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    Understanding and Predicting Northwest Atlantic Shelf Temperature Variability by Ke Chen

    Published 2025-07-01
    “…These changes carry significant implications for marine ecosystems, fisheries, and coastal communities, underscoring the importance of understanding and predicting coastal variability. Koul et al. (2024), https://doi.org/10.1029/2024gl110946 contribute to this effort by utilizing a high‐resolution regional ocean model downscaled from a global prediction system to forecast a pause in the rapid warming of the Northwest Atlantic Shelf in the coming decade. …”
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    Simplifying Field Traversing Efficiency Estimation Using Machine Learning and Geometric Field Indices by Gavriela Asiminari, Lefteris Benos, Dimitrios Kateris, Patrizia Busato, Charisios Achillas, Claus Grøn Sørensen, Simon Pearson, Dionysis Bochtis

    Published 2025-03-01
    “…The gradient-boosting regression-based model was the most effective, achieving a high mean <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mi>R</mi></mrow><mrow><mn>2</mn></mrow></msup></mrow></semantics></math></inline-formula> value of 0.931 in predicting field efficiency, by taking into account only basic geometric field indices. …”
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