Comparison between environmental characteristics of larval bluefin tuna Thunnus thynnus habitat in the Gulf of Mexico and western Mediterranean Sea
Open accessAbstract
MEPS Marine Ecology Progress Series Contact the journal Facebook Twitter RSS Mailing List Subscribe to our mailing list via Mailchimp HomeLatest VolumeAbout the JournalEditorsTheme Sections MEPS 486:257-276 (2013) - DOI: https://doi.org/10.3354/meps10397 Comparison between environmental characteristics of larval bluefin tuna Thunnus thynnus habitat in the Gulf of Mexico and western Mediterranean Sea Barbara A. Muhling1,*, Patricia Reglero2, Lorenzo Ciannelli3, Diego Alvarez-Berastegui4, Francisco Alemany2, John T. Lamkin5, Mitchell A. Roffer6 1Cooperative Institute for Marine and Atmospheric Studies, University of Miami, Miami, Florida 33149, USA 2Instituto Español de Oceanografía, Centre Oceanogràfic de les Balears, Moll de Ponent s/n, 07015 Palma de Mallorca, Spain 3College of Earth, Ocean and Atmospheric Sciences, 104 CEOAS Administration Building, Oregon State University, Corvallis, Oregon 97331-5503, USA 4Balearic Islands Coastal Observing and Forecasting System, Parc Bit, Naorte, Bloc A 2-3, 07121 Palma de Mallorca, Spain 5National Oceanic and Atmospheric Administration, National Marine Fisheries Service, Southeast Fisheries Science Center, Miami, Florida 33149, USA 6Roffer's Ocean Fishing Forecasting Service, Inc., 60 Westover Drive, West Melbourne, Florida 32904, USA *Email: barbara.muhling@noaa.gov ABSTRACT: Despite being well adapted for feeding in cold water on their North Atlantic feeding grounds, Atlantic bluefin tuna undertake long migrations to reach warm, low productivity spawning grounds in the Gulf of Mexico and Mediterranean Sea. Environmental conditions within spawning areas have been presumed to benefit larval survival, through appropriate feeding conditions, and enhanced larval retention and growth rates. However, field collections and studies to explore the potential mechanisms are rare. In this study, a comparison of the environmental characteristics of both spawning sites was completed using standardized environmental data and modeling methods. Predictive models of larval occurrence were constructed using historical larval collections, and environmental variables from both in situ and remotely sensed sources. Results showed that larvae on both spawning grounds were most likely to be found in warm (23 to 28°C), low chlorophyll areas with moderate current velocities and favorable regional retention conditions. In the Gulf of Mexico, larvae were located in offshore waters outside of the Loop Current and warm eddies, while in the western Mediterranean, larval occurrences were associated with the confluence of inflowing Atlantic waters and saltier resident surface waters. Although our results suggested common themes within preferred spawning grounds on both sides of the Atlantic Ocean, the ecological processes governing larval survival and eventual recruitment are yet to be fully understood. KEY WORDS: Bluefin tuna · Spawning · Mediterranean Sea · Gulf of Mexico Full text in pdf format PreviousNextCite this article as: Muhling BA, Reglero P, Ciannelli L, Alvarez-Berastegui D, Alemany F, Lamkin JT, Roffer MA (2013) Comparison between environmental characteristics of larval bluefin tuna Thunnus thynnus habitat in the Gulf of Mexico and western Mediterranean Sea. Mar Ecol Prog Ser 486:257-276. https://doi.org/10.3354/meps10397 Export citation RSS - Facebook - Tweet - linkedIn Cited by Published in MEPS Vol. 486. Online publication date: July 12, 2013 Print ISSN: 0171-8630; Online ISSN: 1616-1599 Copyright © 2013 Inter-Research.
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Written from the paper’s full text.
TL;DR
This study compares environmental conditions associated with larval Atlantic bluefin tuna occurrence in the Gulf of Mexico and the western Mediterranean/Balearic Islands using standardized historical larval collections and habitat models. It finds shared preferences for warm, low-chlorophyll, moderately dynamic waters, but regional differences in water-mass associations, especially Loop Current avoidance in the Gulf and Atlantic–Mediterranean frontal salinity conditions around the Balearic Islands.
Key findings
- Larvae on both spawning grounds were most likely in warm (23–28°C), low-chlorophyll areas with moderate current velocities and favorable retention conditions; the discussion summarizes preferred conditions as low chlorophyll (<0.2 mg m⁻³), warm waters (24–27°C), and moderate current flows (<0.3 m s⁻¹).
- In the Gulf of Mexico, larvae were found offshore outside the Loop Current and warm eddies; modeled probabilities peaked at surface temperatures of 25–28°C only where temperature at 100 m was below about 22°C, i.e. outside Loop Current water.
- In the Balearic Islands, larval occurrences were associated with the confluence of inflowing Atlantic waters and saltier resident surface waters; the most important model predictor was PC1, interpreted as water mass, and larvae were most likely at low surface chlorophyll (<~0.2 mg m⁻³) and surface temperatures of 24–26°C.
- Positive-station proportions increased from about 5% in mid-April to 35% by late May in the Gulf of Mexico, and from about 5% in early-mid June to 20–25% by the first week of July in the Balearic Islands before declining to about 5% by late July.
Methods
- Historical larval collections were used: Gulf of Mexico SEA-MAP data from 1998–2009 and western Mediterranean/Balearic Islands surveys from 2001–2005; bongo and neuston tows were used in the Gulf, and bongo tows around the Balearic Islands.
- Environmental predictors included in situ CTD temperature and salinity at 0, 100, and 200 m, remotely sensed surface chlorophyll, geostrophic velocity, day of year, and hour; PCA was applied separately by region to reduce collinearity.
- Presence/absence habitat models were built with multilayer perceptron artificial neural networks, with sensitivity analysis for predictor importance, scatterplots and wireframe plots for variable relationships, and kriging to map predicted probabilities for selected years.
Limitations
- The paper states that habitat models are affected by lags in time and space from temporal averaging and spatial interpolation of predictors, larval ages, and larval patchiness; larvae collected are probably several days to more than a week old, implying drift since spawning.
- The paper states that sampling scales are likely coarser than larval patchiness, so allocation of spawning to finer-scale oceanographic features is not possible without modified sampling designs; Gulf of Mexico tows were much deeper than Balearic Islands tows (200 vs. 70 m), probably underestimating larval presence in the Gulf.
- The paper states that models predicted presence/absence rather than abundance because larval abundances were often low and variable and gears were not directly comparable; it also notes that data on basic larval processes, actual spawning locations, diets, growth, behavior, and planktonic food webs are lacking. Evident from the text: the study is correlative and compares only two regions, so it cannot establish causal mechanisms linking environmental conditions to larval survival or recruitment.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
13 of 70 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
- Premisecitation
In the Gulf of Mexico, bluefin tuna larvae were found most frequently in common waters outside of the warm Loop Current and associated warm-core rings, and away from higher chlorophyll continental shelf waters.
“In the GOM, BFT larvae were found most frequently in 'common waters' outside of the warm Loop Current and associated warm-core rings, and away from higher chlorophyll continental shelf waters (Muhling et al. 2010, Lindo-Atichati et al. 2012).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Muhling et al. 2010 source
- cites Lindo-Atichati et al. 2012 source
The Discussion and the section on effects of other mesoscale structures report bluefin tuna larvae in Gulf common waters and along anticyclonic boundaries outside the Loop Current region. But the paper reports higher mean bluefin larval density at anticyclonic boundaries than in common waters, so it does not establish common waters as their most frequent location. Our copy does not assess whether larvae avoided higher-chlorophyll continental shelf waters. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
In the western Mediterranean Sea, bluefin tuna larvae are most abundant near the salinity front where inflowing Atlantic waters converge with higher salinity resident waters around the Balearic Islands.
“In the western Mediterranean Sea, larvae were most abundant near the salinity front where inflowing Atlantic waters converge with higher salinity resident waters around the Balearic Islands (Garcia et al. 2005, Alemany et al. 2010, Reglero et al. 2012).”
Quote in the paperSubstantial claim1 of 3 sources checked - Premisecitation
Adult BFT rarely cross the thermocline.
“and rarely cross the thermocline (Walli et al. 2009)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Walli et al. 2009 source
The Results (Ambient temperature and depth preferences; page unavailable) report that mean diving depth tracked thermocline depth, but do not establish that adult bluefin tuna rarely crossed it. In one water mass, tagged tuna spent only 64.2% of their time above the thermocline, so the claim overstates the reported pattern. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Interpretationcitation
Temperature stress may be more of a factor in the Gulf of Mexico than in the Mediterranean.
“Temperature stress may be more of a factor in the GOM, where surface temperatures during summer months reach 29 to 31°C, with no cooler waters nearby (Muller-Karger et al. 1991).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Muller-Karger et al. 1991 source
The paper’s sea-surface-temperature discussion reports that both eastern and western Gulf regions had temperatures above 29°C from July through September. It does not establish the full 29–31°C range, assess temperature stress, or say that no cooler waters were nearby; it also does not compare the Gulf with the Mediterranean. The relevant passage is in the section labeled “32” in our copy (page number unavailable). (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Larval collections in both the Atlantic and Pacific oceans have mostly been restricted to waters between ~22 and 28°C.
“Larval collections in both the Atlantic and Pacific oceans have mostly been restricted to waters between ~22 and 28°C (Masuma et al. 2006, Tanaka et al. 2006, Alemany et al. 2010, Muhling et al. 2010).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Masuma et al. 2006
- cites Tanaka et al. 2006 source
The Materials and Methods section describes larval collections in the northwestern Pacific, and the Developmental phases and standard length section reports station temperatures of 25.0–28.8°C. This supports collections in warm Pacific waters, but the paper does not address Atlantic collections or establish a general 22–28°C range for both oceans. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Alemany et al. 2010 source
- Premisecitation
Predicted suitable spawning locations from Druon et al. (2011) generally covered a greater spatial extent than confirmed spawning areas.
“Predicted suitable spawning locations from this study generally covered a greater spatial extent than confirmed spawning areas.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Druon et al. 2011 source
The Discussion (page not provided) identifies potential spawning habitat in the Aegean Sea that appears disproportionate to current knowledge, supporting a mismatch in at least one area. It does not establish that predicted suitable locations generally covered a greater spatial extent than confirmed spawning areas. (LLM, conf=0.79)
Experimental — accuracy not yet measured
- Findingown data
In the Balearic Islands region, larval occurrences decreased back to around 5% by the end of July.
“Larval occurrences then decreased back to around 5% by the end of July.”
Quote in the paperNot a substantial claim - Findingown data
During the 8-week period in the Balearic Islands region, mean surface temperatures at sampled stations increased from less than 21°C to greater than 27°C.
“During this 8 wk period, mean surface temperatures at sampled stations increased from less than 21°C to greater than 27°C.”
Quote in the paperSubstantial claim - Findingown data
Bluefin tuna larvae on both spawning grounds were most likely to be found in low chlorophyll areas.
“Results showed that larvae on both spawning grounds were most likely to be found in warm (23 to 28°C), low chlorophyll areas with moderate current velocities and favorable regional retention conditions.”
Quote in the paperSubstantial claim - Findingown data
Bluefin tuna larvae on both spawning grounds were most likely to be found in areas with moderate current velocities.
“Results showed that larvae on both spawning grounds were most likely to be found in warm (23 to 28°C), low chlorophyll areas with moderate current velocities and favorable regional retention conditions.”
Quote in the paperSubstantial claim - Findingown data
PCA analysis of environmental conditions at each sampled station in each region showed a general separation of water mass along the first principal component, PC1.
“PCA analysis of environmental conditions at each sampled station in each region showed a general separation of water mass along the first principal component, PC1 (Fig. 5).”
Quote in the paperNot a substantial claim - Findingown data
In the western Mediterranean Sea, cooler waters were associated with the south coast of France.
“Cooler waters were associated with the south coast of France.”
Quote in the paperNot a substantial claim - Findingown data
In the Gulf of Mexico, the strong influence of day of the year was apparent, with generally increasing probabilities of occurrence through time.
“In the GOM, the strong influence of day of the year was ap parent, with generally increasing probabilities of occurrence through time.”
Quote in the paperNot a substantial claim - Findingown data
In the Gulf of Mexico, bluefin tuna larvae were located in offshore waters outside of the Loop Current and warm eddies.
“In the Gulf of Mexico, larvae were located in offshore waters outside of the Loop Current and warm eddies, while in the western Mediterranean, larval occurrences were associated with the confluence of inflowing Atlantic waters and saltier resident surface waters.”
Quote in the paperSubstantial claim - Findingnone given
Ranges of surface chlorophyll were similar between the two study regions.
“Ranges of surface chlorophyll were similar.”
Quote in the paperNot a substantial claim - Findingown data
Bluefin tuna larvae on both spawning grounds were most likely to be found in warm waters of 23 to 28°C.
“Results showed that larvae on both spawning grounds were most likely to be found in warm (23 to 28°C), low chlorophyll areas with moderate current velocities and favorable regional retention conditions.”
Quote in the paperSubstantial claim - Findingreasoning
In the western Mediterranean Sea, salinities at the surface and at depth were lowest in the western portion of the study area, in association with inflow of Atlantic water.
“Salinities at the surface and at depth were lowest in the western portion of the study area, in association with inflow of Atlantic water.”
Quote in the paperNot a substantial claim - Findingown data
In the Gulf of Mexico, occurrences of bluefin tuna larvae increased from around 5% in mid April to 35% towards the end of May.
“Occurrences of larvae in the GOM increased from around 5% in mid April to 35% towards the end of May.”
Quote in the paperNot a substantial claim - Findingnone given
The range of temperatures at 200 m depth varied to a much greater degree in the Gulf of Mexico (~12°C) than in the Balearic Islands (~1°C).
“The range of temperatures at 200 m depth varied to a much greater degree in the GOM (~12°C) than in the BI (~1°C).”
Quote in the paperNot a substantial claim - Findingnone given
In the Gulf of Mexico at depth, both temperature and salinity were higher within the Loop Current and in the general position of large anticyclonic rings.
“At depth, both temperature and salinity were higher within the Loop Current and in the general position of large anticyclonic rings, which are periodically shed from the current.”
Quote in the paperNot a substantial claim - Findingown data
The relationship between larval occurrences and surface temperatures in the Gulf of Mexico was parabolic, with maximum probabilities of occurrence between 25 and 27°C.
“The relationship between larval occurrences and surface temperatures was parabolic, with maximum probabilities of occurrence between 25 and 27°C.”
Quote in the paperSubstantial claim - Findingown data
On a weekly basis, the proportion of sampled stations with more than zero bluefin tuna larvae increased with increasing surface temperatures within both study regions.
“On a weekly basis, the proportion of sampled stations with > 0 BFT larvae increased with increasing surface temperatures within both study regions (Fig. 4).”
Quote in the paperSubstantial claim - Findingown data
In the Balearic Islands region, the proportion of positive stations increased from about 5% in early-mid June to a peak of 20 to 25% by the first week of July.
“In the BI region, the proportion of positive stations increased from ~5% in early-mid June to a peak of 20 to 25% by the first week of July.”
Quote in the paperNot a substantial claim - Findingown data
In the Balearic Islands, day of the year was influential, with modeled and actual probabilities of occurrence increasing through to early July, before decreasing again.
“influential, with modeled and actual probabilities of occurrence increasing through to early July, before decreasing again.”
Quote in the paperNot a substantial claim - Findingown data
In the western Mediterranean Sea, surface current velocities were highest in the Alboran Sea and along the northern coast of Algeria.
“Surface current velocities were highest in the Alboran Sea, and along the northern coast of Algeria (Fig. 3).”
Quote in the paperNot a substantial claim - Findingnone given
In the Gulf of Mexico, surface current velocities were markedly higher in the area of influence of the Loop Current, from the western Caribbean Sea through to the eastern Gulf and Florida Straits.
“Surface current velocities were markedly higher in the area of influence of the Loop Current, from the western Caribbean Sea through to the eastern GOM and Florida Straits (Fig. 2).”
Quote in the paperNot a substantial claim - Findingown data
Probabilities of occurrence in the Gulf of Mexico peaked at surface temperatures 1 to 2°C higher than in the Balearic Islands.
“Results suggested that probabilities of occurrence in the GOM peaked at surface temperatures 1 to 2°C higher than in the BI.”
Quote in the paperSubstantial claim - Findingown data
In the western Mediterranean, bluefin tuna larval occurrences were associated with the confluence of inflowing Atlantic waters and saltier resident surface waters.
“In the Gulf of Mexico, larvae were located in offshore waters outside of the Loop Current and warm eddies, while in the western Mediterranean, larval occurrences were associated with the confluence of inflowing Atlantic waters and saltier resident surface waters.”
Quote in the paperSubstantial claim - Findingown data
In the western Mediterranean Sea during July, surface temperatures were warmest off the coasts of Spain and Algeria, and around the Balearic Islands.
“Surface temperatures during July in the western Mediterranean Sea were warmest off the coasts of Spain and Algeria, and around the BI (Fig. 3).”
Quote in the paperNot a substantial claim - Findingown data
In the Gulf of Mexico, the second most important predictor was PC1, which captured water mass characteristics such as temperature and salinity at depth.
“The second most important predictor in the GOM model was PC1, which captured water mass characteristics, such as temperature and salinity at depth.”
Quote in the paperSubstantial claim - Findingown data
In the Balearic Islands, apart from a small peak of larval occurrences in cool waters with high surface salinities, there was little interaction evident between predicted probabilities with surface temperature and surface salinity.
“However, apart from a small peak of larval occurrences in cool waters with high surface salinities, there was little interaction evident between predicted probabilities with surface temperature and surface salinity in the BI (Fig. 8).”
Quote in the paperNot a substantial claim - Findingnone given
Larvae were found within zones of low surface chlorophyll (>0.15 mg m-3) in both 2004 and 2005.
“Larvae were found within zones of low surface chlorophyll (> 0.15 mg m -3 ) in both 2004 and 2005.”
Quote in the paperNot a substantial claim - Findingown data
In the Balearic Islands, probabilities of larval occurrence against surface salinity and surface temperature highlighted a parabolic relationship between temperature and bluefin tuna larvae.
“Similar to the GOM, probabilities of larval occurrence against surface salinity and surface temperature in the BI highlighted a parabolic relationship between temperature and BFT larvae (Fig. 8).”
Quote in the paperSubstantial claim - Findingown data
When results of habitat models were applied to two example years in the Gulf of Mexico (1999 and 2006), most positive stations were placed into favorable habitat.
“When results of habitat models were applied to 2 example years in the GOM (1999 and 2006), most positive stations were placed into favorable habitat (Fig. 9).”
Quote in the paperSubstantial claim - Findingnone given
The Mediterranean Sea stays cooler during the summer, particularly in the Balearic Islands region.
“In contrast, the Mediterranean Sea stays cooler during the summer, particularly in the BI region.”
Quote in the paperSubstantial claim - Findingnone given
Contours of surface salinity showed the delineation between lower salinity Atlantic water in the south of the study area and higher salinity resident water in the north.
“Contours of surface salinity showed the delineation between lower salinity Atlantic water in the south of the study area and higher salinity resident water in the north.”
Quote in the paperNot a substantial claim - Findingown data
In both areas, BFT spawning tailed off at warmer temperatures.
“tail off at warmer temperatures”
Quote in the paperSubstantial claim - Findingown data
In the Balearic Islands, the second most important predictor was PC2, which described variability in surface temperature and date.
“The second most important predictor was PC2, which described the variability in surface temperature and date.”
Quote in the paperNot a substantial claim - Findingreasoning
In both 2004 and 2005, larvae were most abundant in moderate salinities (37.2 to 37.8), presumably close to water mass boundaries.
“In both years, larvae were most abundant in moderate salinities (37.2 to 37.8), presumably close to water mass boundaries.”
Quote in the paperNot a substantial claim - Findingown data
In the Balearic Islands, maximum probabilities of occurrence were found between about 24 and 27°C.
“Maximum probabilities of occurrence were found between ~24 and 27°C.”
Quote in the paperSubstantial claim - Findingown data
Two positive stations from 2006 were in less favorable habitat near the edges of the Loop Current and a warm eddy.
“Two positive stations from 2006 were in less favorable habitat near the edges of the Loop Current and a warm eddy.”
Quote in the paperNot a substantial claim - Findingown data
Within Loop Current water, larval occurrences were persistently low.
“Within Loop Current water larval occurrences were persistently low (Fig. 8).”
Quote in the paperSubstantial claim - Findingown data
In the Gulf of Mexico, the relationship between modeled probabilities of occurrence and surface temperature was weak, with high variability around the line of best fit.
“However, the relationship between modeled probabilities of occurrence and surface temperature shown in Fig. 6 was weak, with high variability around the line of best fit.”
Quote in the paperSubstantial claim - Findingown data
In both the Gulf of Mexico and western Mediterranean, BFT spawning appeared to commence when surface temperatures were in the low 20s (°C).
“Spawning in both areas appeared to commence when surface temperatures were in the low 20s (°C)”
Quote in the paperSubstantial claim - Findingown data
In both areas, BFT spawning peaked around the mid-20s (°C).
“peak around the mid-20s”
Quote in the paperSubstantial claim - Findingnone given
Surface chlorophyll values were at a minimum in the vicinity of the frontal zone.
“Interestingly, surface chlorophyll values were at a minimum in the vicinity of the frontal zone.”
Quote in the paperNot a substantial claim - Findingnone given
In the Gulf of Mexico, this corresponded to the offshore waters outside of high chlorophyll continental shelf zones and large energetic eddy features.
“In the GOM, this corresponded to the offshore waters outside of high chlorophyll continental shelf zones and large energetic eddy features.”
Quote in the paperSubstantial claim - Findingnone given
In the Balearic Islands, larvae were associated with moderate surface salinities around the frontal zone where less saline incoming Atlantic waters meet more saline resident waters.
“In the BI, larvae were associated with moderate surface salinities around the frontal zone where less saline incoming Atlantic waters meet more saline resident waters.”
Quote in the paperSubstantial claim - Findingnone given
In the Balearic Islands, the salinity front between Atlantic and Mediterranean waters appeared most favorable.
“In the BI, the salinity front between Atlantic and Mediterranean waters appeared most favorable.”
Quote in the paperNot a substantial claim - Findingcitation
Very small BFT larvae were found across the northern Gulf of Mexico.
“results showed that they were found across the northern GOM (Muhling et al. 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Muhling et al. 2012 source
- Findingnone given
Results from this study found that larval densities in the Gulf of Mexico were lower in anticyclonic eddies.
“Results from this study found that larval densities in the GOM were lower in anticyclonic eddies”
Quote in the paperSubstantial claim - Findingnone given
The Mediterranean Sea was much more saline than the Gulf of Mexico.
“Although the Mediterranean was much more saline than the GOM”
Quote in the paperNot a substantial claim - Findingown data
In both the Gulf of Mexico and Balearic Islands, larvae were not associated with strong, directional current flows.
“and in both the GOM and BI, larvae were not associated with strong, directional current flows.”
Quote in the paperSubstantial claim - Findingnone given
In the Balearic Islands, larvae were concentrated near a frontal zone with low surface chlorophyll and no strong directional current flow.
“In the BI, larvae were concentrated near a frontal zone with low surface chlorophyll and no strong directional current flow.”
Quote in the paperSubstantial claim - Findingnone given
Larval BFT were found in 1 to 2°C cooler waters around the Balearic Islands than in the Gulf of Mexico.
“Although larvae were found in 1 to 2°C cooler waters around the BI than in the GOM”
Quote in the paperNot a substantial claim - Findingreasoning
A direct comparison of environmental conditions on both Atlantic spawning grounds revealed several similarities between the Balearic Islands and Gulf of Mexico regions.
“A direct comparison of environmental conditions on both Atlantic spawning grounds revealed several similarities between the BI and GOM regions.”
Quote in the paperSubstantial claim- Rests on an assumption: Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
- Findingreasoning
Larval distributions on both spawning grounds showed relationships with salinity.
“larval distributions on both spawning grounds showed relationships with salinity.”
Quote in the paperSubstantial claim - Findingown data
In both the Gulf of Mexico and Balearic Islands, larval BFT were found in oligotrophic waters, even where higher productivity water masses were observed close by.
“In both areas, larvae were found in oligotrophic waters, even where higher productivity water masses were observed close by.”
Quote in the paperSubstantial claim- Rests on an assumption: Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
- Findingreasoning
The relationship between larval BFT and oligotrophic waters was stronger in the Balearic Islands than in the Gulf of Mexico.
“This relationship was stronger in the BI than in the GOM”
Quote in the paperSubstantial claim - Interpretationreasoning
Balearic Islands stations with positive PC1 values were probably associated with inflowing Atlantic water.
“These stations were probably associated with inflowing At lan tic water.”
Quote in the paperNot a substantial claim - Premisecitation
All adult fish from the eastern bluefin tuna stock are presumed to spawn in the Mediterranean Sea during the summer.
“All adult fish from the eastern stock are presumed to spawn in the Mediterranean Sea during the summer (Oray & Karakulak 2005, Rooker et al. 2008, Alemany et al. 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationreasoning
Environmental conditions on bluefin tuna spawning grounds are beneficial for larval survival.
“This implies that environmental conditions on spawning grounds are beneficial for larval survival.”
Quote in the paperSubstantial claim - Premisecitation
The western bluefin tuna stock spawns in the Gulf of Mexico during the spring.
“The western stock generally feeds in the Northwest Atlantic, and spawns in the Gulf of Mexico (GOM) during the spring (Stokesbury et al. 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Stokesbury et al. 2004 source
- Interpretationreasoning
Gulf of Mexico stations with negative PC1 values were probably associated with the Loop Current or warm rings of Loop Current origin.
“These stations were probably associated with the Loop Current or warm rings of Loop Current origin.”
Quote in the paperNot a substantial claim - Study design and conductcitation
Recent experiments using a gear more comparable to the technique used in the Balearic Islands show the validity of considering a station positive if either gear caught bluefin tuna larvae.
“Recent experiments using a gear more comparable to the technique used in the BI show the validity of this methodology (Muhling et al. 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Muhling et al. 2012 source
- Study design and conductnone given
Net tows in the Gulf of Mexico were much deeper than in the Balearic Islands (200 vs. 70 m depth).
“Net tows in the GOM were much deeper than in the BI (200 vs. 70 m depth).”
Quote in the paperSubstantial claim - Interpretationnone given
By the end of the spawning season, after approximately 6 to 8 weeks, surface temperatures approach physiologically stressful values for adult BFT.
“By the end of the spawning season, after approximately 6 to 8 wk, surface temperatures approach physiologically stressful values for adult BFT.”
Quote in the paperNot a substantial claim - Interpretationcitation
BFT spawn in warm, oligotrophic, offshore areas within the Gulf of Mexico and western Mediterranean Sea.
“Results from this study generally agreed well with previous published research, suggesting that BFT spawn in warm, oligotrophic, offshore areas within the GOM and western Mediterranean Sea (Block et al. 2005, Teo et al. 2007, Alemany et al. 2010, Muhling et al. 2010, 2012, Reglero et al. 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked- Rests on an assumption: Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
- Interpretationreasoning
Adult BFT's ability to avoid very warm waters in late spring and summer is limited.
“their ability to avoid very warm waters in late spring and summer is limited.”
Quote in the paperSubstantial claim - Interpretationown data
The relationship between larval occurrences and surface temperatures in the Gulf of Mexico was dependent on the water mass sampled, being observed only outside of Loop Current water.
“The relationship between larval occurrences and surface tempe ratures was thus dependent on the water mass sampled, in that the relationship between surface temperature and larval occurrences was observed only outside of Loop Current water.”
Quote in the paperSubstantial claim - Premisecitation
Adult BFT show relatively shallow diving behavior in the Gulf of Mexico.
“As adult BFT show relatively shallow diving behavior in the GOM (Teo et al. 2007)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Teo et al. 2007 source
- Premisecitation
Adult BFT presumably leave their spawning areas and migrate back to cooler feeding grounds in the North Atlantic.
“At this time, adults presumably leave their spawning areas and migrate back to cooler feeding grounds in the North Atlantic (Block et al. 2005).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Block et al. 2005 source
- Interpretationreasoning
Adult BFT have modified their spawning strategies to best exploit local conditions.
“it would seem that adult BFT have modified their spawning strategies to best exploit local conditions.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Allocation of spawning to finer-scale oceanographic features is not possible at this stage.
“Allocation of spawning to finerscale oceanographic features is therefore not possible at this stage”
Quote in the paperSubstantial claim - Interpretationreasoning
Temperature is likely an important physiological control in the initiation of BFT spawning.
“it appears likely that temperature is an important physiological control in the initiation of spawning.”
Quote in the paperSubstantial claim - Interpretationcitation
Entrainment in the Loop Current would result in the rapid northwards transport of larvae in the Gulf Stream, away from assumed nursery areas in the Gulf of Mexico.
“entrainment in the Loop Current (for example) would result in the rapid northwards transport of larvae in the Gulf Stream, away from assumed nursery areas in the GOM (Brothers et al. 1983).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Brothers et al. 1983
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisenone given
Loop Current eddies were best identified by elevated salinity and temperature at depth.
“which were best identified by elevated salinity and temperature at depth.”
Quote in the paperNot a substantial claim - Study design and conductcitation
Adoption of a new, shallower sampling gear in the Gulf of Mexico in 2010 allowed improved assessment of the distribution of very small BFT larvae.
“However, adoption of a new, shallower sampling gear in the GOM in 2010 allowed improved assessment of the distribution of very small BFT larvae”
Quote in the paperNot a substantial claim - Interpretationreasoning
The spatially and temporally restricted nature of spawning grounds and larval occurrences suggest that other biophysical factors are also important.
“the spatially and temporally restricted nature of spawning grounds and larval occurrences suggest that other biophysical factors are also important.”
Quote in the paperSubstantial claim - Interpretationreasoning
Salinity relationships were proxies for water mass.
“These were shown to be proxies for water mass”
Quote in the paperSubstantial claim - Interpretationreasoning
Moderately warm water temperatures appear to be required for BFT spawning.
“While moderately warm water temperatures appear to be required for spawning”
Quote in the paperSubstantial claim - Study design and conductreasoning
The habitat models described in this study are affected by several lags in time and space, as a result of temporal averaging and spatial interpolation of predictor variables, larval ages and larval patchiness.
“The habitat models described in this study are affected by several lags in time and space, as a result of temporal averaging and spatial interpolation of predictor variables, larval ages and larval patchiness.”
Quote in the paperSubstantial claim - Premisecitation
Larvae have been collected in other locations besides the Gulf of Mexico and Balearic Islands.
“Although this study concentrated on 2 well-known major spawning grounds for BFT, larvae have been collected in other locations.”
Quote in the paperNot a substantial claim - Interpretationown data
Warm anticyclones may be much less beneficial than cooler cyclonic features for pelagic larvae.
“warm anticyclones may be much less beneficial than cooler cyclonic features.”
Quote in the paperSubstantial claim - Premisecitation
In the western Atlantic, at least some spawning activity appears to take place in the southern Gulf of Mexico and far west Caribbean Sea.
“In the western Atlantic, at least some spawning activity appears to take place in the southern GOM and far west Caribbean Sea, although only very small numbers of larvae have been collected to date (Olvera-Limas et al. 1988, Muhling et al. 2011, National Oceanic andAtmospheric Administration National Marine Fisheries Service unpubl. data).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Olvera-Limas et al. 1988
- cites Muhling et al. 2011 source
- Study design and conductnone given
The scales of sampling are likely to be much coarser than scales of larval patchiness.
“In addition, the scales of sampling are also likely to be much coarser than scales of larval patchiness.”
Quote in the paperSubstantial claim - Interpretationreasoning
Observed relationships with salinity and with temperatures at depth were useful in defining water masses targeted for spawning.
“Despite regional differences in water properties, observed relationships with salinity and with temperatures at depth were useful in defining water masses targeted for spawning.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 26
- May combine two claims. 43
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAtlantic bluefin tuna migrate long distances between cold-water foraging areas and warm, oligotrophic spawning areas.
“Atlantic bluefin tuna Thunnus thynnus (BFT) is a highly migratory species that travels long distances between cold-water foraging areas and warm, oligotrophic spawning areas (Block et al. 2005, Rooker et al. 2007, Galuardi et al. 2010).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Block et al. 2005 source
- cites Rooker et al. 2007 source
The indexed passage (section and page unavailable) describes Atlantic bluefin tuna as highly migratory and says they use temperate feeding grounds after reproduction before migrating to northern latitudes. It does not establish that they travel long distances specifically between cold-water foraging areas and warm, oligotrophic spawning areas; a search for “oligotrophic” found no matching passage. (LLM, conf=0.72)
Experimental — accuracy not yet measured - cites Galuardi et al. 2010 source
May combine two claims.
PremisecitationIn the Gulf of Mexico, surface temperatures during summer months reach 29 to 31°C, with no cooler waters nearby.
“where surface temperatures during summer months reach 29 to 31°C, with no cooler waters nearby (Muller-Karger et al. 1991).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Muller-Karger et al. 1991 source
The sea-surface-temperature discussion (page not available in our copy) reports that the eastern and western Gulf subregions had similar temperatures above 29°C from July through September. It does not establish that temperatures reached 31°C or that there were no cooler waters nearby beyond those two subregions. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAdult BFT in captivity have been observed to spawn once water temperatures reach ~22°C.
“Adult BFT in captivity have also been observed to spawn once water temperatures reach ~22°C (Sawada et al. 2005).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Sawada et al. 2005 source
May combine two claims.
PremisecitationThe complex mesoscale eddy fields in the western Mediterranean, resulting from inflowing Atlantic waters, contrast with the periodic shedding of large, warm anticyclonic eddies in the Gulf of Mexico.
“The complex mesoscale eddy fields in the western Medi terranean, resulting from inflowing Atlantic waters, contrast with the periodic shedding of large, warm anticyclonic eddies in the GOM (Millot, 1999, Lindo-Atichati et al. 2012)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Millot, 1999 source
- cites Lindo-Atichati et al. 2012 source
The Introduction reports that the Gulf of Mexico’s Loop Current sheds large anticyclonic rings, with an average of 9.5 months between shedding events. Our copy does not describe those rings as warm. The western Mediterranean portion of the sentence is separately cited to Millot (1999), not this paper. (LLM, conf=0.83)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationFew studies exist on the effects of temperature on larval tuna growth, with some studies finding no association and others a positive association.
“Few studies exist on the effects of temperature on larval tuna growth, with some studies finding no association (Jenkins et al. 1991, Tanaka et al. 2006) and others a positive association (Reglero et al. 2011, Garcia et al. 2013).”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites Jenkins et al. 1991 source
- cites Tanaka et al. 2006 source
The Larval growth history and growth rate section says growth histories were not found to be affected by mean water temperature at sampling stations, supporting Tanaka et al. as an example of a study finding no general association. But it also reports a significant difference at Day 7, and the Growth of larval bluefin tuna in the field section cautions that station temperatures may not reflect the temperatures larvae experienced. An unqualified finding of no association between experienced temperature and growth therefore overstates the study. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites Reglero et al. 2011 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLarval BFT appear likely to feed on copepods, copepod nauplii, cladocerans and appendicularians at preflexion stages, before becoming more piscivorous postflexion.
“Studies concerning the diets of larval BFT are rare, but they appear likely to feed on copepods, copepod nauplii, cladocerans and appendicularians at preflexion stages, before becoming more piscivorous postflexion (Uotani et al. 1990, Llopiz et al. 2010, Catalán et al. 2011, Reglero et al. 2011).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Uotani et al. 1990 source
The paper’s Abstract reports that smaller bluefin tuna larvae feed mainly on copepod nauplii. It says larvae larger than 5 mm feed mainly on larger copepods, especially Corycaeus, rather than documenting a shift to fish prey. The passages do not establish preflexion feeding on cladocerans or appendicularians. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Llopiz et al. 2010 source
- cites Catalán et al. 2011 source
May combine two claims.
Findingown dataDuring the sampled time period, surface temperatures from CTD casts at sampled stations in the Gulf of Mexico increased from a mean of about 24.5°C to 27°C, with high variability around these means.
“During the sampled time period, surface temperatures from CTD casts at sampled stations increased from a mean of ~24.5°C to 27°C, although variability around these means was high.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the Balearic Islands, PC1 was the most influential predictor, implying that water mass was the most important consideration when predicting larval occurrences.
“In the BI, PC1 was the most influential predictor, implying that water mass was the most important consideration when predicting larval occurrences.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSpawning in the Balearic Islands region tended to begin at cooler temperatures than in the Gulf of Mexico, but the rate of temperature increase through the sampling period was higher.
“Spawning in the BI region thus tended to begin at cooler temperatures than in the GOM, but the rate of temperature increase through the sampling period was higher (Fig. 4).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPredicted and actual probabilities of larval occurrence decreased with increasing salinity and temperature at depth, suggesting lower occurrences within Loop Current waters.
“Predicted and actual probabilities of larval occurrence de crea sed with increasing salinity and temperature at depth, suggesting lower occurrences within Loop Current waters.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenIn the Gulf of Mexico, surface chlorophyll was highest on the continental shelf and lowest within the Loop Current region.
“Surface chlorophyll was highest on the continental shelf, and lowest within the Loop Current region.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the Gulf of Mexico, PC2 was the most important variable, suggesting a strong influence of date and surface temperature.
“In the GOM, PC2 was the most important variable, suggesting a strong influence of date and surface temperature.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the Balearic Islands, along PC2, stations with positive values were sampled later in the year and showed higher surface temperatures along with lower surface chlorophyll.
“Along PC2, stations with positive values were sampled later in the year, and showed higher surface temperatures along with lower surface chlorophyll (Fig. 5).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn both regions, 6 principal component axes encompassed more than 90% of the sample variability, and the first 6 axes from each PCA analysis were input to neural network models.
“In both regions, 6 principal component axes en compassed more than 90% of the sample variability, and so the first 6 axes from each PCA analysis were input to neural network models (Table 3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the Balearic Islands, larvae were most likely to be collected at stations with low surface chlorophyll (<~0.2 mg m-3) and where surface temperatures were between 24 and 26°C.
“Larvae were also most likely to be collected at stations with low surface chlorophyll (<~0.2 mg m -3 ), and where surface temperatures were between 24 and 26°C (Fig. 7).”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe Gulf of Mexico during May was typically cooler in surface waters on the continental shelf than offshore, and warmer within the main body of the Loop Current.
“The GOM during May was typically cooler in surface waters on the continental shelf than offshore, and warmer within the main body of the Loop Cur-rent (Fig. 2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAlthough probabilities of occurrence in the Balearic Islands were proportionally greater at low chlorophyll values (<~0.2 mg m-3), there was no strong relationship in the Gulf of Mexico.
“However, although probabilities of occurrence in the BI were proportionally greater at low chlorophyll values (<~0.2 mg m -3 ), there was no strong relationship in the GOM.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSalinities at the surface and at depth barely overlapped between the two study areas, with the Balearic Islands much more saline than the Gulf of Mexico (>36.4 vs. 34-37).
“In contrast, salinities at the surface and at depth barely overlapped between the 2 study areas, with the BI much more saline than the GOM (> 36.4 vs. 34-37).”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenIn the western Mediterranean Sea, surface chlorophyll was generally low, with higher values near the south coast of France.
“Similar to the GOM, surface chlorophyll was generally low, with higher values near the south coast of France.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the Gulf of Mexico, stations with negative values along PC1 had higher temperatures at 100 and 200 m depth, higher salinity at 200 m, higher geostrophic velocities and low surface chlorophyll.
“In the GOM, stations with negative values along PC1 had higher temperatures at 100 and 200 m depth, higher salinity at 200 m, higher geostrophic velocities and low surface chlorophyll.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the Balearic Islands, stations with positive values along PC1 had higher temperatures at depth and lower salinities throughout the water column.
“In the BI, stations with positive values along PC1 had higher temperatures at depth, and lower salinities through out the water column.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenIn the western Mediterranean Sea, temperature at depth was spatially variable, with maximum values off the northern African coast.
“Temperature at depth was spatially variable, with maximum values off the northern African coast.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the Balearic Islands region, current velocities were generally much lower than in the Alboran Sea and also lower than in the Loop Current area of influence in the Gulf of Mexico.
“Mode rate mean currents were also observed north of the BI, however, in general, velocities in the BI region were much lower than in the Alboran Sea, and also lower than in the Loop Current area of influence in the GOM.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningIn the Gulf of Mexico, surface salinities on the shelf were lower than in the open Gulf, in association with riverine outflow.
“Surface salinities on the shelf were lower than in the open GOM, in association with riverine outflow.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataBluefin tuna larvae were generally collected outside of the Loop Current (indicated by temperatures at depth <22°C and geostrophic velocities <~0.25 m s-1) in 1999, and outside of the Loop Current and an associated eddy in 2006.
“BFT larvae were generally collected outside of the Loop Current (indicated by temperatures at depth < 22°C and geostrophic velocities <~0.25 m s -1 ) in 1999, and outside of the Loop Current and an associated eddy in 2006.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenIn 2005, larval habitat was more favorable in the western portion of the study area, and larval distributions were shifted accordingly.
“Conversely, in 2005, larval habitat was more favorable in the western portion of the study area, and larval distributions were shifted accordingly.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataProbabilities of larval occurrence in the Gulf of Mexico showed a parabolic relationship with surface temperature, peaking between 25 and 28°C, but this relationship was only present where temperature at depth was less than around 22°C (outside the Loop Current).
“Probabilities of larval occurrence showed a parabolic relationship with surface temperature, peaking at between 25 and 28°C, however this relationship was only present where temperature at depth was less than around 22°C (i.e.outside the Loop Current).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the Balearic Islands neural network model, PC1 was the most important predictor, generally separating stations located in different water masses as indicated by surface salinity and temperature and salinity at depth.
“The most important predictor in the BI neural network model was PC1.This axis generally separated stations located in different water masses, as indicated by surface salinity and temperature and salinity at depth.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenIn 2004, the most favorable habitat was to the east of the study area, and most positive stations were found in this area.
“In 2004, the most favorable habitat was to the east of the study area, and most positive stations were found in this area.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOceanographic conditions around the Balearic Islands were more complex; however, the habitat model still successfully placed most positive stations into favorable habitat.
“Oceanographic conditions around the BI were more complex; however, the habitat model still successfully placed most positive stations into favorable habitat (Fig. 10).”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenIn both the Gulf of Mexico and Balearic Islands, migrating adult BFT appeared to move past areas of very high current velocity, in the Loop Current and Alboran Sea respectively, and concentrate spawning in regions of moderate current flow (< 0.3 m s -1 ).
“In both the GOM and BI, migrating adult BFT appeared to move past areas of very high current velocity, in the Loop Current and Alboran Sea respectively, and concentrate spawning in regions of moderate current flow (< 0.3 m s -1 ).”
Quote in the paperSubstantial claim- Rests on an assumption: Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
May combine two claims.
Findingnone givenBFT larvae in both the Gulf of Mexico and Balearic Islands were most likely to be collected in regions of moderate mesoscale oceanographic activity and eddy generation, but not in areas of strong, directional flow.
“BFT larvae in both the GOM and BI were most likely to be collected in regions of moderate mesoscale oceanographic activity and eddy generation, but not in areas of strong, directional flow.”
Quote in the paperSubstantial claim- Rests on an assumption: Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
May combine two claims.
FindingreasoningOverall, this comparative study suggested several strong similarities between BFT spawning grounds in the Gulf of Mexico and Balearic Islands, including a preference for low chlorophyll (< 0.2 mg m -3 ), warm waters (24 to 27°C) with moderate current flows (< 0.3 m s -1 ) and high oceanographic complexity.
“Overall, this comparative study of environmental conditions on BFT spawning grounds in the GOM and BI suggested several strong similarities, in cluding a preference for low chlorophyll (< 0.2 mg m -3 ), warm waters (24 to 27°C) with moderate current flows (< 0.3 m s -1 ) and high oceanographic complexity.”
Quote in the paperSubstantial claim- Rests on an assumption: Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
May combine two claims.
PremisecitationSpawning seasons in both the Gulf of Mexico and western Mediterranean appeared likely to extend for around 6 to 8 weeks and were closely tied with sea temperatures.
“Spawning seasons in both regions appeared likely to extend for around 6 to 8 wk, and were closely tied with sea temperatures (Muhling et al. 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Muhling et al. 2010 source
Classified as probably not a substantial claim.
PremisecitationTemperature is an important physiological control of many biological processes, including spawning.
“Temperature is an important physiological control of many biological processes, including spawning (e.g.Masuma et al. 2006), and so temperatures at 3 discrete depths (0, 100 and 200 m) were included.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Masuma et al. 2006
May combine two claims.
Study design and conductown dataCorrelations between chlorophyll values from the two sensors were strong in both the Gulf of Mexico (Pearson's r = 0.8) and the Balearic Islands (Pearson's r = 0.86).
“Correlations between values from the 2 sensors were strong in both the GOM (Pearson's r = 0.8), and the BI (Pearson's r = 0.86).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe identifications of all scombrid larvae were confirmed at the Southeast Fisheries Science Center in Miami, Florida.
“The identifications of all scombrid larvae were confirmed at the Southeast Fisheries Science Center in Miami, Florida.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThese types of neural networks are popular in ecology because they can approximate any continuous function.
“These types of neural networks are popular in ecology because they can approximate any continuous function (Olden et al. 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Olden et al. 2008 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMore neurons in the hidden layer tend to improve model fit, but too many can lead to overfitting, so internal model validation is required.
“The hidden layer contains a variable number of neurons: more neurons tend to improve model fit, however too many can lead to overfitting, thus internal model validation is required (Olden et al. 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Olden et al. 2008 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationArtificial neural networks generally perform well for addressing questions related to species distribution modeling.
“They generally perform well for addressing questions related to species distribution modeling (Segurado & Araujo 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Segurado & Araujo 2004 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationOverfitting was prevented by holding back 20% of training data rows as the model fit was being performed and continually evaluating model fit against the hold-out dataset.
“In this study, overfitting was prevented by holding back 20% of training data rows as the model fit was being performed and continually evaluating model fit against the hold-out dataset (Sherrod 2003).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sherrod 2003
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHigh collinearity among input variables can result in model non-convergence, inconsistent results and degraded model performance.
“This can result in model non-convergence, inconsistent results and degraded model performance (Walczak & Cerpa 1999, Neumann 2002).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationSpawning peaks around the second half of May in the Gulf of Mexico and in early July in the Balearic Islands region.
“Spawning peaks around the second half of May in the GOM (Muhling et al. 2010) and in early July in the BI region, so these months were chosen for climatological analyses.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Muhling et al. 2010 source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationResidence time on spawning grounds is likely to be variable, with adult fish arriving and leaving throughout the spawning season.
“Although our study did not examine residence time on spawning grounds, this is likely to be variable, with adult fish arriving and leaving throughout the spawning season (Farley & Davis 1998, Block et al. 2001, Galuardi et al. 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationv-fold cross validation was used for model testing and validation.
“Logistic functions were used for hidden-and output-layer activation (Sherrod 2003), and v-fold cross validation was used for model testing and validation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sherrod 2003
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductreasoningBecause bluefin tuna larval abundances were often low and variable, and the sampling gears between regions were not directly comparable, models were constructed to predict the presence or absence of bluefin tuna larvae rather than abundance.
“As BFT larval abundances were often low and variable, and the sampling gears between regions were not directly comparable, models were constructed to predict the presence or absence of BFT larvae, rather than abundance.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductcitationMisclassification costs were adjusted iteratively and set at the lowest possible value at which model sensitivity remained above 80%.
“This parameter was adjusted in an iterative fashion, and set at the lowest possible value at which model sensitivity remained above 80% (Muhling et al. 2010).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Muhling et al. 2010 source
May combine two claims.
Study design and conductcitationLarval bluefin tuna are usually most abundant in the upper 10 to 20 m of the water column, so the Gulf of Mexico surveys probably underestimated the presence of bluefin tuna larvae substantially.
“Larval BFT are usually most abundant in the upper 10 to 20 m of the water column (Muhling et al. 2012), so the GOM surveys probably underestimated the presence of BFT larvae substantially.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Muhling et al. 2012 source
May combine two claims.
Study design and conductnone givenHYCOM performed quite well in replicating observed temperature and salinity fields in both regions, and surface current fields in the Gulf of Mexico, but was less successful for estimating surface currents in the Balearic Islands region.
“Although HYCOM performed quite well in replicating observed temperature and salinity fields in both regions, and surface current fields in the GOM, it was less successful for estimating surface currents in the BI region.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductcitationTo compensate for potential differences in catchability between regions and general expected inefficiencies in sampling rare larvae due to gear avoidance, misclassification costs were assigned to each model from each region.
“To compensate for this potential difference in catchability between regions, and general expected inefficiencies in sampling of rare larvae due to gear avoidance, misclassification costs were assigned to each model from each region (Sherrod 2003).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sherrod 2003
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
The quote only partly states this claim.
Study design and conductreasoningThe coarse nature of the Southeast Area Monitoring and Assessment Program sampling grid has not allowed thorough investigation of whether spawning in the Gulf of Mexico is associated with finer-scale fronts, eddies or other oceanographic features.
“the coarse nature of the Southeast Area Monitoring and Assessment Program sampling grid has not allowed thorough investigation of this.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn the eastern Atlantic, BFT larvae have been collected in the far eastern Mediterranean Sea near Cyprus during June and in the central Mediterranean during July.
“In the eastern Atlantic, BFT larvae have been collected in the far eastern Mediterranean Sea near Cyprus during June (Oray & Kurakulak 2005) and in the central Mediterranean during July (Tsuji et al. 1997, Koched et al. 2012).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Oray & Kurakulak 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Tsuji et al. 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Koched et al. 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationParts of the western Caribbean are warm to a greater depth than the northern Gulf of Mexico, which may inhibit the ability of adult fish to thermoregulate by diving.
“Parts of the western Caribbean are also warm to a greater depth than the northern GOM (Gordon 1967), which may inhibit the ability of adult fish to thermoregulate by diving.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gordon 1967 source
May combine two claims.
Interpretationnone givenLarvae collected are probably several days to more than a week old, implying considerable drift since spawning.
“Larvae collected are probably several days to more than a week old, implying considerable drift since spawning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLarval BFT on both sides of the Atlantic appear to grow at around 0.3 to 0.4 mm per day during early life.
“Larval BFT on both sides of the Atlantic appear to grow at around 0.3 to 0.4 mm per day during early life (Scott et al. 1993, Garcia et al. 2013)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Scott et al. 1993
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Garcia et al. 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenThe strongest fronts in the Gulf of Mexico are associated with the Loop Current.
“The strongest fronts in the GOM are associated with the Loop Current”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationWithin the Mediterranean Sea, spawning takes place earlier in the eastern basin, where waters warm to suitable temperatures earlier in the year.
“Within the Mediterranean Sea, spawning takes place earlier in the eastern basin, where waters warm to suitable temperatures earlier in the year (Oray & Karakulak 2005).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Oray & Karakulak 2005 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLarvae in high-density patches may grow more slowly due to density-dependent competition for prey.
“However, larvae in high-density patches may grow more slowly due to densitydependent competition for prey (Jenkins et al. 1991).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Jenkins et al. 1991 source
May combine two claims.
PremisecitationIn the Gulf of Mexico, lowest regional chlorophyll is usually within the Loop Current, which adult BFT avoid.
“where lowest regional chlorophyll is usually within the Loop Current, which adult BFT avoid (Teo et al. 2007).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Teo et al. 2007 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn the Atlantic, Pacific and Indian oceans, temperature has been found to be a driving force behind spawning activity.
“In the Atlantic, Pacific and Indian oceans, temperature has been found to be a driving force behind spawning activity (Yukinawa 1987, Miyashita et al. 2000, Medina et al. 2005”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Yukinawa 1987
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Miyashita et al. 2000 source
- cites Medina et al. 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEgg hatching and larval development are influenced by temperature, with around 25°C suggested to be optimal.
“Egg hatching and larval development are also influenced by temperature, with around 25°C suggested to be optimal (Miyashita et al. 2000).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Miyashita et al. 2000 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLarval BFT growth may accelerate with the onset of piscivory.
“with a possible acceleration of growth associated with the onset of piscivory (Kaji et al. 1996, Tanaka et al. 2012).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Kaji et al. 1996 source
- cites Tanaka et al. 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenTagged fish have not been reported to travel south of Cuba on their way to the Gulf of Mexico.
“although tagged fish have not been reported to travel south of Cuba on their way to the GOM.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTagged adult BFT have been shown to migrate from the open Atlantic into the Mediterranean as far as Sicily.
“Tagged adult BFT have been shown to migrate from the open Atlantic into the Mediterranean as far as Sicily (Block et al. 2005)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Block et al. 2005 source
May combine two claims.
InterpretationcitationEither additional environmental variables are important in determining actual spawning locations or additional unconfirmed spawning areas exist.
“This suggests that either additional environmental variables are important in determining actual spawning locations or that additional unconfirmed spawning areas exist.”
Quote in the paperSubstantial claim
The paper relies on this without support.
A direct comparison of conditions on the two spawning grounds using the same environmental variables and the same methods is lacking.
“However, a direct comparison of conditions on the 2 spawning grounds, using the same environmental variables and the same methods, is lacking.”
The paper relies on this without support.
The reasons why adult bluefin tuna expend large energy reserves to migrate to physiologically stressful spawning locations remain unclear.
“The reasons why adult BFT expend large energy reserves to migrate to spawning locations that they find physio logically stressful remain unclear.”
The paper relies on this without support.
Larval BFT collections are a reliable proxy for spawning locations and habitat despite larval drift and age.
“Larvae collected are probably several days to more than a week old, implying considerable drift since spawning.”
The paper relies on this without support.
Environmental variables derived from ocean models and remote sensing accurately represent conditions experienced by larval BFT.
“Temperature and salinity at the surface and at 100 m depth were derived from the HYbrid Coordinate Ocean Model (HY-COM) + Navy Coupled Ocean Data Assimilation (NCODA) Global 1/12 Degree Analysis (GLBa0.08),2003 to 2012.”
The paper relies on this without support.
The Gulf of Mexico and Balearic Islands are major spawning grounds for Atlantic bluefin tuna.
“Although this study concentrated on 2 well-known major spawning grounds for BFT”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
For bluefin tuna in the North Atlantic, spawning is limited to the Gulf of Mexico and Mediterranean Sea.
“For bluefin tuna in the North Atlantic, tuna spawning is limited to the Gulf of Mexico and Mediterranean Sea (Muhling et al., 2013).”
From Evolutionary and ecological constraints of fish spawning habitats (2015) · cites this paper as Muhling et al., 2013
The Discussion identifies the Gulf of Mexico and Mediterranean Sea as two major spawning grounds, but says larvae have also been collected elsewhere. It specifically reports evidence of some spawning activity in the far western Caribbean Sea, contrary to the claim that spawning is limited to those two areas. Page numbers are not provided in our copy. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredTuna species show a preference for mesoscale structures with moderate activity to spawn, but avoid high EKE.
“In general, tuna species show a preference for mesoscale structures, with moderate activity to spawn, but avoid high EKE (Teo et al. 2007, Reglero et al. 2012, Muhling et al. 2013); one factor involved could be the opportunity to disperse during the larval stage.”
From Worldwide distributions of tuna larvae: revisiting hypotheses on environmental requirements for spawning habitats (2014) · cites this paper as Muhling et al. 2013
The Discussion (page unavailable) reports that Atlantic bluefin tuna larvae in both study areas were most likely to occur in regions of moderate mesoscale activity, not strong directional flow; it also infers that adults concentrated spawning in moderate currents away from large energetic eddies. The paper does not establish this preference for tuna species generally or specifically measure avoidance of high eddy kinetic energy (EKE). (LLM, conf=0.86)
Experimental — accuracy not yet measuredA preference for similar ranges of EKE has been reported for adult breeding Atlantic bluefin tuna distributions in the Gulf of Mexico, and mesoscale activity is commonly found in areas with larvae.
“A preference for similar ranges of EKE has been re ported for adult breeding Atlantic bluefin tuna distributions in the Gulf of Mexico (Teo et al. 2007), and mesoscale activity is commonly found in areas with larvae (Muhling et al. 2013).”
From Worldwide distributions of tuna larvae: revisiting hypotheses on environmental requirements for spawning habitats (2014) · cites this paper as Muhling et al. 2013
Two spawning locations for North Atlantic bluefin tuna are in the Mediterranean Sea and the Gulf of Mexico.
“Mediterranean Sea and in the Gulf of Mexico (Muhling et al., 2013).”
From Evolutionary and ecological constraints of fish spawning habitats (2015) · cites this paper as Muhling et al., 2013
Across basins, there is a striking similarity of the environmental requirements for spawning.
“but across basins there is a striking similarity of the environmental requirements for spawning Muhling et al., 2013)”
From Evolutionary and ecological constraints of fish spawning habitats (2015) · cites this paper as Muhling et al., 2013
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Balearic Islands figure cites the Gulf of Mexico results
MinorFigure 10 says its Balearic Islands variables were highlighted as influential in Figure 6, but Figure 6 presents the Gulf of Mexico model. The Balearic Islands scatterplots are in Figure 7.
“Fig. 10.Kriged predicted probabilities from neural network models of larval bluefin tuna occurrence for the 2004 and 2005 cruises in the Balearic Islands (top).All sampled stations, and larval bluefin tuna catch locations are indicated.Two environmental variables highlighted as influential in Fig. 6 are also shown: surface chlorophyll in mg m -3 (middle), and surface salinity (bottom), overlaid with larval catch locations”
“Fig.6.Scatterplots of environmental variables and predicted probabilities of occurrence from the neural network model for the Gulf of Mexico.”
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Cannibalism among size classes of larvae may be a substantial mortality component in tuna
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Research works printed but not linked: 1
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Sorted by citations
Evolutionary and ecological constraints of fish spawning habitats
Ciannelli, L., Bailey, K., & Olsen, E. M. (2015) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsu145 · Cited by 127 · see citing works
Self-citationReglero, P., Tittensor, D., Álvarez-Berastegui, D., Aparicio-González, A., & Worm, B. (2014) · Marine Ecology Progress Series · doi:10.3354/meps10666 · Cited by 106 · see citing works
Self-citationReproduction and larval biology in tunas, and the importance of restricted area spawning grounds
Muhling, B. A., Lamkin, J. T., Alemany, F., García, A., Farley, J., Ingram, G. W., Berastegui, D. A., Reglero, P., & Carrion, R. L. (2017) · Reviews in Fish Biology and Fisheries · doi:10.1007/s11160-017-9471-4 · Cited by 82 · see citing works
“…however, generally associated with times and areas of locally low surface chlorophyll; larvae are often found in oligotrophic conditions even when more productive water masses are available nearby (Alvarez-Berastegui et al. 2016; Garcı́a et al. 2013b; Koched et al. 2013; Muhling et al. 2010, 2013).”
BackgroundInfluentialSelf-citationAtlantic bluefin tuna spawn at suboptimal temperatures for their offspring
Reglero, P., Ortega, A., Balbín, R., Abascal, F. J., Medina, A., Blanco, E., de-la-Gándara, F., Álvarez‐Berastegui, D., Hidalgo, M., Rasmuson, L. K., et al. (2018) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2017.1405 · Cited by 67 · see citing works
Self-citationMuhling, B., Liu, Y.-Y., Lee, S.-K., Lamkin, J., Roffer, M., Muller-Karger, F., & Walter, J. F. (2015) · Journal of Marine Systems · doi:10.1016/j.jmarsys.2015.01.010 · Cited by 57 · see citing works
“BFT is the most extreme example, with the western population spawning only in the GoM and immediate surrounds from April to June (Knapp et al., 2014; Muhling et al., 2013).”
BackgroundSelf-citationDomingues, R. M., Goni, G. J., Bringas, F. G., Muhling, B. A., Lindo‐Atichati, D., & Walter, J. F. (2016) · Fisheries Oceanography · doi:10.1111/fog.12152 · Cited by 48 · see citing works
“1a) sampled from mid-April to late-May of each year, which includes most of the time-frame during which spawning activity is observed in the GOM (Muhling et al., 2010, 2013).”
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Population connectivity of pelagic megafauna in the Cuba-Mexico-United States triangle
Rooker, J. R., Dance, M. A., Wells, R. J. D., Ajemian, M. J., Block, B. A., Castleton, M., Drymon, J. M., Falterman, B. J., Franks, J. S., Hammerschlag, N., et al. (2019) · Scientific Reports · doi:10.1038/s41598-018-38144-8 · Cited by 45 · see citing works
Laiz-Carrión, R., Gerard, T., Uriarte, A., Malca, E., Quintanilla, J., Muhling, B., Alemany, F., Privoznik, S., Shiroza, A., Lamkin, J., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0133406 · Cited by 44 · see citing works
Self-citationLaiz-Carrión, R., Gerard, T., Suca, J., Malca, E., Uriarte, A., Quintanilla, J., Privoznik, S., Llopiz, J., Lamkin, J., & García, A. (2019) · Marine Ecology Progress Series · doi:10.3354/meps12958 · Cited by 37 · see citing works
“…eddies—where potentially enhanced primary production occurs, and thus creates a more favorable feeding habitat, despite suggestions of spatial partitioning among members of Thunnini (Richardson et al. 2010, LindoAtichati et al. 2012, Muhling et al. 2013, Rooker et al. 2013, Cornic et al. 2018).”
BackgroundÁlvarez-Berastegui, D., Ciannelli, L., Aparicio-González, A., Reglero, P., Hidalgo, M., López-Jurado, J., Tintoré, J., & Alemany, F. (2014) · PLoS ONE · doi:10.1371/journal.pone.0109338 · Cited by 45 · see citing works
“Previous studies have documented the links between the frontal activity and the spawning of bluefin tuna [15],[16],[33].”
BackgroundSelf-citationAbundance and habitat associations of tuna larvae in the surface water of the Gulf of Mexico
Cornic, M., Smith, B. L., Kitchens, L. L., Bremer, J. R. A., & Rooker, J. R. (2017) · Hydrobiologia · doi:10.1007/s10750-017-3330-0 · Cited by 39 · see citing works
“…habitat were observed due to the presence of the Loop Current (LC) and its associated eddies that create zones of enhanced primary production, creating favorable early life habitat for Thunnus species (Richardson et al., 2010; Lindo-Atichati et al., 2012; Muhling et al., 2013; Rooker et al., 2013).”
BackgroundResultInfluentialUriarte, A., Johnstone, C., Laiz‐Carrión, R., Garcı́a, A., Llopiz, J. K., Shiroza, A., Quintanilla-Hervás, J. M., Lozano‐Peral, D., Reglero, P., & Alemany, F. (2018) · Fisheries Research · doi:10.1016/j.fishres.2018.12.013 · Cited by 39 · see citing works
Self-citationMuhling, B. A., Brill, R., Lamkin, J. T., Roffer, M. A., Lee, S.-K., Liu, Y., & Muller-Karger, F. (2017) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsw215 · Cited by 36 · see citing works
“Second, ABFT target specific environmental conditions for spawning, which constitute a small proportion of their overall range in both space and time (Muhling et al., 2013; Reglero et al., 2014).”
BackgroundSelf-citationÁlvarez‐Berastegui, D., Hidalgo, M., Tugores, M. P., Reglero, P., Aparicio‐González, A., Ciannelli, L., Juza, M., Mourre, B., Pascual, A., López‐Jurado, J. L., et al. (2016) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsw041 · Cited by 36 · see citing works
Self-citationGenetic Structure of Bluefin Tuna in the Mediterranean Sea Correlates with Environmental Variables
Riccioni, G., Stagioni, M., Landi, M., Ferrara, G., Barbujani, G., & Tinti, F. (2013) · PLoS ONE · doi:10.1371/journal.pone.0080105 · Cited by 33 · see citing works
Gordoa, A., & Carreras, G. (2014) · PLoS ONE · doi:10.1371/journal.pone.0090691 · Cited by 35 · see citing works
“second week of July, a trend also inferred from ichthyoplankton studies [21,48].”
BackgroundCornic, M., & Rooker, J. R. (2018) · Fisheries Research · doi:10.1016/j.fishres.2017.12.015 · Cited by 35 · see citing works
“Because habitat quality of tuna larvae is influenced primarily by the oceanographic conditions (Muhling et al., 2013; Rooker et al., 2013; Reglero et al., 2014; Cornic, 2017), only the most influential physicochemical parameters (e.g., salinity, SST, SSHA) detected in the density based GAMs…”
BackgroundInfluentialPuncher, G. N., Arrizabalaga, H., Alemany, F., Cariani, A., Oray, I., Karakulak, F., Basilone, G., Cuttitta, A., Mazzola, S., & Tinti, F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0130407 · Cited by 31 · see citing works
Shropshire, T. A., Morey, S. L., Chassignet, E. P., Karnauskas, M., Coles, V. J., Malca, E., Laiz-Carrión, R., Fiksen, Ø., Reglero, P., Shiroza, A., et al. (2022) · Journal of Plankton Research · doi:10.1093/plankt/fbab041 · Cited by 30 · see citing works
“Mesoscale variability and the resulting spatiotemporal extent of favorable larval habitat has been estimated for larval ABT by previous studies (Domingues et al., 2016; Muhling et al., 2013; Reglero et al., 2014).”
Self-citationIngram, G. W., Álvarez‐Berastegui, D., Reglero, P., Balbín, R., Garcı́a, A., & Alemany, F. (2017) · Deep Sea Research Part II Topical Studies in Oceanography · doi:10.1016/j.dsr2.2017.03.012 · Cited by 29 · see citing works
Self-citationOntogenetic spatial constraints of sub‐arctic marine fish species
Ciannelli, L., Neuheimer, A. B., Stige, L. C., Frank, K. T., Durant, J. M., Hunsicker, M. E., Rogers, L. A., Porter, S. M., Ottersen, G., & Yaragina, N. A. (2021) · Fish and Fisheries · doi:10.1111/faf.12619 · Cited by 27 · see citing works
Self-citationThe Open-Ocean Gulf of Mexico After Deepwater Horizon: Synthesis of a Decade of Research
Sutton, T. T., Milligan, R., Daly, K. L., Boswell, K., Cook, A., Cornic, M., Frank, T., Frasier, K., Hahn, D., Hernandez, F., et al. (2022) · Frontiers in Marine Science · doi:10.3389/fmars.2022.753391 · Cited by 19 · see citing works
“…light attenuation, pressure) and mesoscale oceanographic features (e.g., the Loop Current, its associated eddies, and frontal features; Biggs and Ressler, 2001; Muhling et al., 2013; Vecchione et al., 2015; Johnston et al., 2019; Boswell et al., 2020; Milligan and Sutton, 2020).”
BackgroundMisidentification of bluefin tuna larvae: a call for caution and taxonomic reform
Puncher, G. N., Alemany, F., Arrizabalaga, H., Cariani, A., & Tinti, F. (2015) · Reviews in Fish Biology and Fisheries · doi:10.1007/s11160-015-9390-1 · Cited by 25 · see citing works
“BFT larvae are most abundant in surface waters ranging between 23 and 28 C, where two water masses collide and create complex hydrodynamic conditions lacking strong, directional flows (Garcı́a et al. 2005a; Reglero et al. 2012;Muhling et al. 2013).”
BackgroundHernández, C. M., Richardson, D. E., Rypina, I. I., Chen, K., Marancik, K. E., Shulzitski, K., & Llopiz, J. K. (2021) · Canadian Journal of Fisheries and Aquatic Sciences · doi:10.1139/cjfas-2020-0444 · Cited by 25 · see citing works
Álvarez-Ellacuria, I., Rasmuson, L. K., Gerard, T., Laiz‐Carrión, R., Hidalgo, M., Lamkin, J. T., Malca, E., Ferrà, C., Torres, A. P., Álvarez‐Berastegui, D., et al. (2021) · Oceans · doi:10.3390/oceans2010004 · Cited by 22 · see citing works
“In both areas, the first part of the cruise consisted of a series of surface ichthyoplankton samplings using a ~1 m mesh neuston net (GOM) and of oblique to s using a 90 c diameter Bongo net eq i e ith 500 μm mesh (MED) over a systematic grid (see [22] for a detailed description of the systematic grid sampled in both…”
BackgroundMethodInfluentialSelf-citationReglero, P., Santos, M., Balbín, R., Laiz‐Carrión, R., Álvarez‐Berastegui, D., Ciannelli, L., Jiménez, E., & Alemany, F. (2017) · Deep Sea Research Part II Topical Studies in Oceanography · doi:10.1016/j.dsr2.2017.03.013 · Cited by 20 · see citing works
Self-citationRypina, I. I., Chen, K., Hernández, C. M., Pratt, L. J., & Llopiz, J. K. (2019) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsz079 · Cited by 18 · see citing works
Johnston, M. W., Milligan, R., Easson, C., deRada, S., English, D., Penta, B., & Sutton, T. (2019) · Limnology and Oceanography Methods · doi:10.1002/lom3.10319 · Cited by 17 · see citing works
“…and nursery grounds for many important commercial fish species such as scombrids and carangids (Ditty et al. 2004; LindoAtichati et al. 2012; Muhling et al. 2013; Rooker et al. 2013; Mohan et al. 2017; Cornic et al. 2018), these features may increase the exposure of their larvae and eggs to…”
BackgroundFEEDING DYNAMICS OF ATLANTIC BLUEFIN TUNA (THUNNUS THYNNUS) LARVAE IN THE GULF OF MEXICO
Llopiz, J. K., Muhling, B. A., & Lamkin, J. T. (2015) · Cited by 16 · see citing works
Self-citationQuattrini, A. M., McClain‐Counts, J. P., Artabane, S. J., et al. (2019) · Journal of Fish Biology · doi:10.1111/jfb.13933 · Cited by 15 · see citing works
Díaz‐Barroso, L., Hernández‐Carrasco, I., Orfila, A., Reglero, P., Balbín, R., Hidalgo, M., Tintoré, J., Alemany, F., & Álvarez‐Berastegui, D. (2021) · Marine Ecology Progress Series · doi:10.3354/meps13979 · Cited by 14 · see citing works
“Tuna species with restricted spawning grounds travel long distances from the foraging areas to reach geographical locations with particular environmental conditions that may favor the survival and growth of early life stages (Muhling et al. 2013, Ciannelli et al. 2015).”
BackgroundSelf-citationDell’Apa, A., Boenish, R., Fujita, R. M., & Kleisner, K. M. (2023) · Frontiers in Marine Science · doi:10.3389/fmars.2023.1206911 · Cited by 16 · see citing works
Spawning site distribution of a bluefin tuna reduces jellyfish predation on early life stages
Ottmann, D., Fiksen, Ø., Martín, M., Alemany, F., Prieto, L., Álvarez‐Berastegui, D., & Reglero, P. (2021) · Limnology and Oceanography · doi:10.1002/lno.11908 · Cited by 14 · see citing works
Self-citationFujioka, K., SASAGAWA, K., Kuwahara, T., Estess, E. E., Takahara, Y., Komeyama, K., Kitagawa, T., Farwell, C., Furukawa, S., Kinoshita, J., et al. (2021) · Marine Ecology Progress Series · doi:10.3354/meps13746 · Cited by 13 · see citing works
“…eddy features have been shown to play an important role in the spawning ecology of Atlantic bluefin tuna Thunnus thynnus, and it is proposed that the oceanographical conditions within these structures support enhanced larval growth and survival (Teo et al. 2007b, Bakun 2013, Muhling et al. 2013).”
BackgroundEvidence of Atlantic bluefin tuna spawning in the Bay of Biscay, NE Atlantic.
Rodriguez, J. M., Johnstone, C., & Lozano-Peral, D. (2021) · Journal of Fish Biology · doi:10.1111/jfb.14782 · Cited by 9 · see citing works
García‐Fernández, C., Suca, J. J., Llopiz, J. K., Álvarez, P., Domínguez‐Petit, R., & Saborido‐Rey, F. (2021) · Frontiers in Marine Science · doi:10.3389/fmars.2021.696246 · Cited by 12 · see citing works
Malca, E., Quintanilla, J., Gerard, T., Alemany, F., Sutton, T. T., García, A., Lamkin, J., & Laiz-Carrión, R. (2023) · Frontiers in Marine Science · doi:10.3389/fmars.2023.1233249 · Cited by 12 · see citing works
Nonlinear ecological processes driving the distribution of marine decapod larvae
Peña, M., Carbonell, A., Tor, A., Álvarez‐Berastegui, D., Balbín, R., Santos, A. D., & Alemany, F. (2014) · Deep Sea Research Part I Oceanographic Research Papers · doi:10.1016/j.dsr.2014.11.017 · Cited by 11 · see citing works
Setiawati, M. D., & Tanaka, T. (2017) · Fishes · doi:10.3390/fishes2010002 · Cited by 10 · see citing works
“Furthermore, other researchers have conducted cluster analysis and principal component analysis (PCA) to measure tuna habitat characteristics on global scales as well as in the Gulf Mexico [33,34].”
BackgroundCharacterization of the spawning area of tuna species on the northern Tunisian coasts
Koched, W., Alemany, F., Benmessaoud, R. M., & Hattour, A. (2016) · Scientia Marina · doi:10.3989/scimar.04332.27a · Cited by 8 · see citing works
“The unsuitability of Atlantic bluefin tuna larvae of more productive coastal waters has also been reported in the Gulf of Mexico (Muhling et al. 2013).”
BackgroundRypina, I., Dotzel, M. M., Pratt, L., Hernández, C., & Llopiz, J. (2021) · Progress in Oceanography · doi:10.1016/j.pocean.2021.102514 · Cited by 5 · see citing works
“…tuna spawning largely occurs in waters between 23 ◦ C and 28 ◦ C, with the same temperature interval being required for successful egg hatching and larval development (Llopiz & Hobday, 2015; Muhling et al., 2010; Muhling et al., 2013; Reglero et al., 2018b; Rooker et al., 2007; Teo et al., 2007).”
Zhong, C.-Y., Chen, P., Zhang, Z.-H., Sun, M., & Xie, C.-S. (2022) · Frontiers in Marine Science · doi:10.3389/fmars.2022.1009620 · Cited by 4 · see citing works
“The Atlantic bluefin tuna (Thunnus thynnus) swims from its vast feeding grounds to reproduce in areas of the Gulf of Mexico, the Mediterranean Sea (Muhling et al., 2013; Richardson et al., 2016), where primary productivity tends to be low (Ottmann et al., 2021).”
BackgroundOrtega-García, S., Abad-Uribarren, A., Jakes-Cota, U., & Vélez-Arellano, N. (2019) · Marine Biology Research · doi:10.1080/17451000.2019.1662448 · Cited by 2 · see citing works
“…tuna stocks: eastern stock, spawning in the Mediterranean Sea in May–June (Rooker et al. 2007; Alemany et al. 2010) and the western stock, spawning predominantly within tropical waters of the Gulf of Mexico (GoM) in spring (April–June) (Richards 1976; Scott et al. 1993; Muhling et al. 2010, 2013).”
BackgroundCritical thermal limits of Atlantic bluefin tuna (Thunnus thynnus) larvae
Moyano, M., Blanco, E., Ortega, A., et al. (2026) · Journal of Thermal Biology · doi:10.1016/j.jtherbio.2026.104410 · Cited by 3 · see citing works
Self-citationAbad‐Uribarren, A., Ortega‐García, S., March, D., & Medina, A. (2019) · Fisheries Oceanography · doi:10.1111/fog.12446 · Cited by 3 · see citing works
Laiz‐Carrión, R., Gerard, T., Uriarte, A., Malca, E., Muhling, B. A., Alemany, F., Privoznik, S. L., & Shiroza, A. (2014) · DIGITAL.CSIC (Spanish National Research Council (CSIC)) · Cited by 3 · see citing works
Self-citationQuintanilla-Hervás, J. M., Tanaka, S., Borrego‐Santos, R., Malca, E., Laiz‐Carrión, R., Robert, D., & Takasuka, A. (2025) · Fisheries Oceanography · doi:10.1111/fog.70018 · Cited by 1 · see citing works
Richardson, D. E., Marancik, K. E., Adamus, M., Broughton, E. A., Cowen, R. K., Gerard, T., Hernández, C. M., Hoey, J., Llopiz, J., Lutcavage, M., et al. (2026) · Progress in Oceanography · doi:10.1016/j.pocean.2026.103687
The coastal pulse of fish spawning – a nationwide Atlas of marine fish egg distributionPreprint
Ciannelli, L., Espeland, S. H., Albretsen, J., et al. (2025) · Research Square · doi:10.21203/rs.3.rs-6932964/v1 · Cited by 1 · see citing works
Self-citationGarcı́a, A., & Lamkin, J. T. (2014)
Trekfish in tracing the paths of flying fish roe in the Makassar Strait
Putri, R. S., Jaya, I., Pujiyati, S., Agus, S. B., & Palo, M. (2024) · BIO Web of Conferences · doi:10.1051/bioconf/202410601002
The pervasiveness of fish spawning along a complex coastline
Ciannelli, L., Espeland, S. H., Albretsen, J., et al. (2026) · Reviews in Fish Biology and Fisheries · doi:10.1007/s11160-026-10046-3
Self-citationMnich, A., Zavell, M. D., Muhling, B. A., Hernández, C. M., & Cadrin, S. X. (2026) · Integrative and Comparative Biology · doi:10.1093/icb/icag041
Self-citationMalca, E., Muhling, B., Franks, J., García, A., Tilley, J., Gerard, T., Ingram, W., & Lamkin, J. T. (2017) · Fisheries Research · doi:10.1016/j.fishres.2017.01.019 · Cited by 36 · see citing works
Self-citationLandry, M. R., Beckley, L. E., & Muhling, B. A. (2019) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsy184 · Cited by 24 · see citing works
“The waters of all known BFT spawning grounds are warm (>24 C), highly stratified, and especially nutritionally deficient during the spawning seasons (Matsuura et al., 1997; Alemany et al., 2010; Muhling et al., 2013; Llopiz and Hobday, 2015; Druon et al., 2016).”
BackgroundSelf-citationHarford, W. J., Karnauskas, M., Walter, J. F., & Liu, H. (2017) · Fisheries Oceanography · doi:10.1111/fog.12205 · Cited by 23 · see citing works
- Authors
- Muhling, B., Reglero, P., Ciannelli, L., Alvarez-Berastegui, D., Alemany, F., Lamkin, J., & Roffer, M.
- Venue
- Marine Ecology Progress Series
- Publisher
- Inter-Research Science Center
- Published
- 2013-07-12
- Volume
- 486
- Pages
- 257-276
- ISSN
- 0171-8630 (ISSN-L)
- 1616-1599
- OpenAlex
- W2084323207
- Cited by
- 58
- References
- 71
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 1 · 2023: 2 · 2022: 2 · 2021: 10 · 2019: 7 · 2018: 5 · 2017: 7 · 2016: 4 · 2015: 5 · 2014: 7 · 2013: 2
- FWCI
- 4.53
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Marine Ecology Progress Series (publishedVersion)
- DIGITAL.CSIC (Spanish National Research Council (CSIC)) (submittedVersion, cc-by-nc-nd)
- Funders
- National Oceanic and Atmospheric Administration
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Marine and fisheries research
- Physical Sciences › Earth and Planetary Sciences › Oceanography › Oceanographic and Atmospheric Processes
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ichthyology and Marine Biology
- Keywords
- bluefin tuna, Thunnus thynnus, larval habitat, spawning grounds, Gulf of Mexico, Western Mediterranean, environmental factors, larval retention, larval survival, larval growth, spawning migration, ocean warming
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