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A novel approach to predict the arctic stratospheric ozone from stratospheric polar vortex dynamics using explainable machine learning

Abstract A significant decreasing trend of Arctic stratospheric ozone has been observed since 2019, with the first reported ozone hole in the Arctic Stratospheric Polar Vortex (SPV) in 2020, raising concerns for humanity. This underlines that it is essential to develop an algorithm capable of predic...

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Principais autores: Anish Kumar, Joyjit Mandal, Sina Mehrdad, Christoph Jacobi
Formato: Artigo
Idioma:Inglês
Publicado: Nature Portfolio 2025-10-01
Series:Scientific Reports
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Acceso en liña:https://doi.org/10.1038/s41598-025-24379-9
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