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Enregistrement W4407170078 · doi:10.22541/essoar.173878063.37807156/v1

The Response of the Mesozooplankton Community in the Western Gulf of Maine to Changing Oceanographic Conditions: the 2010 Regime Shift

2025· preprint· en· W4407170078 sur OpenAlexaboutno aff
Emma C. Dullaert, Jeffrey A. Runge, Lee Karp-Boss, Shawn Shellito, Cameron Thompson, Rebecca J. Jones

Notice bibliographique

Revuenon disponible
Typepreprint
Langueen
DomaineEnvironmental Science
ThématiqueMarine and fisheries research
Établissements canadiensnon disponible
Organismes subventionnairesBureau of Ocean Energy ManagementNational Oceanic and Atmospheric AdministrationState of Maine Department of Marine ResourcesNuclear Safety and Security CommissionU.S. Fish and Wildlife ServiceNational Aeronautics and Space AdministrationNational Science Foundation
Mots-clésOceanographyClimatologyRegime shiftEnvironmental scienceGeologyGeographyEcologyEcosystemBiology

Résumé

récupéré en direct d'OpenAlex

INTRODUCTIONThe mesozooplankton community represents an important link in energy transfer from lower to higher trophic levels in the marine environment, both as grazers of primary producers and as a food source for a variety of consumers from pelagic forage fish to baleen whales. Therefore, observing and assessing changes in mesozooplankton diversity and biomass provides a means for understanding broader changes in marine ecosystems and informing management decisions. The Gulf of Maine is a semi-enclosed shelf sea within the broader North Atlantic biome (Pershing and Stamieskin, 2020). Its mesozooplankton community is largely comprised of copepods, with Calanus finmarchicus the historically dominant species (Bigelow, 1924; Johnson et al., 2011; Melle et al., 2014). Because of its rich lipid stores, C. finmarchicus is a valuable energy source for the North Atlantic right whale and many planktivorous pelagic fish such as sand lance and Atlantic herring (Meyer Gutbrod et al. 2021; Suca et al., 2022; Becker et al., 2020). Other copepods commonly found in the Gulf of Maine, including species the generaCentropages , Pseudocalanus , Metridia , andOithona, are also a food source for planktivores, but have a smaller body size and lipid stores compared to C. finmarchicus (e.g., Lee et al., 2006; Carlowicz et al., 2024).Climate scenario models applying statistical relationships indicate thatC. finmarchicus abundance will disappear or decline substantially in this region in the next five decades as surface and bottom waters in the Gulf of Maine continue to warm (Reygondeau and Beaugrand, 2011; Chust et al., 2014; Grieve et al., 2017). While these projections simplify the complex dynamic processes controlling circulation and production in the Gulf of Maine (e.g. Runge et al., 2015), there is nevertheless the possibility of the loss of C. finmarchicus and consequently the subarctic character of the Gulf of Maine’s ecosystem function (Pershing et al., 2021).Populations of the common resident mesozooplankton exhibit strong seasonal cycles. For example, C. finmarchicus andPseudocalanus spp. reach peak abundance in late spring and early summer, whereas Centropages typicus attains peak abundance in late summer and autumn (Durbin and Kane 2007; Ji et al. 2009; Melle et al. 2014). In addition to seasonal variations, interannual and decadal variations in abundance, diversity, and evenness have been reported (e.g., Pershing et al., 2005, Record et al., 2010, Johnson et al., 2011, Kane 2007, Pershing and Kemberling 2023). Most notably, the annual abundance of late-stage C. finmarchicus (CV-adult) was relatively high in the 1980s, decreased for much of the 1990s, and then increased again between 2000-2010 (Ji et al. 2022: autumn data; Pershing and Kemberling 2023). A reverse pattern of interdecadal increase and decrease is evident in Gulf of Maine populations of Centropages typicus , Pseudocalanus spp. and Oithona spp., as well asC. finmarchicus stages CI-CIV (Pershing and Kemberling, 2023).In or around 2010, a likely climate-driven shift in the oceanographic regime in the Gulf of Maine occurred, characterized by a marked increase in sea surface temperature (GMRI 2022) and a change in the external sources of deep water (Record et al., 2019, Meyer-Gutbrod et al., 2021, Townsend et al., 2023 ). Importantly, an increased influence of Warm Slope Water driven by a northward shift in the Gulf Stream is considered to have supplanted the flow of Labrador Slope Water into the Gulf of Maine via the Northeast Channel (Thibodeau et al., 2018, Seidov et al., 2021; Neto et al. , 2021: see Fig. 1). In addition, Townsend et al. (2023) report variability in the strength of Scotian Shelf Water inflow during winter through spring, which sets up a seasonal barrier to intrusions of Warm Slope Water and modified Gulf Stream water into the Gulf of Maine the following summer and autumn. This increase in influence from Warm Slope Water in the Gulf of Maine is consistent with observations of weakening of the Atlantic Meridional Overturning Circulation (Saba et al., 2016, Caesar et al., 2021, Seidov et al., 2021; Meyer Gutbrod et al., 2021).Correlated with the 2010 shift in in oceanographic conditions is a marked decline in summer through winter late- stage C. finmarchicus (Record et al., 2019; Meyer-Gutbrod et al., 2021; Pershing and Kemberling 2023; Shank et al. 2024; Runge et al. in review). Concurrently, there is evidence of an increase since 2010 of smaller copepods, including Centropages, Pseudocalanus andMetridia species (Pershing and Kemberling 2023,) and an increase in early-stage C. finmarchicus copepodid stages in spring and early summer (Ji et al., 2022; Honda et al., 2024; Runge et al., in review). These changes in the mesozooplankton community drew interest because of their potential link to declines in the populations of endangered and commercially important species (Record et al., 2019, Richards and Hunter, 2021, Meyer-Gutbrod et al., 2021). Notably, the foraging behavior of the critically endangered North Atlantic right whale (NARW) population has shifted in the past decade, moving from their traditional summer feeding grounds in the eastern Gulf of Maine and Bay of Fundy to the Gulf of St. Lawrence (Meyer-Gutbrod et al., 2021). Recent declining trends in lobster recruitment were also shown to correlate with C. finmarchicus abundance and phenology (Carloni et al., 2024; Shank et al. 2024). These oceanographic and ecosystem changes occurring in the Gulf of Maine around 2010 have been called a regime shift in a number of studies (Meyer Gutbrod et al. 2021; Pershing and Kemberling, 2023; Shank et al. 2024). To explain the shift in the mesozooplankton community in 2010, Pershing and Kemberling (2023) proposed that decadal variations in community structure are driven by external physical forcings that enhance water column stratification in the Gulf of Maine, due to freshening (in decades prior to 2010) or surface warming (since 2010), in either case favoring ‘summer-time communities’ of the smaller mesozooplankton taxa (e.g.,Centropages , Pseudocalanus , Metridia , andOithona ). In addition, shifts in phenology, increased predation pressure and the resulting lower autumn-winter abundance of C. finmarchicus (as predators on early copepod life stages and competitive grazers), are recognized to play a role in shaping the mesozooplankton community (Ji et al, 2022; Wiebe et al., 2022; Pershing and Kemberling, 2023; Honda et al., 2024).The effects of the 2010 shift in oceanographic conditions and the mechanisms underlying change in the Gulf of Maine mesozooplankton community merit further investigation, not only to better understand how the western Gulf of Maine ecosystem will respond to future oceanographic change, but also to provide insight into mechanisms driving mesozooplankton dynamics across the margin of the North Atlantic biome. Here we use data from two time series stations in the western Gulf of Maine to document change in the periods immediately before and after the 2010 oceanographic shift. Recent studies indicate the importance of seasonal drivers in regulating the abundance of C. finmarchicus , such that the decadal scale patterns of abundance of C. finmarchicus stages CI-CIV (driven by processes occurring between late winter through mid summer) are in many ways opposite to the pattern of abundance of stages CV-CVI (Pershing and Kemberling, 2023; Honda et al.,2024; Runge et al., in review). We apply the lens of seasonality in drivers to examine how C. finmarchicus and other species and the overall diversity of the mesozoplankton community responded at subannual to annual scales, and whether the integration of responses across species sustained or changed total mesozooplankton biomass. We examine the evidence for the hypothesis that the oceanographic shift led to an expansion of the summertime mesozooplankton community adapted to more stratified, oligotrophic conditions with higher abundance and diversity of predators (Pershing and Kemberling, 2023). We find that the observations from these two time series stations provide insight into the complex interactions among changes in external advective supply, atmospheric forcing and local production in the western Gulf of Maine, where the direct socioeconomic impacts of a pelagic ecosystems shift are particularly important.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,001
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,113
Score d'incertitude au seuil0,225

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0010,000
Science ouverte0,0000,001
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,026
Tête enseignante GPT0,287
Écart entre enseignants0,261 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations1
Publié2025
Routes d'admission1
Résumé présentoui

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