Published July 14, 2026 | Version v3
Dataset Restricted

Global Data Center Water Use and Scarcity Analysis

  • 1. EDMO icon Leiden University, Institute of Environmental Sciences
  • 2. ROR icon Delft University of Technology

Description

 

Repository Structure

 

Data Organization


Inputs

2_energy_and_water_use/: Contains reference data for energy and water calculations
  • Power plant databases: Data is from the WRI global power plant database version 1.30 (Byers et al., 2018; download [here]
  • Electricity grid maps: Power grid geojson from here
  • Climate zone data: Köppen climate zone 1991-2020 tif from Beck et al., 2023
  • Power plant water intensity: Based off of Jin et al., 2019
  • PUE and WUE scenario definitions: Derived from Lei & Masanet, 2022

3_water_scarcity: PCR-GLOBWB model outputs for water scarcity analysis, from Barbarossa et al., 2021
  • *Note*: inputs are not included in downloads due to their size (30 GB). The dataset can be found through the publication above.
4_figures: Basin data for visualization, based on Pfafstetter watershed sub-basin level 5, from HydroBASINS
common: Country boundaries from Natural Earth Data

Outputs


0_webscraping: Raw data collected from data center directories

1_data_etl: Processed and cleaned data center information
  • Geocoded data center locations
  • Pre- and post-manual editing versions
  • Fuzzy matching results
  • Merging data sources
  • Multiple imputation scenarios (min, max, average, baseline) for Big Tech companies

2_energy_and_water_use: Calculated energy and water use of data centers globally
  • Imputed power capacity from floor area
  • Assigned power and water use efficiencies per data center 
  • Direct impact assessments
  • Assigned power grids to data centers
  • Indirect water use of data centers

3_water_scarcity: Water scarcity analysis results
  • Data center water extraction location mappings
  • PCR-GLOBWB extracted values for discharge and abstraction
  • Water scarcity summaries for different climate scenarios (1.5°C, 2.0°C, 3.2°C) at data center locations
  • Water scarcity increases from data-center-driven water use

Files

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Additional details