Show HN: Scalable Sentinel-1 and Sentinel-2 data cubes

1 point

2 years ago

Download Sentinel-1 & Sentinel-2 data cubes of huge-scale (larger-than-memory) on any machine with integrated cloud detection, snow masking, harmonization, merging, and temporal composites

This is a super early-alpha package where I try to provide a single scalable function to users that creates infinitely large Sentinel-1 and Sentinel-2 data cubes in zarr that are as ready for further processing as possible.

The routine is super fixed and is built for planetary computer as the data source, the cloudsen12 cloud detection model, and and fmask masked snow coverage detection. The package does just this one thing and hopefully very well.

I am immensely grateful for python development tips and or any feedback in general.