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README.md
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---
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license: other
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license_name: bgi-wgm2012-academic-use
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license_link: https://bgi.obs-mip.fr/grids-and-models-2/grids-and-models-2-2/
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pretty_name: World Gravity Map 2012 (WGM2012) — Modernized GeoParquet
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tags:
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- geophysics
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- gravity
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- earth-science
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- geospatial
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- geoparquet
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- gis
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- remote-sensing
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task_categories:
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- other
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size_categories:
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- 10M<n<100M
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---
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<p align="center">
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<img src="https://i.ibb.co/B2LTcvL8/file-000000006894820a93711cc9f56a27e4.png" width="100%" alt="WGM2012 Modernized banner">
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</p>
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<p align="center">
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<a href="https://github.com/Nora-Research-Lab"><img src="https://img.shields.io/badge/GitHub-Nora--Research--Lab-181717?logo=github" alt="GitHub"></a>
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<a href="https://huggingface.co/NoraResearchLab"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-NoraResearchLab-yellow" alt="Hugging Face"></a>
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<a href="https://www.linkedin.com/company/nora-research-lab"><img src="https://img.shields.io/badge/LinkedIn-NORA%20Research%20Lab-0A66C2?logo=linkedin" alt="LinkedIn"></a>
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<a href="https://x.com/noraresearchlab"><img src="https://img.shields.io/badge/X-@noraresearchlab-000000?logo=x" alt="X"></a>
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</p>
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## Quick Links
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- [GitHub](https://github.com/Nora-Research-Lab)
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- [Hugging Face](https://huggingface.co/NoraResearchLab)
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- [LinkedIn](https://www.linkedin.com/company/nora-research-lab)
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- [X](https://x.com/noraresearchlab)
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# World Gravity Map 2012 (WGM2012) — Modernized
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Global 2′ × 2′ gravity anomaly grids — Bouguer and free-air — from the Bureau
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Gravimétrique International (BGI), converted into a partitioned, machine-readable
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GeoParquet dataset for AI systems, APIs, GIS, and scientific applications.
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Sourced via NORA Research Lab's own [AGDFS](https://agdfs.onrender.com) gravity
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endpoint (tiled global fetch at full native resolution) rather than a fresh
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BGI portal download.
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## Contents
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- `geoparquet/` — point-based GeoParquet partitions (EPSG:4326), one file per 10° latitude band
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- `metadata.json` — provenance, citation, value ranges, license, known gaps
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## Columns
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| Column | Description |
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|---|---|
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| `longitude` / `latitude` | Grid cell centroid (degrees, WGS84) |
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| `bouguer_anomaly_mgal` | Complete spherical Bouguer anomaly (mGal) |
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| `freeair_anomaly_mgal` | Surface free-air anomaly, Molodenski (mGal) |
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| `geometry` | Point geometry (WGS84) |
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**Known gap:** Isostatic anomaly (Airy-Heiskanen, Tc=30km) is part of the
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original WGM2012 release but is not currently exposed by the AGDFS gravity
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endpoint, so it is not included here. See `metadata.json` for details — it
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can be added later if that layer becomes available.
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## Source & Citation
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Bonvalot, S., Briais, A., Kuhn, M., Peyrefitte, A., Vales, N., Biancale, R.,
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Gabalda, G., Moreaux, G., Reinquin, F. & Sarrailh, M. (2012). Global grids:
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World Gravity Map (WGM2012). Bureau Gravimetrique International.
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https://doi.org/10.18168/bgi.23
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## License
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Academic/research use per BGI terms — no warranty on accuracy; BGI is not
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responsible for consequences of use.
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---
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Modernized by **NORA Research Lab**.
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