allenai / satlas

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Sentinel-1 acquisition/normalization details #49

Closed ando-shah closed 4 weeks ago

ando-shah commented 4 weeks ago

The normalization page mentions the following for S-1: "Each band is originally a 16-bit image. We normalize a pixel value N to 0-1 by clipping N/255 to 0-1 (any pixel values greater than 255 become 1)."

Thanks!

favyen2 commented 4 weeks ago

They are downloaded from ESA. Values are unsigned 16-bit integer, 0-65535, in the PNG they are clipped to 0-255. https://browser.dataspace.copernicus.eu/ (GRD IW VV+VH products) See https://documentation.dataspace.copernicus.eu/APIs/SentinelHub/Data/S1GRD.html#units for details.

It is both ascending and descending.

Not for the entire dataset but typical mean/std in Sentinel-1 scenes are mean 100 std 40.

ando-shah commented 4 weeks ago

Thanks - this is super helpful.

FYI mean/std for something like 10% (random) of the s-1 dataset is: VV: 137/18 VH: 111/20