Add crop monitoring notebook

[hrodmn]

@zacdezgeo here is what I have so far. I added the section at the bottom to export a CSV for further analysis.

It would be great if you could fill in some more details in the text!

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[zacdezgeo]

@hrodmn; I reviewed your text and added some content to match the format of #2.

@kcarini; I think this would be ready for your review. Let me know if you want to pair on it!

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zacdezgeo commented on 2025-06-06T08:15:20Z
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Line #16.    import rioxarray  # noqa

is this an unused import? Greyed out in my editor locally.

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zacdezgeo commented on 2025-06-06T08:15:21Z
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Line #1.    field_gdf.explore(explore_column)

No idea why the rendering is coming out as the entire globe in reviewNB. Renders appropriately locally.

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zacdezgeo commented on 2025-06-06T08:15:22Z
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Line #3.        parsed: odc.stac.ParsedItem,

parsed and idx are unused in the function. Should we remove them from the function signature?

[zacdezgeo]

@hrodmn, again, really great work! I learned a lot reviewing the notebook. Your approach to anomaly detection and pulling in different data sources is well thought out. I can see others benefiting from it!

I reworded a few sections and moved/centered/resized the image in the introduction paragraph. I left a few comments about code things flagged by my editor, but I'll let you judge if they should be integrated.