Emissions Intelligence

Why emissions intelligence matters:

Emissions Intelligence turns real-world activity into decision-ready emissions data. We build high-resolution, activity-based inventories that reveal where emissions are happening, why they are happening, and which interventions will actually reduce pollution and climate risk—measurably and transparently.

How WEN works:

Activity-based inventories

We link emissions directly to real-world activities—transport flows, industrial production, construction intensity, household energy use, agriculture, and waste systems. Rather than relying on aggregated national totals, we build spatially and temporally resolved inventories that reflect how emissions actually vary across districts, corridors, and communities.

  • Source-linked modeling across sectors
  • District- and sub-district-scale resolution
  • Multi-pollutant inventory development

Verification & transparency

Accurate emissions intelligence requires verification. We integrate satellite data, ground observations, field-based digitization, and geospatial validation to ensure that emission sources are visible, traceable, and measurable

  • Field-based source digitization
  • Satellite and remote-sensing validation
  • Transparent, reproducible data frameworks

Decision-ready insights

Data becomes actionable when linked to modeling, exposure analysis, and policy evaluation. We translate emission inventories into hotspot detection, scenario testing, and intervention impact assessment.

  • Hotspot and exposure analysis
  • Scenario modeling for interventions
  • Policy and compliance evaluation

What we deliver:

  • High-resolution inventories by sector and geography
  • Emissions linked directly to real-world activity
  • Hotspot identification + trend diagnostics
  • Scenario testing for interventions
  • Transparent reporting to reduce greenwashing

Selected Examples

Methods & Tools

Data sources: satellite, ground monitors, activity datasets, time-use, mobility, sectoral stats

Analytics: spatial modeling, exposure assessment, cross-sector systems analysis, scenario evaluation

🌍 Emissions intelligence is the foundation upon which equitable and effective climate and air quality strategies are built.