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# DCAI: GeoCroissant Recipes
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# DCAI
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## What is GeoCroissant?
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GeoCroissant extends the [MLCommons Croissant](http://mlcommons.org/croissant/1.1) metadata standard with geospatial concepts for GeoAI workflows. It introduces support for spatial and temporal coverage, coordinate reference systems, spatial resolution, band configuration, and time-series metadata.
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## Requirements
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Install the required dependency:
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```bash
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pip install mlcroissant
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```
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## Usage
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Load a GeoCroissant dataset using the `mlcroissant` Python library:
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```python
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import mlcroissant as mlc
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dataset = mlc.Dataset("geocroissant.json")
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```
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## Conformance
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GeoCroissant datasets must declare conformance to both the Croissant and GeoCroissant specifications:
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```json
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"dct:conformsTo": [
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"http://mlcommons.org/croissant/1.1",
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"http://mlcommons.org/croissant/geo/1.0"
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]
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```
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## Authors
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Rajat Shinde, Manil Maskey, Ag Stephens, Harsh Shinde, Joseph Edgerton, Tejasri N, Douglas Fils, Edenna Chen, Claus Weiland, Pedram Ghamisi, Gerald Fenoy, Yuhan Douglas Rao, Omar Benjelloun, Elena Simperl
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GeoCroissant Working Group · [croissant-geo@mlcommons.org](mailto:croissant-geo@mlcommons.org)
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## Acknowledgements
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- MLCommons GeoCroissant Working Group
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- MLCommons Croissant Working Group
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- Open Geospatial Consortium (OGC) GeoAI Domain Working Group

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