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There has been an explosion of interest in … There has been an explosion of interest in soil carbon sequestration as a natural carbon reduction strategy. Soil carbon stocks are an appealing reservoir for sequestering anthropogenic carbon dioxide due to their relatively low risk, low technological barrier, and potential for long residence time. But how much carbon sequestration potential is there globally? Where are the places soils currently accumulating anthropogenic carbon dioxide and would these locations lend themselves to more active management interventions? Two very contrasting approaches are being taken in soil science: digital soil mapping approaches rooted in soil carbon stock surveys and machine learning, as well as process models rooted in soil carbon flux studies and differential equations. In this talk we’ll explore where these representations deviate, how they could be reconciled, and how we can use modeling as a tool to expand our understanding of soil carbon potential for carbon dioxide draw down in the future.or carbon dioxide draw down in the future. +
kathe.toddbrown@essie.ufl.edu +
CSDMS 2025: Exploring Earth's Surface with Models, Data & AI +
Kathe +
University of Florida +
Todd-Brown +
Invited oral presentation +
Florida +
Global soil carbon potential – What if everyone is right and where do we go from here? +
uFO_ALQ8Ycw +
United States +
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19:41:58, 15 January 2025 +
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22:34:16, 11 June 2025 +
Terrestrial Working Group +, Coastal Working Group +, Marine Working Group +, Education and Knowledge Transfer (EKT) Working Group +, Cyberinformatics and Numerics Working Group +, Hydrology Focus Research Group +, Chesapeake Focus Research Group +, Critical Zone Focus Research Group +, Human Dimensions Focus Research Group +, Geodynamics Focus Research Group +, Ecosystem Dynamics Focus Research Group +, Coastal Vulnerability Initiative +, Continental Margin Initiative +, Artificial Intelligence & Machine Learning Initiative +, Modeling Platform Interoperability Initiative + and River Network Modeling Initiative +
