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  Scientific literature on carbon dioxide removal revealed as much larger through AI-enhanced systematic mapping

Lück, S., Callaghan, M., Borchers, M., Cowie, A., Fuss, S., Gidden, M., Hartmann, J., Kammann, C., Keller, D. P., Kraxner, F., Lamb, W. F., Mac Dowell, N., Müller-Hansen, F., Nemet, G. F., Probst, B. S., Renforth, P., Repke, T., Rickels, W., Schulte, I., Smith, P., Smith, S. M., Thrän, D., Troxler, T. G., Sick, V., van der Spek, M., Minx, J. C. (2025): Scientific literature on carbon dioxide removal revealed as much larger through AI-enhanced systematic mapping. - Nature Communications, 16, 6632.
https://doi.org/10.1038/s41467-025-61485-8

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 Creators:
Lück, Sarah1, 2, Author                 
Callaghan, Max1, Author                 
Borchers, Malgorzata3, Author
Cowie, Annette3, Author
Fuss, Sabine1, Author                 
Gidden, Matthew3, Author
Hartmann, Jens3, Author
Kammann, Claudia3, Author
Keller, David P.3, Author
Kraxner, Florian3, Author
Lamb, William F.1, Author                 
Mac Dowell, Niall3, Author
Müller-Hansen, Finn1, Author                 
Nemet, Gregory F.3, Author
Probst, Benedict S.3, Author
Renforth, Phil3, Author
Repke, Tim1, Author                 
Rickels, Wilfried3, Author
Schulte, Ingrid1, Author           
Smith, Pete3, Author
Smith, Stephen M.3, AuthorThrän, Daniela3, AuthorTroxler, Tiffany G.3, AuthorSick, Volker3, Authorvan der Spek, Mijndert3, AuthorMinx, Jan C.1, Author                  more..
Affiliations:
1Potsdam Institute for Climate Impact Research, Potsdam, ou_persistent13              
2Submitting Corresponding Author, Potsdam Institute for Climate Impact Research, ou_29970              
3External Organizations, ou_persistent22              

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 Abstract: Carbon dioxide removal plays an important role in any strategy to limit global
warming to well below 2 °C. Keeping abreast with the scientific evidence using
rigorous evidence synthesis methods is an important prerequisite for sus-
tainably scaling these methods. Here, we use artificial intelligence to provide a
comprehensive systematic map of carbon dioxide removal research. We find a
total of 28,976 studies on carbon dioxide removal—3–4 times more than
previously suggested. Growth in research is faster than for the field of climate
change research as a whole, but very concentrated in specific areas—such as
biochar, certain research methods like lab and field experiments, and parti-
cular regions like China. Patterns of carbon dioxide removal research contrast
with trends in patenting and deployment, highlighting the differing develop-
ment stages of these technologies. As carbon dioxide removal gains impor-
tance for the Paris climate goals, our systematic map can support rigorous
evidence synthesis for the IPCC and other assessments.

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Language(s): eng - English
 Dates: 2025-07-182025-07-18
 Publication Status: Finally published
 Pages: 12
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1038/s41467-025-61485-8
PIKDOMAIN: RD5 - Climate Economics and Policy - MCC Berlin
Organisational keyword: RD5 - Climate Economics and Policy - MCC Berlin
Working Group: Evidence for Climate Solutions
MDB-ID: No data to archive
Regional keyword: Global
Research topic keyword: 1.5/2°C limit
Research topic keyword: Decarbonization
Research topic keyword: Policy Evaluation
OATYPE: Gold - DEAL Springer Nature
 Degree: -

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Project name : ERC-2020-SyG “GENIE”
Grant ID : 951542
Funding program : -
Funding organization : ERC

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Title: Nature Communications
Source Genre: Journal, SCI, Scopus, p3, oa
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Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 16 Sequence Number: 6632 Start / End Page: - Identifier: CoNE: https://publications.pik-potsdam.de/cone/journals/resource/journals354
Publisher: Nature