CSIO will progressively release a suite of Analysis Ready Data products, organized into thematic categories and linked, where relevant, with existing resources such as GLASS products.

1. Environmental Data

  • Land cover and land use (multi-temporal, high-resolution maps)
  • Vegetation indices and ecosystem indicators
  • Surface albedo, radiation, and energy budget variables
  • Land surface temperature and soil moisture
  • Air quality indicators (e.g., aerosols, NO₂, PM proxies)
  • Hydrological variables (precipitation, water bodies, drought/flood indicators)
  • Extreme events and natural hazard indicators (heatwaves, droughts, storms)

2. Social Data

  • Gridded population and demographic indicators
  • Urbanization and built-up area dynamics
  • Infrastructure accessibility and service provision proxies
  • Migration and settlement pattern indicators (where data permit)

3. Economic Data

  • Nighttime lights–based economic activity proxies
  • Gridded estimates of economic output and productivity (where available)
  • Industrial and land-use intensity indicators
  • Indicators relevant to green transition and decarbonization (as products are developed)

4. Integrated Products

  • Combined environmental–social–economic indicators for sustainability and risk assessment
  • Multi-source fused products
    (e.g., satellite + model + in-situ)
  • Long-term time series for trend and attribution analysis

5. Legacy and Linked Products

  • Access to and documentation for established product suites such as GLASS and related high-level satellite information products
  • Links to the GLASS data portal: www.glass.hku.hk

Data Standards and Access

Format:
Analysis Ready Data (e.g., standardized projections, harmonized grids, formats such as NetCDF/GeoTIFF)

Documentation:
Detailed metadata, product user guides, and methodological descriptions

Access:
Web-based data portal with search, preview, and download capabilities; APIs for programmatic access (planned)