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A place for notebook examples related to the Amazon Sustainability Data Initiative (ASDI)
@sharkinsspatial once you upload the notebook to this repo I can go through an make it work on SMSL
Sagemaker studio lab has a built in shortcut for quickly creating new conda
environments as seen in
https://github.com/aws/studio-lab-examples/blob/main/geospatial-data-science/NOAA_Exploratory_Analysis/EDA_weather_climate.ipynb
and described in https://github.com/aws/studio-lab-examples/tree/main/custom-environments
We should adopt this approach to keep each example isolated with it's own dependencies.
conda
yml defining both conda installed libraries and pip required libraries when neededget_all_items
is now deprecated and should be replaced https://pystac-client.readthedocs.io/en/stable/api.html#pystac_client.ItemSearch.items.
https://app.reviewnb.com/developmentseed/asdi-examples/blob/main/examples%2Fcop-dem-glo-30-stac-access.ipynb
Notebook example here: https://gist.github.com/alexgleith/0d705d526b596b7a00fbfa589b5d3fd0
Issue is storing the proj:epsg
field as a float:
'proj:epsg': 4326.0,
The spec says it should be int
geopandas is imported but doesn't actually seem to be used. Consider removing from notebook and env.
https://github.com/developmentseed/asdi-examples/blob/main/cop-dem/cop-dem-glo-30-stac-access.ipynb
Per SMSL advise the notebook https://github.com/developmentseed/asdi-examples/blob/main/examples/sentinel-1-stac-example.ipynb needs to be updated to work.
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