بدائل البحث:
multiple surface » multiple sources (توسيع البحث)
fusion algorithm » lasso algorithm (توسيع البحث)
surface fusion » surface tension (توسيع البحث), surface erosion (توسيع البحث)
multiple surface » multiple sources (توسيع البحث)
fusion algorithm » lasso algorithm (توسيع البحث)
surface fusion » surface tension (توسيع البحث), surface erosion (توسيع البحث)
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Global hourly seamless AOD through measurement-adjusted machine learning fusion of multi-satellite and reanalysis data
منشور في 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).
منشور في 2025"…Among them, the "2014.7z, 2015.7z, 2016.7z, 2017.7z, 2018.7z, 2019.7z, 2020.7z" compressed packages save the monthly average values of surface NO2 in mainland China in the corresponding years; the "Monthly_average.7z" compressed package saves the monthly average values of surface NO2 in mainland China from 2014 to 2020; the "Annual_average.7z" compressed package saves the annual average values of surface NO2 in mainland China from 2014 to 2020.By integrating two satellite products and multi-source geographic data, combined with machine learning algorithms, this dataset fully utilizes the advantages of satellite data in long-term spatiotemporal scales, and provides important support for revealing the spatiotemporal evolution of NO₂ concentrations in mainland China. …"