Preprints
https://doi.org/10.5194/egusphere-2026-120
https://doi.org/10.5194/egusphere-2026-120
15 Jan 2026
 | 15 Jan 2026
Status: this preprint is open for discussion and under review for Biogeosciences (BG).

Multi-centennial ocean biogeochemical responses to extended Shared Socioeconomic Pathways

Hidetaka Kobayashi, Tokuta Yokohata, Akitomo Yamamoto, Tomohiro Hajima, Hiroaki Tatebe, Akira Oka, and Keith B. Rodgers

Abstract. Despite their profound consequences for the global carbon cycle, multi-centennial ocean biogeochemical responses to anthropogenic greenhouse gas forcing remain poorly constrained. Here we investigate long-term oceanic responses to atmospheric CO2 forcing using the Model for Interdisciplinary Research on Climate, Earth System version 2 for Long-term simulations (MIROC-ES2L) Earth system model driven by extended Shared Socio-economic Pathway (SSP) scenarios through to the year 2500. Ocean–atmosphere pCO2 disequilibrium exhibits strong scenario dependence. Under the low-emission scenario SSP1–2.6, oceanic CO2 undersaturation gradually weakens and approaches near equilibrium by 2100. In contrast, under the high-emission scenario SSP5–8.5, rapid increase in atmospheric pCO2 results in increasing undersaturation of CO2 in the ocean over the 21st century. Thereafter, the ocean becomes increasingly supersaturated, with CO2 supersaturation expanding into the equatorial and subtropical oceans between the mid-23rd and the 25th century. The Southern Ocean remains persistently undersaturated throughout the simulations, consistent with sustained influence from deep waters that are weakly affected by anthropogenic perturbations. Across all scenarios, early oceanic pCO2 changes are primarily driven by increases in dissolved inorganic carbon, whereas alkalinity becomes an increasingly important control from the mid-22nd century onward under SSP5–8.5. A progressive decline in the oceanic CO2 buffering capacity, driven by cumulative CO2 uptake, increases the sensitivity of surface pCO2 to additional carbon, with the buffering capacity approaching its effective minimum levels by the late 22nd century. In parallel, a reduction in surface alkalinity further enhances the influence of alkalinity on surface pCO2 during this period. Notably, thermal stress and nutrient limitation persist in regions such as the Arctic Ocean until the late 25th century even under SSP1–2.6, indicating a centennial-scale lagged response of marine ecosystems to atmospheric CO2 forcing. In the surface ocean, marine ecosystem stress (integrating thermal and biogeochemical stressors) continues to intensify through the late 22nd century under SSP5–8.5, despite the stabilization of atmospheric pCO2, highlighting the long memory and limited reversibility of oceanic ecosystem stress.

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Hidetaka Kobayashi, Tokuta Yokohata, Akitomo Yamamoto, Tomohiro Hajima, Hiroaki Tatebe, Akira Oka, and Keith B. Rodgers

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Hidetaka Kobayashi, Tokuta Yokohata, Akitomo Yamamoto, Tomohiro Hajima, Hiroaki Tatebe, Akira Oka, and Keith B. Rodgers

Data sets

Code and scripts for Kobayashi et al. entitled "Multi-centennial ocean biogeochemical responses to extended Shared Socioeconomic Pathways" Hidetaka Kobayashi https://doi.org/10.5281/zenodo.18193548

Hidetaka Kobayashi, Tokuta Yokohata, Akitomo Yamamoto, Tomohiro Hajima, Hiroaki Tatebe, Akira Oka, and Keith B. Rodgers

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Short summary
Using long-term MIROC-ES2L simulations under extended SSP scenarios to 2500, we show that ocean–atmosphere pCO2 disequilibrium exhibits strong scenario dependence. Low emissions lead to near equilibrium by 2100, whereas high emissions drive expanding oceanic CO2 supersaturation and declining buffering capacity. Marine ecosystem stress persists for centuries, reflecting the ocean’s long memory and limited reversibility.
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