Published January 25, 2025
| Version 1.0
Dataset
Open
PipedWaterAfrica: Geospatial Dataset of Water and Sanitation Access
Authors/Creators
-
1.
Duke Kunshan University
-
2.
Columbia University
Description
This dataset contains 256x256 pixel satellite images obtained from Sentinel and Landsat of areas across Africa, annotated for the presence or absence of piped water and sewage access. The data was curated using ground-truth survey information from Afrobarometer and cleaned to ensure high-quality annotations. The dataset is intended for research and analysis in remote sensing, water and sanitation infrastructure, and sustainable development applications.
Files
R7.csv
Files
(41.1 GB)
| Name | Size | Download all |
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md5:1c10bd84f6d6f4d632a077b2a6a8e220
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71.0 MB | Preview Download |
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md5:2fe0a94b2a831d561a1dc109ccd347fa
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16.6 GB | Preview Download |
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md5:2d42dd833930b48422425f13bab8c9e1
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94.1 MB | Preview Download |
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md5:c2a7dc38e3ae7dfb0d55d495f111c655
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12.2 GB | Preview Download |
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md5:a18ce0beb2d8ad1c9943213f76b97086
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91.6 MB | Preview Download |
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md5:90cb2c260c0f364d3af2be9106e6b8e0
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12.0 GB | Preview Download |
Additional details
Identifiers
- arXiv
- arXiv:2411.19093
Related works
- Is derived from
- Dataset: https://www.afrobarometer.org/ (URL)
- Is described by
- Working paper: arXiv:2411.19093 (arXiv)
Dates
- Available
-
2025-01-26
Software
- Repository URL
- https://github.com/othmaneechc/gee-exporter
- Programming language
- Python
- Development Status
- Active
References
- Echchabi O., Lahlou, A., Talty, N., Manto, J., & Lam, K. L. (2024). Tracking Progress Towards Sustainable Development Goal 6 Using Satellite Imagery. Retrieved from https://arxiv.org/pdf/2411.19093.