Temporal Resampling

Why do we need temporal resampling of images before processors’ execution, in particular, before L4A processor? Why not to use full time series?


Dear Vasilli,
the temporal resampling is required to generate cloud-free data composites, from my understanding.


Hi Vasilii,

I wrote a little about this in another thread. The temporal resampling is done because some of the features used for classification are time-sensitive.

Thank you, Inicola! Thank you, Oliver!

So, am I right that these time-sensitive features will further calculated only for the resampled dates? And the goal of this procedure is to generalize the classification algorithm in order to work with any time-series, even if a particular tile has no image for a particular date?

Well, all of the features.


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