Valid pixels are all pixels which are not classified as clouds and are located inside the satellite swath i.e What the satellite "sees".
Using linear interpolation to fill gaps in multi-temporal data.
Using Normalized Difference Vegetation Index to generate reference data.
The generated ground truth using shape-files and raster masks.