Urban Planning

— FLO2 · External Environment

Urban Planning & Municipal Air Quality

Distributed ambient air quality monitoring networks for city-scale environmental planning and public health applications.

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Urban air quality planning in India currently relies on a sparse network of reference-grade monitoring stations, typically one or two per city, producing data at a spatial resolution that cannot inform neighbourhood-level policy decisions. The result is that land use planning, industrial zoning, green buffer design and public health intervention are made against averaged city-wide data that masks significant local variation.

Distributed sensor networks change the resolution at which air quality is understood and acted on. FLO2 deploys multi-parameter ambient monitoring infrastructure at the density required to produce spatially meaningful environmental data for urban planners, municipal bodies and infrastructure developers.

Why It Matters

National Clean Air Programme (NCAP) targets require cities to demonstrate measurable AQI improvements, which requires a network dense enough to identify sources, track trends and attribute improvements to specific interventions.
Environmental Impact Assessments for large urban development projects are increasingly expected to include ambient air quality baseline data from the project area, not regional averages.
Smart city and urban infrastructure projects require continuous environmental data as a foundation for adaptive management, not periodic survey data.

What We Offer

Distributed multi-parameter ambient monitoring nodes across neighbourhoods, traffic corridors, industrial boundaries and green spaces.
Spatial AQI mapping with real-time and historical visualisation at node level and interpolated across the monitored area.
Source attribution support correlating time-series data with wind direction, traffic patterns and industrial activity.
Integration with civic systems including GIS platforms, municipal dashboards and CPCB's continuous ambient air quality monitoring framework.
Long-term cloud-logged data infrastructure designed for multi-year deployment.

Benefits

Data-driven clean-air action plans aligned with NCAP.
Neighbourhood-level resolution to support zoning, land use and public health decisions.
Better targeting of mitigation budgets and interventions.
Quantified outcomes for urban planning and EIA reporting.

What FLO2 Provides

01

Distributed Sensor Networks

Multi-parameter ambient monitoring nodes deployed across neighbourhoods, traffic corridors, industrial boundaries and green spaces. Parameters include PM1.0, PM2.5, PM10, CO, NO₂, SO₂, O₃, TVOC, temperature, humidity and barometric pressure.

02

Spatial AQI Mapping

Real-time and historical AQI data visualised at node level and interpolated across the monitored area. Identifies pollution hotspots, seasonal variation and the relationship between land use and air quality outcomes.

03

Source Attribution Support

Time-series data correlated with wind direction, traffic patterns and industrial activity to support source identification, relevant to both regulatory enforcement and urban design.

04

Integration with Civic Systems

Data exportable in formats compatible with GIS platforms, municipal dashboards and national reporting systems including CPCB's continuous ambient air quality monitoring framework.

05

Long-Term Data Infrastructure

Cloud-logged data with historical trend analysis. Designed for multi-year deployment as a permanent environmental monitoring asset, not a one-time survey exercise.

Outcomes

Spatial resolution

Configurable by node density, neighbourhood to city scale

Parameters monitored

Up to 13 per node including gases, particles and meteorological

Data availability

Real-time, cloud-accessible, GIS-exportable

Metric	Observed Range
Spatial resolution	Configurable by node density, neighbourhood to city scale
Parameters monitored	Up to 13 per node including gases, particles and meteorological
Data availability	Real-time, cloud-accessible, GIS-exportable
Regulatory alignment	Structured for CPCB, NCAP and EIA reporting

Define the Monitoring Infrastructure Your City or Project Requires

A scoping engagement identifies monitoring objectives, node placement, applicable regulatory frameworks and the data outputs required for planning and compliance purposes.