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Mesoscale activity drives the habitat suitability of yellowfin tuna in the Gulf of Mexico.
Mesoscale activity drives the habitat suitability of yellowfin tuna in the Gulf of Mexico.
- Source :
-
Scientific reports [Sci Rep] 2024 Apr 08; Vol. 14 (1), pp. 8256. Date of Electronic Publication: 2024 Apr 08. - Publication Year :
- 2024
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Abstract
- Yellowfin tuna, Thunnus albacares, represents an important component of commercial and recreational fisheries in the Gulf of Mexico (GoM). We investigated the influence of environmental conditions on the spatiotemporal distribution of yellowfin tuna using fisheries' catch data spanning 2012-2019 within Mexican waters. We implemented hierarchical Bayesian regression models with spatial and temporal random effects and fixed effects of several environmental covariates to predict habitat suitability (HS) for the species. The best model included spatial and interannual anomalies of the absolute dynamic topography of the ocean surface (ADT <subscript>SA</subscript> and ADT <subscript>IA</subscript> , respectively), bottom depth, and a seasonal cyclical random effect. High catches occurred mainly towards anticyclonic features at bottom depths > 1000 m. The spatial extent of HS was higher in years with positive ADT <subscript>IA</subscript> , which implies more anticyclonic activity. The highest values of HS (> 0.7) generally occurred at positive ADT <subscript>SA</subscript> in oceanic waters of the central and northern GoM. However, high HS values (> 0.6) were observed in the southern GoM, in waters with cyclonic activity during summer. Our results highlight the importance of mesoscale features for the spatiotemporal distribution of yellowfin tunas and could help to develop dynamic fisheries management strategies in Mexico and the U.S. for this valuable resource.<br /> (© 2024. The Author(s).)
- Subjects :
- Animals
Gulf of Mexico
Bayes Theorem
Oceans and Seas
Tuna
Ecosystem
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 14
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 38589552
- Full Text :
- https://doi.org/10.1038/s41598-024-58613-7