Preprints
https://doi.org/10.5194/egusphere-2025-2994
https://doi.org/10.5194/egusphere-2025-2994
28 Jul 2025
 | 28 Jul 2025
Status: this preprint is open for discussion and under review for Biogeosciences (BG).

Alternative dynamic regimes of plankton communities in perturbed environments

Guido Occhipinti, Davide Valenti, and Paolo Lazzari

Abstract. The existence of alternative dynamic regimes or equilibria has been widely observed in the biosphere and the climate system. In order to assess the potential impacts of climate change and develop effective mitigation and adaptation strategies, a comprehensive knowledge of these alternative regimes is crucial. We studied marine biogeochemical cycles, which are fundamental for sustaining ocean life and for climate regulation, with a biogeochemical model used for operational purposes. We investigated whether the perturbation of the environment (e.g. air temperature, wind velocity, nutrient input) to extreme values can push biogeochemical cycles into a different regime. We have established that this phenomenon exists and that the system commonly responds reversibly to the perturbation of the environment, i.e. when the perturbation is removed the original system regime is recovered. Depletion of nutrients and increase in wind velocity can induce hysteresis in the dynamic regimes associated with changes in the planktonic trophic web, which sustains the biogeochemical cycles. The large number of numerical simulations under a vast range of environments and methodology, comprising demographic stochasticity, underpins the generality of the results and the sensitivity analysis of the model parameters confirms the accuracy of the model even under extreme environments. The occurrence of alternative dynamic regimes in a modern marine biogeochemical model, supported by field observations of regime shifts in plankton, suggests its use in predicting the state of the ocean under climate change.

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Guido Occhipinti, Davide Valenti, and Paolo Lazzari

Status: open (until 21 Sep 2025)

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Guido Occhipinti, Davide Valenti, and Paolo Lazzari

Data sets

Setup files for run simulations of biogeochemical model Guido Occhipinti https://doi.org/10.5281/zenodo.15622626

Model code and software

seamless-notebooks Paolo Lazzari, Guido Occhipinti https://github.com/inogs/seamless-notebooks

Guido Occhipinti, Davide Valenti, and Paolo Lazzari

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Short summary
Due to climate change shifts in ecosystem structure and function have been increasingly documented in marine ecosystems around the globe. We tested whether a marine biogeochemical model can predict shifts to alternative regimes in plankton and biogeochemical processes under environmental perturbations. Simulations show that perturbations can drive the system into new regimes, with responses that are either reversible or hysteretic, depending on the type and intensity of the disturbance.
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