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consider teaching odc-stac for wide problems #105

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rbavery opened this issue Apr 20, 2022 · 1 comment
Open

consider teaching odc-stac for wide problems #105

rbavery opened this issue Apr 20, 2022 · 1 comment

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@rbavery
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rbavery commented Apr 20, 2022

I recently learned about odc-stac, which like stackstac provides methods for loading STAC items as xarray objects. the differences between the two are discussed here:

opendatacube/odc-stac#54

my takeaway from the discussion above is that odc-stac is better for wide problems, like creating mosaics. learners will need to create mosaics for many of the problems they encounter, so I'd potentially like to teach this instead of stackstac (which is slower for wide problems and forces epsg codes). It also sounds like odc-stac is being developed to improve it's efficiency for tall data processing and large datasets.

cc @srmsoumya @rogerkuou @fnattino @SarahAlidoost

@gjoseph92
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FYI I'm planning to add equivalent groupby functionality to stackstac eventually gjoseph92/stackstac#66 (comment). Currently though, I'd definitely recommend odc-stac instead for mosaics.

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