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Add support for searching NASA data interactively #649

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merged 3 commits into from Dec 23, 2023
Merged

Add support for searching NASA data interactively #649

merged 3 commits into from Dec 23, 2023

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giswqs
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@giswqs giswqs commented Dec 22, 2023

This PR adds support for searhcing and visualizing NASA Earth data (footprints) interacitvely.

@BriannaLind @betolink @mfisher87

Peek.2023-12-22.01-11.mp4

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@github-actions github-actions bot temporarily deployed to pull request December 22, 2023 06:45 Inactive
@mfisher87
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That's so cool! 🤩

@BriannaLind
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This looks awesome! It looks so awesome, it got me thinking - is there a way to pull out coincidental datasets?

@giswqs
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giswqs commented Dec 22, 2023

What are coincidental datasets?

@giswqs
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giswqs commented Dec 23, 2023

An updated demo:

88_nasa_earth_data.mp4

@giswqs giswqs merged commit 3d269d9 into master Dec 23, 2023
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@giswqs giswqs deleted the nasa branch December 23, 2023 06:06
@BriannaLind
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Like ones that occur at generally the same time/ date and place...... So for example, it could be like ECOSTRESS, LANDSAT, and VIIRS from the same day and location

@giswqs
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giswqs commented Dec 23, 2023

Yes, it should be feasible with code. Maybe a bit crowded to have the multi-select option on the GUI

@betolink
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For what it's worth, earthaccess will have something like this hopefully soon, see https://github.com/nsidc/earthaccess-gallery/blob/main/notebooks%2Fexplore.ipynb and like @giswqs mentions, it gets a bit crowded for datasets with high temporal coverage.

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giswqs commented Dec 24, 2023

@betolink That's great to hear. It will make my life much easier if earthaccess can retrieve the footprints directly.
I just added support visualizing in-memory raster datasets (#651), including numpy.ndarray and xarray.DataArray, paving the way for visualizing NASA Earth data interactively with leafmap.

@BriannaLind
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@giswqs @betolink very cool. Yeah --- so visually I can see it getting crowded; but as a scientist - it is legit crucial to know where data overlaps + and the quality (ie cloud coverage +) so that decisions can be made, and the scope of feasible questions can be assessed. At this point knowing there is general coverage a data table with some of the quality information would make a world of difference.

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4 participants