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Update README.md

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@@ -4,7 +4,8 @@ license_name: cc-by-4.0
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  license_link: https://creativecommons.org/licenses/by/4.0/deed.en
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  ---
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- Patched dataset version of the [S1S2Water](https://github.com/MWieland/s1s2_water) dataset. Generated with the provided script by the authors for patching in their [repository](https://github.com/MWieland/s1s2_water).
 
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  If you use this dataset in your work, please cite:
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  license_link: https://creativecommons.org/licenses/by/4.0/deed.en
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  ---
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+ Patched dataset version of the [S1S2Water](https://github.com/MWieland/s1s2_water) dataset. Generated with the provided script by the authors for patching in their [repository](https://github.com/MWieland/s1s2_water). This dataset also contains
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+ and additional metadata.parquet file that is used for faster dataset indexing. The parquet file was generated with the included `generate_metadata.py` script.
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  If you use this dataset in your work, please cite:
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