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Climate-Induced Habitat Suitability Modelling for Pelagic Fish in European Seas
Citable as data publication
Standaert, W.; Musimwa, R.; Stevens, M.; Fernandez Bejarano, S.; Muñiz, C.; Debusschere, E.; Pint, S.; Everaert, G.; Flanders Marine Institute: Belgium; (2024): Climate-Induced Habitat Suitability Modelling for Pelagic Fish in European Seas. Dataset and calculations. Marine Data Archive. https://doi.org/10.14284/707

Availability: Creative Commons License This dataset is licensed under a Creative Commons Attribution 4.0 International License.

Description

Pelagic fish species, such as Atlantic herring, Atlantic mackerel, and European seabass, are crucial for both the ecological balance and economic prosperity of European seas. Understanding their migration patterns and habitat preferences is vital for ensuring sustainable fisheries management. This study employed a mechanistic niche modelling approach to predict the distribution of these species, investigating the impact of climate change on their habitat suitability. The study incorporated a mathematical description of each species' niche and focused on temperature and salinity responses, utilising fuzzy logic principles. Climate prediction data and various scenarios were utilized to simulate habitat suitability models from the current to 2090. Our findings indicate substantial alterations in habitat suitability under the climate scenario SSP585 , with a northward shift for all three species. Temperature and salinity changes drive complex shifts, with regional variations in suitability conditions. This mechanistic approach informs proactive fisheries management strategies, crucial for navigating the dynamic interplay between climate change, fish distribution, and the post-Brexit landscape.


Scope
Themes:
Biology, Biology > Ecology - biodiversity, Biology > Fish, Biology > Fish > Pelagic fish
Keywords:
Marine/Coastal, Atlantic mackerel Scomber scombrus, Climate change ecology, Climate change effects, Distribution modelling, Ecological modelling, Ecosystem modelling, Fisheries ecosystem, Fisheries management indicators, Global climate change, Habitat selection, Habitat suitability modelling, Migration patterns, Model predictions, Clupea harengus Linnaeus, 1758, Dicentrarchus labrax (Linnaeus, 1758), Scomber scombrus Linnaeus, 1758

Temporal coverage
1 January 2023 - 1 January 2024

Target species
Clupea harengus Linnaeus, 1758 [WoRMS]
Dicentrarchus labrax (Linnaeus, 1758) [WoRMS]
Scomber scombrus Linnaeus, 1758 [WoRMS]

Parameter
Biological effect parameters Methodology
Biological effect parameters: Model simulation


Related datasets
Parent dataset:
Pelfish: Predictive modelling of the distribution of pelagic fish species in the BPNS, more

Dataset status: Completed
Data type: Software/models/scripts
Data origin: Research
Metadatarecord created: 2024-03-13
Information last updated: 2024-11-22
All data in the Integrated Marine Information System (IMIS) is subject to the VLIZ privacy policy