Battisti, D. S., & Bitz, C. M. (2011) · Journal of Climate · doi:10.1175/jcli-d-11-00183.1 · Cited by 41 · see citing works
Nightingale, P., & Cairns, R. (2014) · Figshare · Cited by 29 · see citing works
The Geoengineering Model Intercomparison Project (GeoMIP): a control perspective
Jarvis, A., & Leedal, D. T. (2012) · Atmospheric Science Letters · doi:10.1002/asl.387 · Cited by 25 · see citing works
Effectiveness of stratospheric solar-radiation management as a function of climate sensitivity
Ricke, K., Rowlands, D. J., Ingram, W., Keith, D. W., & Morgan, M. G. (2011) · Nature Climate Change · doi:10.1038/nclimate1328 · Cited by 23 · see citing works
Irvine, P. J., Boucher, O., Kravitz, B., Alterskjær, K., Cole, J. N. S., Ji, D., Jones, A., Lunt, D. J., Moore, J. C., Muri, H., et al. (2014) · Journal of Geophysical Research Atmospheres · doi:10.1002/2013jd020716 · Cited by 16 · see citing works
Self-citationBeyond calculation - Climate Engineering risks from a social sciences perspective
Amelung, D., Dietz, W., Fernow, H., Heyen, D., Reichwein, D., & Wiertz, T. (2012) · Forum Marsilius-Kolleg · doi:10.11588/fmk.2012.0.9408 · Cited by 4 · see citing works
Flagged first, then by citations
1 of the 27 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Collins, M., et al. (2013), Long-term climate change: Projections, commitments and irreversibility, in Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, edited by T. F. Stocker et al., Cambridge Univ. Press, Cambridge, U. K., and New York.
- Flato, G., et al. (2013), Evaluation of climate models, in Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, pp. 741-882, Cambridge Univ. Press, Cambridge, U. K., and New York.
- National Academy of Sciences (2015), Climate Intervention: Reflecting Sunlight to Cool Earth, Natl. Acad. Press, Washington, D. C.
Cited by
Sorted by citations
Tackling climate change with machine learning
Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys · doi:10.1145/3485128 · Cited by 336 · see citing works
Kravitz, B., Robock, A., Tilmes, S., Boucher, O., English, J. M., Irvine, P. J., Jones, A., Lawrence, M. G., MacCracken, M., Muri, H., et al. (2015) · Geoscientific Model Development · doi:10.5194/gmd-8-3379-2015 · Cited by 297 · see citing works
Self-citationAn overview of the Earth system science of solar geoengineering
Irvine, P. J., Kravitz, B., Lawrence, M. G., & Muri, H. (2016) · WIREs Climate Change · doi:10.1002/wcc.423 · Cited by 239 · see citing works
Self-citationSolar geoengineering as part of an overall strategy for meeting the 1.5°C Paris target
MacMartin, D. G., Ricke, K., & Keith, D. W. (2018) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2016.0454 · Cited by 212 · see citing works
Self-citationVisioni, D., MacMartin, D. G., Kravitz, B., Boucher, O., Jones, A., Lurton, T., Martine, M., Mills, M. J., Nabat, P., Niemeier, U., et al. (2021) · Atmospheric Chemistry and Physics · doi:10.5194/acp-21-10039-2021 · Cited by 145 · see citing works
Self-citationUncertainty and the basis for confidence in solar geoengineering research
Kravitz, B., & MacMartin, D. G. (2020) · Nature Reviews Earth & Environment · doi:10.1038/s43017-019-0004-7 · Cited by 103 · see citing works
Self-citationPotential effects of climate change and solar radiation modification on renewable energy resources
Kumler, A., Kravitz, B., Draxl, C., Vimmerstedt, L. J., Benton, B., Lundquist, J. K., Martin, M., Buck, H. J., Wang, H., Lennard, C., et al. (2024) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2024.114934 · Cited by 77 · see citing works
Self-citationWhose climate and whose ethics? Conceptions of justice in solar geoengineering modelling
McLaren, D. P. (2018) · Energy Research & Social Science · doi:10.1016/j.erss.2018.05.021 · Cited by 74 · see citing works
Towards a comprehensive climate impacts assessment of solar geoengineering
Irvine, P. J., Kravitz, B., Lawrence, M. G., Gerten, D., Caminade, C., Gosling, S. N., Hendy, E. J., Kassie, B. T., Kissling, W. D., Muri, H., et al. (2017) · Earth s Future · doi:10.1002/2016ef000389 · Cited by 70 · see citing works
Self-citationSeasonally Modulated Stratospheric Aerosol Geoengineering Alters the Climate Outcomes
Visioni, D., MacMartin, D. G., Kravitz, B., Richter, J. H., Tilmes, S., & Mills, M. J. (2020) · Geophysical Research Letters · doi:10.1029/2020gl088337 · Cited by 61 · see citing works
Self-citationExploring precipitation pattern scaling methodologies and robustness among CMIP5 models
Kravitz, B., Lynch, C., Hartin, C. A., & Bond‐Lamberty, B. (2017) · Geoscientific model development · doi:10.5194/gmd-10-1889-2017 · Cited by 29 · see citing works
Self-citationTechnical characteristics of a solar geoengineering deployment and implications for governance
MacMartin, D. G., Irvine, P. J., Kravitz, B., & Horton, J. B. (2019) · Climate Policy · doi:10.1080/14693062.2019.1668347 · Cited by 28 · see citing works
Self-citationThe potential environmental and climate impacts of stratospheric aerosol injection: a review
Huynh, H. N., & McNeill, V. F. (2024) · Environmental Science: Atmospheres · doi:10.1039/d3ea00134b · Cited by 27 · see citing works
Characteristics of a Solar Geoengineering Deployment: Considerations for Governance
MacMartin, D. G., Irvine, P. J., Kravitz, B., & Horton, J. B. (2021) · AESS interdisciplinary environmental studies and sciences series · doi:10.1007/978-3-030-72372-9_2 · Cited by 1 · see citing works
Self-citationVisioni, D. (2021) · Atmospheric chemistry and physics · doi:10.5194/acp-2021-133-ac1
Visioni, D. (2021) · Atmospheric chemistry and physics · doi:10.5194/acp-2021-133-ac2
Visioni, D. (2021) · Atmospheric chemistry and physics · doi:10.5194/acp-2021-133-ac3
Kravitz, B., & Korhonen, H. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-819766-0.00012-2
Self-citationDommo, A., Nkrumah, F., Quagraine, K. A., Klutse, N. A. B., Quenum, G. M. L. D., & Koffi, H. A. (2025) · Journal of Geophysical Research Atmospheres · doi:10.1029/2025jd043576
- Authors
- MacMartin, D. G., Kravitz, B., & Rasch, P. J.
- Affiliations
- California Institute of Technology (US)
- Pacific Northwest National Laboratory (US)
- Corresponding author
- MacMartin, Douglas G.
- Venue
- Geophysical Research Letters
- Publisher
- American Geophysical Union (AGU)
- Published
- 2015-09-03
- Volume
- 42
- Issue
- 17
- Pages
- 7156-7161
- ISSN
- 0094-8276 (ISSN-L)
- 1944-8007
- OpenAlex
- W1929832008
- Cited by
- 20
- References
- 27
- Citations by year
- 2025: 1 · 2024: 2 · 2022: 3 · 2021: 5 · 2020: 2 · 2019: 1 · 2018: 2 · 2017: 1 · 2016: 2 · 2015: 1
- FWCI
- 1.64
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Geophysical Research Letters (publishedVersion)
- OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (submittedVersion)
- CaltechAUTHORS (California Institute of Technology) (submittedVersion)
- Funders
- Battelle Memorial Institute (DE-AC05-76RL01830)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Climate Change and Geoengineering
- Physical Sciences › Environmental Science › Global and Planetary Change › Climate variability and models
- Physical Sciences › Environmental Science › Global and Planetary Change › Atmospheric aerosols and clouds
- Keywords
- solar geoengineering, climate uncertainty, inter-model spread, GeoMIP, regional temperature change, regional precipitation change, CO2 radiative forcing, solar forcing, climate change projections
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review