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+ # 🇦🇪 UAE Water Intelligence Dataset
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+ A curated collection of open-source water data for the United Arab Emirates, compiled from 20+ international and national data sources.
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+ ## Dataset Description
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+ This dataset aggregates water resource data relevant to UAE decision-makers, covering:
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+
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+ ### Tables Included
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+ | Table | Records | Description | Source |
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+ |-------|---------|-------------|--------|
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+ | `water_balance` | 22 | National water balance 2005-2026 (BCM/yr) | FAO AQUASTAT, UAE MoEI |
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+ | `per_capita` | 22 | Population and per-capita consumption 2005-2026 | World Bank, DEWA, FEWA |
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+ | `desalination_plants` | 15 | Major desalination facilities with capacity, technology, location | GWI DesalData, DEWA, FEWA, ADWEA |
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+ | `groundwater_status` | 10 | Aquifer status, salinity, depletion trends | UAE MoEI, EAD, Hydrogeological Map |
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+ | `water_quality` | 144 | Water quality monitoring across 12 locations (monthly) | EAD, DEWA, municipal reports |
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+ | `climate_indicators` | 22 | Climate variables affecting water 2005-2026 | NASA POWER, WorldClim, UAE NCM |
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+ | `water_stress` | 10 | WRI Aqueduct 4.0 risk indicators for UAE | WRI Aqueduct 4.0 |
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+ | `emirate_profiles` | 7 | Emirate-level water profiles | UAE MoEI, DEWA, FEWA |
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+ | `data_sources_catalog` | 20 | Index of all open-source water data sources | Multiple |
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+ ### Key Statistics (2026)
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+ - **Total water withdrawal:** 4.65 BCM/year
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+ - **Desalination production:** 2.70 BCM/year (58% of supply)
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+ - **Groundwater extraction:** 1.49 BCM/year (declining)
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+ - **Recycled wastewater:** 0.46 BCM/year (growing)
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+ - **Per capita consumption:** 365 L/day (2-3x global average)
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+ - **Water stress score:** 4.8/5 (Extremely High - 98th percentile globally)
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+ ### Original Data Sources
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+ - [FAO AQUASTAT](https://www.fao.org/aquastat/en/)
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+ - [WRI Aqueduct 4.0](https://www.wri.org/aqueduct/data)
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+ - [UAE Bayanat Open Data](https://data.bayanat.ae/en_GB/group/water)
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+ - [World Bank Water Indicators](https://data.worldbank.org/topic/water)
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+ - [NASA GRACE Groundwater](https://grace.jpl.nasa.gov/)
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+ - [NASA POWER Climate](https://power.larc.nasa.gov/)
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+ - [GWI DesalData](https://www.desaldata.com/)
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+ - [WHO/UNICEF JMP](https://washdata.org/)
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+ ## Interactive Dashboard
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+ Explore this data interactively at: [UAE Water Intelligence Platform](https://huggingface.co/spaces/imranmustafa/uae-water-intelligence)
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+ ## License
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+ Data compiled from publicly available open-source sources. Individual source licenses apply.