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  # NestEO: Modular and Hierarchical EO Dataset Framework
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  NestEO is a hierarchical, resolution-aligned, UTM-based nested grid dataset framework supporting general-purpose, multi-scale multimodal Earth Observation workflows. Built from diverse EO sources and enriched with metadata for landcover, climate zones, and population, it enables scalable, representative and progressive sampling for AI4EO.
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  **Grid Levels**: 120000m, 12000m, 2400m, 1200m, 600m, 300m, 150m
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  **Grid Metadata**: ESA WorldCover proportions, GHSL, Köppen Climate
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  **Current Datasets**: Wyvren Hyperspectral, Satellogic Newsat
 
 
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  **License**: CC-BY-4.0
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  **More Info**: See [paper](link), [GitHub](https://github.com/mbzuai-oryx/NestEO).
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  └── versions/ # Information about snapshots for version control
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  ```
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  **How to Use**
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  * Load a grid from grids/ (e.g., grid_1200m.parquet).
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  This is an initial prototype release. Some EO source folders are partially populated, and ongoing ingestion is underway. Metadata filtering and source-pairing are fully supported.
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  **Contributing**
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  * Benchmarks and model evaluations
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  # NestEO: Modular and Hierarchical EO Dataset Framework
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  NestEO is a hierarchical, resolution-aligned, UTM-based nested grid dataset framework supporting general-purpose, multi-scale multimodal Earth Observation workflows. Built from diverse EO sources and enriched with metadata for landcover, climate zones, and population, it enables scalable, representative and progressive sampling for AI4EO.
 
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  **Grid Levels**: 120000m, 12000m, 2400m, 1200m, 600m, 300m, 150m
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  **Grid Metadata**: ESA WorldCover proportions, GHSL, Köppen Climate
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  **Current Datasets**: Wyvren Hyperspectral, Satellogic Newsat
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+ **Zones**: UTM 1N–60N, 1S–60S and Polar North/South
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+ **Formats**: Parquet, GeoParquet, Zarr (planned)
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  **License**: CC-BY-4.0
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  **More Info**: See [paper](link), [GitHub](https://github.com/mbzuai-oryx/NestEO).
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  └── versions/ # Information about snapshots for version control
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  ```
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+ ## Dataset Structure
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+ - Each tile includes a unique `tile_id`, `super_id`, and spatial geometry.
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+ - Grouped by zone directories: `grid_2400m/grid_37N_2400.parquet`
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  **How to Use**
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  * Load a grid from grids/ (e.g., grid_1200m.parquet).
 
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  This is an initial prototype release. Some EO source folders are partially populated, and ongoing ingestion is underway. Metadata filtering and source-pairing are fully supported.
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+ **Limitations**
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+ - Current version includes only structural grid and metadata, along with a few EO data sources
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+ - Further EO content layers (imagery, land cover, auxillary layers etc.) to be added in coming updates
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  **Contributing**
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  * Benchmarks and model evaluations
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+ ## Citation
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+ TBD – upon official release.