сверхбольшие архивы спутниковых данных и возможности их распределенного анализа

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Daily surface reflectance reconstruction using LOWESS on the example of various satellite systems

Plotnikov D.E., Loupian E.A., Kolbudaev P.A., Proshin A.A., Matveev A.M.

// IEEE Xplore. VIII International Conference on Information Technology and Nanotechnology. (ITNT), 2022.

The study describes the LOWESS methodology based on locally weighted moving-window regression and its use for the uniform reconstruction of harmonized gap-free seasonal and multiannual time series of daily surface reflectance for vegetation cover of Russia on the example of four satellite systems: VIIRS (NPP), Terra\Aqua (MODIS), Sentinel-2A\B (MSI), Meteor-M-2\2.2 (KMSS).

  • Институт космических исследований РАН, Москва
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