Map Your City's Emissions, Block by Block.
Neighbourhood-resolution emission hotspots, derived from satellite data and aligned with the GHG Protocol city-scale methods.
SAGE for Cities partitions the metropolitan area into a uniform grid, runs Floodlight's atmospheric quantification independently inside every cell, and resolves the streets, sectors, and infrastructure that actually drive the citywide budget.
City Climate Plans Run on Aggregate Numbers
Most cities report a citywide total. Almost none can show, with measured data, which neighbourhoods produce it.
Aggregate Blindness
Citywide totals hide the few districts and corridors that drive most emissions. Without spatial resolution, climate action plans target the average instead of the source.
Inventory Latency
Conventional municipal inventories are compiled annually from activity data with multi-year lag. By the time the number lands, the policy window has often closed.
Verification Gap
There is no independent way to prove that a low-emission zone, a building retrofit programme, or a transit upgrade actually reduced atmospheric concentration the way the model said it would.
How SAGE for Cities Works
Satellite-measured emissions at the neighbourhood level, refreshed continuously, traceable back to the original observation.
Grid-Based Hotspotting
Partition the city into a uniform grid, typically 3x3 km, refined to 1x1 km in dense districts. Run SAGE inside every cell. The neighbourhoods that drive the budget become impossible to miss.
Multi-Gas Source Attribution
Co-located CO₂, CH₄, NO₂, CO, and SO₂ retrievals distinguish combustion from fugitive emissions and heavy industry from transport. Tells you not just where the emissions are, but what kind.
Multi-Overpass Convergence
Every additional satellite pass approaches from a different wind direction. Spatial precision sharpens automatically with each pass, so the map gets more useful over time.
Measured Climate Action Impact
Quantify the real-world atmospheric impact of low-emission zones, retrofit programmes, and transit investments in months, not years. Independent of the policies' own self-reported figures.
Built for Your Team.
Designed for the people who drive climate strategy and compliance.
Urban Planning
City Planners
See which neighbourhoods, sectors, and corridors actually drive your city's emissions. Place low-emission zones, transit upgrades, and retrofit funding where each tonne avoided costs the least.
Municipal Sustainability
Sustainability Directors
Move beyond GHG Protocol activity-based estimates. Defend net-zero progress to council, citizens, and the press with independently measured atmospheric data.
Public Safety
Emergency Managers
Cross-reference neighbourhood emission maps with climate hazard exposure to identify communities at compounded risk and target adaptation resources accordingly.
Aligned with Leading Frameworks.
Our data and reporting tools help you meet the requirements of major disclosure frameworks.
GHG Protocol
GHG Protocol for Cities (GPC)
C40
C40 Cities Climate Leadership Group
CDP-ICLEI
CDP-ICLEI Unified Reporting System
Race to Zero
UN Race to Zero for Cities
Covenant of Mayors
Global Covenant of Mayors for Climate & Energy
IPCC AR6
IPCC Sixth Assessment Report (Cities chapter)
Powered by Floodlight’s Platform.
Our integrated modules work in harmony to deliver comprehensive climate intelligence.
SAGE for Cities
Grid-based hotspotting and multi-overpass convergence applied at metropolitan scale. The same methodology that quantifies a single asset, extended block-by-block.
Learn moreECO CITY
Building-level emissions and thermal monitoring for municipalities, layered on SAGE for Cities for target-setting, progress tracking, and policy impact measurement.
Learn moreBEACON Module
Climate risk intelligence for understanding physical and transition risks to your assets.
Learn moreReady to Build Climate Resilience?
See how Floodlight can help your municipality plan for a climate-resilient future.