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multiple surface » multiple sources (Expand Search)
fusion algorithm » lasso algorithm (Expand Search)
surface fusion » surface tension (Expand Search), surface erosion (Expand Search)
multiple surface » multiple sources (Expand Search)
fusion algorithm » lasso algorithm (Expand Search)
surface fusion » surface tension (Expand Search), surface erosion (Expand Search)
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Global hourly seamless AOD through measurement-adjusted machine learning fusion of multi-satellite and reanalysis data
Published 2025“…To overcome these limitations, this study proposes an AOD fusion framework that integrates measurement adjustment theory with a machine learning algorithm to combine multiple satellite AOD products with the MERRA−2 reanalysis dataset. …”
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A dataset of near-surface NO₂ concentrations with a 1km² resolution over mainland China (2014 to 2020).
Published 2025“…<p dir="ltr">This dataset is based on the fusion of multiple satellite NO₂ column concentration data, combined with meteorological reanalysis data, human activity data and other geographically related variables, and uses machine learning models to generate the surface NO₂ concentration and its distribution in mainland China from 2014 to 2020. …”