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).
Ссылка на текст:
https://ieeexplore.ieee.org/document/9848630