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README.md
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viewer: false
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<img src="MASCOT.png" align="right" width="220" alt="ThousandWorlds mascot">
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# ThousandWorlds
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three-dimensional variables are stored as pressure-level channels, and
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two-dimensional variables are stored as single fields.
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## Quickstart
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| `dataset/fields/all-obs.npz` | `(1760, 53, 32, 64)` | Field archive covering all 5 GCMs with structured whole-field missingness. |
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| `dataset/fields/complete-obs-only.npz` | `(1659, 48, 32, 64)` | Complete-observation field archive. |
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The spectral coefficient archives mirror those field archives with T21
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spherical harmonic coefficients: `dataset/coefficients/*.npz` stores
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`coefficients` with 484 coefficients per field and a `field_mask` for missing
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fields. Whole-field missingness is represented as all-NaN gridded channels and
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as false entries in the spectral `field_mask`.
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Target GCMs are ExoCAM and UM. Auxiliary GCMs are ExoCAM pre-2022, ExoPlaSim,
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and LFRic.
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## Evaluation
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The package includes loaders and metrics for two benchmark protocols:
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<img src="imgs/MASCOT.png" align="right" width="220" alt="ThousandWorlds mascot">
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# ThousandWorlds
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three-dimensional variables are stored as pressure-level channels, and
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two-dimensional variables are stored as single fields.
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## Quickstart
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| `dataset/fields/all-obs.npz` | `(1760, 53, 32, 64)` | Field archive covering all 5 GCMs with structured whole-field missingness. |
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| `dataset/fields/complete-obs-only.npz` | `(1659, 48, 32, 64)` | Complete-observation field archive. |
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**Spectral Coefficients:**
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The spectral coefficient archives mirror those field archives with T21
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spherical harmonic coefficients: `dataset/coefficients/*.npz` stores
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`coefficients` with 484 coefficients per field and a `field_mask` for missing
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fields. Whole-field missingness is represented as all-NaN gridded channels and
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as false entries in the spectral `field_mask`.
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## Evaluation
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The package includes loaders and metrics for two benchmark protocols:
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MASCOT.png → imgs/MASCOT.png
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OVERVIEW.png → imgs/OVERVIEW.png
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