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
edoc Publication server (Humboldt University of Berlin)
Published
2025-07-18
DOI
https://doi.org/10.18452/34345
Primary Topic
Carbon Dioxide Capture Technologies
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

edoc Publication server (Humboldt University of Berlin)
Carbon Dioxide Capture Technologies
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.

edoc Publication server (Humboldt University of Berlin)
Openalex Percentile: Top 57%
Carbon Dioxide Capture Technologies
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Scientific literature on carbon dioxide removal revealed as much larger through AI-enhanced systematic mapping · edoc Publication server (Humboldt University of Berlin) (2025) | TGRS Research Map | TGRS