Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach

In the last decade, the analysis based on Continuous Plankton Recorder survey in the eastern North Atlantic Ocean detected one of the most striking examples of marine poleward migration related to sea warming. The main objective of this study is to verify the poleward shift of zooplankton species (C...

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Published in:ICES Journal of Marine Science
Main Authors: Chust, Guillem, Castellani, Claudia, Licandro, Priscilla, Ibaibarriaga, Leire, Sagarminaga, Yolanda, Irigoien, Xabier
Format: Article in Journal/Newspaper
Language:unknown
Published: Zenodo 2014
Subjects:
Online Access:https://doi.org/10.1093/icesjms/fst147
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author Chust, Guillem
Castellani, Claudia
Licandro, Priscilla
Ibaibarriaga, Leire
Sagarminaga, Yolanda
Irigoien, Xabier
author_facet Chust, Guillem
Castellani, Claudia
Licandro, Priscilla
Ibaibarriaga, Leire
Sagarminaga, Yolanda
Irigoien, Xabier
author_sort Chust, Guillem
collection Zenodo
container_issue 2
container_start_page 241
container_title ICES Journal of Marine Science
container_volume 71
description In the last decade, the analysis based on Continuous Plankton Recorder survey in the eastern North Atlantic Ocean detected one of the most striking examples of marine poleward migration related to sea warming. The main objective of this study is to verify the poleward shift of zooplankton species (Calanus finmarchicus, C. glacialis, C. helgolandicus, C. hyperboreus) for which distributional changes have been recorded in the North Atlantic Ocean and to assess how much of this shift was triggered by sea warming, using Generalized Additive Models. To this end, the population gravity centre of observed data was compared with that of a series of simulation experiments: (i) a model using only climate factors (i.e. niche-based model) to simulate species habitat suitability, (ii) a model using only temporal and spatial terms to reconstruct the population distribution, and (iii) a model using both factors combined, using a subset of observations as independent dataset for validation. Our findings show that only C. finmarchicus had a consistent poleward shift, triggered by sea warming, estimated in 8.1 km per decade in the North Atlantic (16.5 per decade for the northeast), which is substantially lower than previous works at the assemblage level and restricted to the Northeast Atlantic. On the contrary, C. helgolandicus is expanding in all directions, although its northern distribution limit in the North Sea has shifted northward. Calanus glacialis and C. hyperboreus, which have the geographic centres of populations mainly in the NW Atlantic, showed a slight southward shift, probably responding to cool water penetrating southward in the Labrador Current. Our approach, supported by high model accuracy, shows its power in detecting species latitudinal shifts and identifying its causes, since the trend of occurrence observed data is influenced by the sampling frequency, which has progressively concentrated to lower latitudes with time.
format Article in Journal/Newspaper
genre Calanus finmarchicus
Calanus glacialis
North Atlantic
Northeast Atlantic
genre_facet Calanus finmarchicus
Calanus glacialis
North Atlantic
Northeast Atlantic
id ftzenodo:oai:zenodo.org:7124
institution Open Polar
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op_collection_id ftzenodo
op_container_end_page 253
op_doi https://doi.org/10.1093/icesjms/fst147
op_relation https://doi.org/10.1093/icesjms/fst147
https://zenodo.org/communities/euro-basin
https://zenodo.org/communities/eu
oai:zenodo.org:7124
op_rights info:eu-repo/semantics/openAccess
Other (Attribution)
op_source ICES Journal of Marine Science, 71(2), 241-253, (2014-01-01)
publishDate 2014
publisher Zenodo
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spelling ftzenodo:oai:zenodo.org:7124 2025-01-16T21:22:50+00:00 Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach Chust, Guillem Castellani, Claudia Licandro, Priscilla Ibaibarriaga, Leire Sagarminaga, Yolanda Irigoien, Xabier 2014-01-01 https://doi.org/10.1093/icesjms/fst147 unknown Zenodo https://doi.org/10.1093/icesjms/fst147 https://zenodo.org/communities/euro-basin https://zenodo.org/communities/eu oai:zenodo.org:7124 info:eu-repo/semantics/openAccess Other (Attribution) ICES Journal of Marine Science, 71(2), 241-253, (2014-01-01) Calanus climate change habitat model info:eu-repo/semantics/article 2014 ftzenodo https://doi.org/10.1093/icesjms/fst147 2024-12-06T15:39:01Z In the last decade, the analysis based on Continuous Plankton Recorder survey in the eastern North Atlantic Ocean detected one of the most striking examples of marine poleward migration related to sea warming. The main objective of this study is to verify the poleward shift of zooplankton species (Calanus finmarchicus, C. glacialis, C. helgolandicus, C. hyperboreus) for which distributional changes have been recorded in the North Atlantic Ocean and to assess how much of this shift was triggered by sea warming, using Generalized Additive Models. To this end, the population gravity centre of observed data was compared with that of a series of simulation experiments: (i) a model using only climate factors (i.e. niche-based model) to simulate species habitat suitability, (ii) a model using only temporal and spatial terms to reconstruct the population distribution, and (iii) a model using both factors combined, using a subset of observations as independent dataset for validation. Our findings show that only C. finmarchicus had a consistent poleward shift, triggered by sea warming, estimated in 8.1 km per decade in the North Atlantic (16.5 per decade for the northeast), which is substantially lower than previous works at the assemblage level and restricted to the Northeast Atlantic. On the contrary, C. helgolandicus is expanding in all directions, although its northern distribution limit in the North Sea has shifted northward. Calanus glacialis and C. hyperboreus, which have the geographic centres of populations mainly in the NW Atlantic, showed a slight southward shift, probably responding to cool water penetrating southward in the Labrador Current. Our approach, supported by high model accuracy, shows its power in detecting species latitudinal shifts and identifying its causes, since the trend of occurrence observed data is influenced by the sampling frequency, which has progressively concentrated to lower latitudes with time. Article in Journal/Newspaper Calanus finmarchicus Calanus glacialis North Atlantic Northeast Atlantic Zenodo ICES Journal of Marine Science 71 2 241 253
spellingShingle Calanus
climate change
habitat model
Chust, Guillem
Castellani, Claudia
Licandro, Priscilla
Ibaibarriaga, Leire
Sagarminaga, Yolanda
Irigoien, Xabier
Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach
title Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach
title_full Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach
title_fullStr Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach
title_full_unstemmed Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach
title_short Are Calanus spp. shifting poleward in the North Atlantic? A habitat modelling approach
title_sort are calanus spp. shifting poleward in the north atlantic? a habitat modelling approach
topic Calanus
climate change
habitat model
topic_facet Calanus
climate change
habitat model
url https://doi.org/10.1093/icesjms/fst147