mlsanityData to 14 Oct 2026

A Dataset for Research on Water Sustainability

arXiv 2405.17469 ↗First posted 24 May 2024cs.LG cs.AI cs.CYcited by 4

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Abstract (arXiv)

Freshwater scarcity is a global problem that requires collective efforts across all industry sectors. Nevertheless, a lack of access to operational water footprint data bars many applications from exploring optimization opportunities hidden within the temporal and spatial variations. To break this barrier into research in water sustainability, we build a dataset for operation direct water usage in the cooling systems and indirect water embedded in electricity generation. Our dataset consists of the hourly water efficiency of major U.S. cities and states from 2019 to 2023. We also offer cooling system models that capture the impact of weather on water efficiency. We present a preliminary analysis of our dataset and discuss three potential applications that can benefit from it. Our dataset is publicly available at Open Science Framework (OSF)

Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). Builds on 0 of its 23 references that are in the map. First posted on arXiv 24 May 2024.

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Citing papers per year: 2024: 1; 2025: 1; 2026: 2.

4 papers.