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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.
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