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Updated: May 1, 2026

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Marine biological shifts and climate
Grégory Beaugrand1, Eric Goberville, Christophe Luczak
1Centre National de la Recherche Scientifique, Laboratoire d'Océanologie et de Géosciences' UMR LOG CNRS 8187, Station Marine, Université Lille 1 - Sciences et Technologies BP 80, , Wimereux 62930, France, Sir Alister Hardy Foundation for Ocean Science, , Citadel Hill, Plymouth PL1 2PB, UK, Université d'Artois, , ESPE, Centre de Gravelines, 40, Rue Victor Hugo, BP 129, Gravelines 59820, France, Université Lille Nord de France, , Lille, France, Marine Institute, Plymouth University, , Drake Circus, Plymouth PL4 8AA, UK.
Marine species are responding deterministically to climate change, allowing for accurate predictions. A new ecological niche theory explains these phenological and biogeographic shifts in zooplankton.
Area of Science:
- Marine ecology
- Climate change biology
- Zooplankton dynamics
Background:
- Marine ecosystems exhibit phenological, biogeographic, and community shifts due to climate change.
- The underlying causes of these biological changes are not well understood, despite significant impacts on ecosystem functioning and services.
Purpose of the Study:
- To demonstrate that species and community responses to climate change are deterministic at certain scales.
- To propose a theory based on ecological niche concepts to explain observed biological shifts.
- To enable testable predictions and improve projections of future climate change impacts.
Main Methods:
- Developing a theory based on the ecological niche to link phenological, biogeographic, and community shifts.
- Applying the theory to explain shifts in the zooplankton Calanus finmarchicus in the North Atlantic.
- Analyzing long-term (1958-2009) copepod community shifts in the North Sea.
Main Results:
- The proposed ecological niche theory explains approximately 70% of phenological and biogeographic shifts for Calanus finmarchicus.
- The theory accounts for approximately 56% of long-term copepod community shifts observed in the North Sea.
- Demonstrated deterministic patterns in biological responses to climate change at emergent spatio-temporal scales.
Conclusions:
- A significant portion of marine species' responses to climate change is deterministic.
- Ecological niche theory provides a robust framework for understanding and predicting climate-driven biological shifts.
- Accurate projections of future ecosystem changes are achievable through understanding these deterministic responses.
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