Preprints
https://doi.org/10.5194/egusphere-2025-2994
https://doi.org/10.5194/egusphere-2025-2994
28 Jul 2025
 | 28 Jul 2025

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.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
Share

Journal article(s) based on this preprint

17 Mar 2026
Alternative dynamic regimes of marine biogeochemical models in perturbed environments
Guido Occhipinti, Davide Valenti, and Paolo Lazzari
Biogeosciences, 23, 2003–2021, https://doi.org/10.5194/bg-23-2003-2026,https://doi.org/10.5194/bg-23-2003-2026, 2026
Short summary
Guido Occhipinti, Davide Valenti, and Paolo Lazzari

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
ED: Reconsider after major revisions (31 Dec 2025) by Liuqian Yu
AR by Guido Occhipinti on behalf of the Authors (31 Dec 2025)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (02 Jan 2026) by Liuqian Yu
RR by Anonymous Referee #1 (20 Jan 2026)
RR by Anonymous Referee #2 (31 Jan 2026)
ED: Publish subject to minor revisions (review by editor) (02 Feb 2026) by Liuqian Yu
AR by Guido Occhipinti on behalf of the Authors (04 Feb 2026)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (05 Feb 2026) by Liuqian Yu
AR by Guido Occhipinti on behalf of the Authors (13 Feb 2026)  Author's response   Manuscript 

Journal article(s) based on this preprint

17 Mar 2026
Alternative dynamic regimes of marine biogeochemical models in perturbed environments
Guido Occhipinti, Davide Valenti, and Paolo Lazzari
Biogeosciences, 23, 2003–2021, https://doi.org/10.5194/bg-23-2003-2026,https://doi.org/10.5194/bg-23-2003-2026, 2026
Short summary
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

Viewed

Total article views: 1,140 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
946 149 45 1,140 127 31 43
  • HTML: 946
  • PDF: 149
  • XML: 45
  • Total: 1,140
  • Supplement: 127
  • BibTeX: 31
  • EndNote: 43
Views and downloads (calculated since 28 Jul 2025)
Cumulative views and downloads (calculated since 28 Jul 2025)

Viewed (geographical distribution)

Total article views: 1,096 (including HTML, PDF, and XML) Thereof 1,096 with geography defined and 0 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 17 Mar 2026
Download

The requested preprint has a corresponding peer-reviewed final revised paper. You are encouraged to refer to the final revised version.

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.
Share