Sustainable AI infrastructure: Forecast of global water footprint

EarthArXiv · April 24, 2025 · ✓ verified
  • A global assessment quantifies the water footprint of AI-driven data centers distinguishing between operational water, off-site electricity generation water, and embodied water in hardware manufacture.
  • Scenario-based probabilistic forecasting until 2050 projects global water use could increase more than sevenfold without mitigation, with majority from cooling-related operational use.
  • Mitigation includes improving cooling efficiency, adopting alternative technologies like liquid and immersion cooling, and regional infrastructure planning based on water availability.
  • Focus on efficiency and infrastructure planning aligns AI expansion with long-term sustainability goals and addresses water stress in vulnerable regions.
  • The rapid rise in AI computational demand follows an exponential trend increasing water consumption considerably, highlighting the urgency for sustainable digital infrastructure policies.
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