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Record W7133288094

Review of St. Anns Bank Marine Protected Area monitoring

2024· other· en· W7133288094 on OpenAlexaboutno aff
Fisheries and Oceans Canada, Pêches et Océans Canada

Bibliographic record

VenueFederal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada · 2024
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsZooplanktonPhytoplanktonBiogeochemical cycleWater columnCalanus finmarchicusBaseline (sea)Sampling (signal processing)Surface waterSnowEstuary
DOInot available

Abstract

fetched live from OpenAlex

St. Anns Bank Marine Protected Area (MPA) was designated under Canada’s Oceans Act in 2017. A data review was conducted to examine baseline data and ongoing survey data contributions towards monitoring the MPA’s conservation objectives. Long-term data sources reviewed include the Atlantic Zone Monitoring Program’s (AZMP) oceanographic and biological data, passive acoustic monitoring for cetaceans, acoustic telemetry to examine fish movement and diversity in and around the MPA, and the Maritimes Region’s Snow Crab Survey. St. Anns Bank is situated in the outflow of the Gulf of St. Lawrence and shows similar year to-year variability in oceanographic conditions when compared to areas upstream and downstream as measured on the inshore stations of the AZMP’s Cabot Strait and Louisbourg monitoring lines, respectively. Annual satellite sea surface temperatures across the MPA have increased since 2012. St. Anns Bank water column temperatures from near surface to bottom recorded during the fall have also increased since 2012, with most record highs observed post-2020, which is consistent with areas upstream and downstream. St. Anns Bank showed high variability in in situ chlorophyll-a and nutrient concentrations, which for surface conditions is partially related to the timing of sampling relative to the phytoplankton spring bloom. A statistically significant increasing trend has been observed in surface satellite chlorophyll-a concentrations time series, with above-normal anomalies occurring in the fall in recent years. Since 2012, emerging trends in biogeochemical properties in St. Anns Bank (e.g., decreasing zooplankton size structure, mostly at- or lower-than-normal Calanus finmarchicus abundance, although returning to above-normal abundances of C. finmarchicus in 2023) appears to be related to the shift to a warmer-water environment. The 3-year carbonate chemistry dataset suggests that the bottom waters of St. Anns Bank are susceptible to ocean acidification and should continue to be monitored. Comparative analysis of the physical, chemical, and lower-trophic level biological conditions in St. Anns Bank in relation to the inshore stations on core AZMP lines, Cabot Strait and Louisbourg, revealed spatial and temporal similarities among these areas. Given limited resources for direct environmental monitoring, it is feasible to infer environmental conditions in St. Anns Bank from data collected by satellite observations and nearby stations. However, to maintain a comprehensive understanding and ensure accurate monitoring of the MPA, continued AZMP monitoring of St. Anns Bank is advised. Catch and diet data were analyzed from the annual Maritimes Snow Crab Survey between 2015, when dedicated MPA stations were added, and 2023. Species richness of fishes and invertebrates based on catch data is comparable inside and immediately outside the MPA and appears to be stable over this time period. Diet data collected from fish stomachs by the survey increased the species richness captured in the MPA compared to the trawl catch alone. Diet composition largely overlaps in individuals of a given species captured inside versus outside the MPA, and appears relatively stable over time. From 2015 to 2023 the size structure for most fish species remained stable, with the exception of Atlantic Wolffish and Snow Crab, which both exhibited an increase in average size. These size increases corresponded with a rise in the biomass for each species. Although the abundance of Atlantic Wolffish and Snow Crab remained relatively stable, the increase in biomass implies a shift in the overall size structure at the survey stations. The Maritimes Snow Crab Survey using current dedicated stations appears adequate for detecting changes in fish and invertebrate species richness and abundance in the MPA. A more comprehensive examination of the MPA’s biodiversity and abundance of American Plaice and Snow Crab in particular would require additional survey effort. To reliably detect small changes in abundance inside and immediately outside the MPA using this survey would require either doubling the number of stations, as informed by the power analyses. Complementary, alternative, and non-invasive monitoring methods may also provide data to detect changes in abundance. A diverse assemblage of 19 cetacean species was detected through a combination of passive acoustic monitoring and opportunistic sightings in and around (within 50 nautical miles) St. Anns Bank MPA. Between 2015 and 2023, passive acoustic monitoring of six baleen whale species from five stations in the MPA revealed spatial and seasonal variability in occurrence. Blue, Fin, Sei, and Humpback Whales were detected year-round, while Minke and North Atlantic Right Whales were more sporadic and seasonal. Blue and Fin Whales occurred more commonly at deeper stations and call presence peaked in fall and winter. Humpback Whales occurred more commonly at on-shelf stations and call presence peaked in spring, and again in fall and winter. Sei Whales occurred at all stations and call presence peaked in summer. North Atlantic Right and Minke Whale calls occasionally occurred at almost all stations, mainly in fall. Relatively consistent acoustic presence at on-shelf stations suggests regular use of these areas by some species (e.g., Humpback Whales). Seasonal patterns in acoustic occurrence at deeper stations is likely linked to the broader scale movements of some species (e.g., Blue and Fin Whales) into and out of the Gulf of St. Lawrence. Continuing passive acoustic monitoring will enable assessment of year-round presence of cetacean species, particularly baleen whales, in selected areas of the MPA. This method offers near-continuous and seasonal information on species occurrence. To support assessment of long-term trends in cetacean occurrence, future monitoring recommendations involve establishing consistent passive acoustic monitoring stations over time in both deeper and on-shelf waters of the MPA. The St. Anns Bank MPA tagging program (2015–2023) has provided information on the residency and movement of Atlantic Cod, Atlantic Halibut, and Atlantic Striped Wolffish within and through the MPA. Simultaneously, 33 other tagging projects have contributed to the monitoring of 13 species, including the following species that have sufficient data to examine long-term trends in species seasonal residency within and movement through the MPA: Atlantic Salmon, Bluefin Tuna, Blue Shark, Atlantic Cod, and White Shark. Tagged species detected include species resident in the MPA for most of the year (Atlantic Cod, Atlantic Halibut, Atlantic Wolffish), occurrence throughout summer-fall (Pelagic sharks, Bluefin Tuna), and short-term annual summer occurrence (Atlantic Salmon). Scatarie Bank was identified as a residency hotspot for the majority of species that have sufficient data to examine spatial trends, with the exception of Atlantic Salmon detected primarily in the east. To improve assessment of species' directional movement and spatial and temporal use of the MPA as it relates to the conservation objectives, the current acoustic telemetry array and tagging program should be re-evaluated and redesigned. The meeting independently reviewed long-term data sources. Future analysis can integrate these data for a more comprehensive understanding of the MPA that may reveal connections between the AZMP’s oceanographic and biological data, cetacean monitoring through passive acoustics, fish movement and diversity using acoustic telemetry in and around the MPA, and the Maritimes Snow Crab Survey. Additionally, potential new long term data sources may be explored to align with the MPA objectives. The utility and expectations of data streams within the MPA with a focus on their long-term reliability for effective monitoring, including their ability to evaluate trends over time, were reviewed with the intention of establishing realistic expectations for sustainable monitoring not only within the MPA but also across other conservation sites. This was an opportunity to reconcile the long-term data streams of current monitoring efforts with previous advice on indicators, thereby aligning the reliability of long-term data streams with the MPA's conservation objectives. Meeting participants recommended partnering with Rightsholders and Indigenous organizations to conduct monitoring initiatives in accordance with the vision outlined in the St. Anns Bank Marine Protected Area Management Plan.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.898
Threshold uncertainty score0.203

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.015
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0110.014
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.254
Teacher spread0.240 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2024
Admission routes1
Has abstractyes

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Same venueFederal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du CanadaFrench-language works237,207