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Oyster Reefs at Risk and Recommendations for Conservation, Restoration, and Management

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Native oyster reefs once dominated many estuaries, ecologically and economically. Centuries of resource extraction exacerbated by coastal degradation have pushed oyster reefs to the brink of functional extinction worldwide. We examined the condition of oyster reefs across 144 bays and 44 ecoregions; our comparisons of past with present abundances indicate that more than 90% of them have been lost in bays (70%) and ecoregions (63%). In many bays, more than 99% of oyster reefs have been lost and are functionally extinct. Overall, we estimate that 85% of oyster reefs have been lost globally. Most of the world's remaining wild capture of native oysters (> 75%) comes from just five ecoregions in North America, yet the condition of reefs in these ecoregions is poor at best, except in the Gulf of Mexico. We identify many cost-effective solutions for conservation, restoration, and the management of fisheries and nonnative species that could reverse these oyster losses and restore reef ecosystem services.
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... The eastern oyster (Crassostrea virginica) is a keystone species that builds reefs in estuaries along the western North Atlantic. They regulate water quality, create habitat for over 300 species, and provide critical ecosystem services [77][78][79][80]. However, over 90% of oyster reefs have been lost in North America since their peak harvest days in the 1800s [77,81,82]. ...
... They regulate water quality, create habitat for over 300 species, and provide critical ecosystem services [77][78][79][80]. However, over 90% of oyster reefs have been lost in North America since their peak harvest days in the 1800s [77,81,82]. The eastern oyster is a valuable species for investigating how plastic debris may impact sexual development. ...
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Oysters are ecologically and commercially important species that require frequent monitoring to track population demographics (e.g. abundance, growth, mortality). Current methods of monitoring oyster reefs often require destructive sampling methods and extensive manual effort. Therefore, they are suboptimal for small-scale or sensitive environments. A recent alternative, the ODYSSEE model, was developed to use deep learning techniques to identify live oysters using video or images taken in the field of oyster reefs to assess abundance. The validity of this model in identifying live oysters on a reef was compared to expert and non-expert annotators. In addition, we identified potential sources of prediction error. Although the model can make inferences significantly faster than expert and non-expert annotators (39.6 s, 2.34±0.612.34 \pm 0.61 h, 4.50±1.464.50 \pm 1.46 h, respectively), the model overpredicted the number of live oysters, achieving lower accuracy (63\%) in identifying live oysters compared to experts (74\%) and non-experts (75\%) alike. Image quality was an important factor in determining the accuracy of the model and the annotators. Better quality images improved human accuracy and worsened model accuracy. Although ODYSSEE was not sufficiently accurate, we anticipate that future training on higher-quality images, utilizing additional live imagery, and incorporating additional annotation training classes will greatly improve the model's predictive power based on the results of this analysis. Future research should address methods that improve the detection of living vs. dead oysters.
... Gambar 10.1 Jangkauan area dan hilangnya ekosistem pesisir pada masa lalu dan yang diprediksi kedepannya (Sumber : CSIRO. 1 Beck et al. 2011;2 Bunting et al. 2018;3 Goldberg et al. 2020;4 Mcowen et al. 2017;5 Murray et al. 2018;6 Nienhuis et al. 2020;7 Rogers et al. 2020;8 UNEP 2020;9 Vousdoukas et al. 2020;10 Wernberg et al. 2019.) ...
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... Despite once being dominant features of coastal ecosystems worldwide, oyster reefs have been pushed to the brink of extinction over the last two centuries due to natural resource extraction efforts. Shockingly, more than 85% of the planet's oyster reefs have disappeared during this period (Beck et al., 2011). Because coastal ecosystems are disproportionately vulnerable to the disruptive impacts of climate change and human development, returning oyster reefs to their prior ecosystem states is often an infeasible or inappropriate goal (Howie & Bishop, 2021). ...
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