Articles | Volume 23, issue 5
https://doi.org/10.5194/bg-23-2003-2026
https://doi.org/10.5194/bg-23-2003-2026
Research article
 | 
17 Mar 2026
Research article |  | 17 Mar 2026

Alternative dynamic regimes of marine biogeochemical models in perturbed environments

Guido Occhipinti, Davide Valenti, and Paolo Lazzari

Related authors

Data-Informed Inversion Model (DIIM): a framework to retrieve marine optical constituents using a three-stream irradiance model
Carlos Enmanuel Soto López, Mirna Gharbi Dit Kacem, Fabio Anselmi, and Paolo Lazzari
Geosci. Model Dev., 18, 7575–7602, https://doi.org/10.5194/gmd-18-7575-2025,https://doi.org/10.5194/gmd-18-7575-2025, 2025
Short summary
Chromophoric dissolved organic matter dynamics revealed through the optimization of an optical–biogeochemical model in the northwestern Mediterranean Sea
Eva Álvarez, Gianpiero Cossarini, Anna Teruzzi, Jorn Bruggeman, Karsten Bolding, Stefano Ciavatta, Vincenzo Vellucci, Fabrizio D'Ortenzio, David Antoine, and Paolo Lazzari
Biogeosciences, 20, 4591–4624, https://doi.org/10.5194/bg-20-4591-2023,https://doi.org/10.5194/bg-20-4591-2023, 2023
Short summary
The Mediterranean Forecasting System – Part 1: Evolution and performance
Giovanni Coppini, Emanuela Clementi, Gianpiero Cossarini, Stefano Salon, Gerasimos Korres, Michalis Ravdas, Rita Lecci, Jenny Pistoia, Anna Chiara Goglio, Massimiliano Drudi, Alessandro Grandi, Ali Aydogdu, Romain Escudier, Andrea Cipollone, Vladyslav Lyubartsev, Antonio Mariani, Sergio Cretì, Francesco Palermo, Matteo Scuro, Simona Masina, Nadia Pinardi, Antonio Navarra, Damiano Delrosso, Anna Teruzzi, Valeria Di Biagio, Giorgio Bolzon, Laura Feudale, Gianluca Coidessa, Carolina Amadio, Alberto Brosich, Arnau Miró, Eva Alvarez, Paolo Lazzari, Cosimo Solidoro, Charikleia Oikonomou, and Anna Zacharioudaki
Ocean Sci., 19, 1483–1516, https://doi.org/10.5194/os-19-1483-2023,https://doi.org/10.5194/os-19-1483-2023, 2023
Short summary
Using machine learning and Biogeochemical-Argo (BGC-Argo) floats to assess biogeochemical models and optimize observing system design
Alexandre Mignot, Hervé Claustre, Gianpiero Cossarini, Fabrizio D'Ortenzio, Elodie Gutknecht, Julien Lamouroux, Paolo Lazzari, Coralie Perruche, Stefano Salon, Raphaëlle Sauzède, Vincent Taillandier, and Anna Teruzzi
Biogeosciences, 20, 1405–1422, https://doi.org/10.5194/bg-20-1405-2023,https://doi.org/10.5194/bg-20-1405-2023, 2023
Short summary
Acidification, deoxygenation, and nutrient and biomass declines in a warming Mediterranean Sea
Marco Reale, Gianpiero Cossarini, Paolo Lazzari, Tomas Lovato, Giorgio Bolzon, Simona Masina, Cosimo Solidoro, and Stefano Salon
Biogeosciences, 19, 4035–4065, https://doi.org/10.5194/bg-19-4035-2022,https://doi.org/10.5194/bg-19-4035-2022, 2022
Short summary

Cited articles

Aksnes, D., Dupont, N., Staby, A., Fiksen, Ø., Kaartvedt, S., and Aure, J.: Coastal water darkening and implications for mesopelagic regime shifts in Norwegian fjords, Marine Ecol. Prog. Ser., 387, 39–49, https://doi.org/10.3354/meps08120, 2009. a
Álvarez, E., Cossarini, G., Teruzzi, A., Bruggeman, J., Bolding, K., Ciavatta, S., Vellucci, V., D'Ortenzio, F., Antoine, D., and Lazzari, P.: Chromophoric dissolved organic matter dynamics revealed through the optimization of an optical–biogeochemical model in the northwestern Mediterranean Sea, Biogeosciences, 20, 4591–4624, https://doi.org/10.5194/bg-20-4591-2023, 2023. a, b, c, d
Antoine, D., Chami, M., Claustre, H., d’Ortenzio, F., Morel, A., Bécu, G., Gentili, B., Louis, F., Ras, J., Roussier, E., Scott, A. J., Tailliez, D., Hooker, S. B., Guevel, P., Desté, J.-F., Dempsey, C., and Adams, D.: BOUSSOLE: A joint CNRS-INSU, ESA, CNES, and NASA ocean color calibration and validation activity, Tech. rep., NASA Technical Memorandum, 2006. a, b
Anugerahanti, P., Roy, S., and Haines, K.: Perturbed Biology and Physics Signatures in a 1-D Ocean Biogeochemical Model Ensemble, Front. Marine Sci., 7, 549, https://doi.org/10.3389/fmars.2020.00549, 2020. a
Arnoldi, J., Loreau, M., and Haegeman, B.: The inherent multidimensionality of temporal variability: how common and rare species shape stability patterns, Ecol. Lett., 22, 1557–1567, https://doi.org/10.1111/ele.13345, 2019. a
Download
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
Altmetrics
Final-revised paper
Preprint