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

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.

Publication Details

Journal
Repository for Publications and Research Data (ETH Zurich)
Published
2025-07-18
DOI
https://doi.org/10.3929/ethz-b-000748350
Primary Topic
Phytochemistry and biological activity of medicinal plants
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Repository for Publications and Research Data (ETH Zurich)
Phytochemistry and biological activity of medicinal plants
article

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

article en

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 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.

Repository for Publications and Research Data (ETH Zurich)
Openalex Percentile: Top 44%
Phytochemistry and biological activity of medicinal plants
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