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

by Cowie, Annette , Renforth, Phil , van der Spek, Mijndert , Smith, Stephen M , Gidden, Matthew , Repke, Tim , Smith, Pete , Thrän, Daniela , Borchers, Malgorzata , Lamb, William F , Fuss, Sabine , Callaghan, Max , Müller-Hansen, Finn , Schulte, Ingrid , Kraxner, Florian , Nemet, Gregory F , Hartmann, Jens , Troxler, Tiffany G , Sick, Volker , Rickels, Wilfried , Minx, Jan C , Lück, Sarah , Probst, Benedict S , Mac Dowell, Niall , Kammann, Claudia , Keller, David P

in 704/106 / 706/648 / Artificial intelligence / Biochar / Carbon dioxide / Carbon dioxide removal / Carbon sequestration / Climate change / Climate change research / Developmental stages / Emissions / Field tests / Global warming / Humanities and Social Sciences / Intergovernmental Panel on Climate Change / multidisciplinary / Research methods / Science / Science (multidisciplinary) / Synthesis

2025

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

2025

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

2025

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Journal Article

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

Cowie, Annette,

Renforth, Phil,

van der Spek, Mijndert,

Smith, Stephen M,

Gidden, Matthew,

Repke, Tim,

Smith, Pete,

Thrän, Daniela,

Borchers, Malgorzata,

Lamb, William F,

Fuss, Sabine,

Callaghan, Max,

Müller-Hansen, Finn,

Schulte, Ingrid,

Kraxner, Florian,

Nemet, Gregory F,

Hartmann, Jens,

Troxler, Tiffany G,

Sick, Volker,

Rickels, Wilfried,

Minx, Jan C,

Lück, Sarah,

Probst, Benedict S,

Mac Dowell, Niall,

Kammann, Claudia,

Keller, David P

2025

Overview

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 sustainably 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 particular regions like China. Patterns of carbon dioxide removal research contrast with trends in patenting and deployment, highlighting the differing development stages of these technologies. As carbon dioxide removal gains importance for the Paris climate goals, our systematic map can support rigorous evidence synthesis for the IPCC and other assessments.

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Publisher

Springer Nature,Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio

Subject

704/106

/ 706/648

/ Artificial intelligence

/ Biochar

/ Carbon dioxide

/ Carbon dioxide removal

/ Carbon sequestration