A Bayesian inversion for emissions and export productivity across the end-Cretaceous boundary

Alexander A. Cox and C. Brenhin Keller

Science, 2023: https://doi.org/10.1126/science.adh3875

Editor’s summary: The end-Cretaceous mass extinction, which included the elimination of all nonavian dinosaurs, occurred after the impact of a meteorite and during a stretch of large-scale volcanism. Although it is known that the impact is temporally linked to the extinction, the relative roles are hard to disentangle. Cox and Keller used an inversion scheme that is agnostic about what occurred geologically but provides best guesses for a number of variables, including carbon and sulfur dioxide release. These gases cause environmental changes, and the results may argue for a two-stage extinction related to the volcanism. This approach should be useful for disentangling other complex events in Earth systems and elsewhere. —Brent Grocholski

The end-Cretaceous mass extinction was marked by both the Chicxulub impact and the ongoing emplacement of the Deccan Traps flood basalt province. To understand the mechanism of extinction, we must disentangle the timing, duration, and intensity of volcanic and meteoritic environmental forcings. In this study, we used a parallel Markov chain Monte Carlo approach to invert for carbon dioxide (CO2) and sulfur dioxide (SO2) emissions, export productivity, and remineralization from 67 to 65 million years ago using the LOSCAR (Long-term Ocean-atmosphere-Sediment CArbon cycle Reservoir) model. Our results closely match observed and proxy data and suggest decoupled CO2 and SO2 emissions, a two-step decline in export productivity with a protracted recovery, and no clear volatile impulse at the boundary. More broadly, our methods provide a potential path forward for efficient parallel inversion of complex Earth system models.

Suggested citation:
Cox, A.A., & Keller, C.B. (2023). A Bayesian inversion for emissions and export productivity across the end-Cretaceous boundary. Science, 381(6665), 1446-1451.