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  1. 54481

    Mapping the global distribution of lead and its isotopes in seawater with explainable machine learning by A. Olivelli, A. Olivelli, A. Olivelli, R. Arcucci, M. Rehkämper, T. van de Flierdt

    Published 2025-07-01
    “…By analysing the uncertainty associated with our maps, we identified the Southern Ocean as the key area to prioritise in future sampling campaigns. Our datasets, models, and their outputs, in the forms of Pb concentrations, <span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M6" display="inline" overflow="scroll" dspmath="mathml"><mrow><msup><mi/><mn mathvariant="normal">206</mn></msup><mi mathvariant="normal">Pb</mi><msup><mo>/</mo><mn mathvariant="normal">207</mn></msup></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="49pt" height="15pt" class="svg-formula" dspmath="mathimg" md5hash="28ce92eb112129d7abd081ddbaf78b36"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="essd-17-3679-2025-ie00005.svg" width="49pt" height="15pt" src="essd-17-3679-2025-ie00005.png"/></svg:svg></span></span>Pb climatologies, and <span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M7" display="inline" overflow="scroll" dspmath="mathml"><mrow><msup><mi/><mn mathvariant="normal">208</mn></msup><mi mathvariant="normal">Pb</mi><msup><mo>/</mo><mn mathvariant="normal">207</mn></msup></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="49pt" height="15pt" class="svg-formula" dspmath="mathimg" md5hash="0d38e78fba18e3d70e0918b651fb63cf"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="essd-17-3679-2025-ie00006.svg" width="49pt" height="15pt" src="essd-17-3679-2025-ie00006.png"/></svg:svg></span></span>Pb climatologies, are made freely available to the community by Olivelli et al. (2024a; <a href="https://doi.org/10.5281/zenodo.14261154">https://doi.org/10.5281/zenodo.14261154</a>) and Olivelli (2025; <a href="https://doi.org/10.5281/zenodo.15355008">https://doi.org/10.5281/zenodo.15355008</a>).…”
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