Urban Canopy Analytics
Urban canopy analysis, ecosystem services valuation, tree equity scoring, risk management, and compliance reporting — leveraging LiDAR, aerial imagery, i-Tree Eco methodology, and Landsat/Sentinel thermal data.
Canopy Accuracy
Valuation
Tree Equity
Public Map
Purpose-Built for Canadian Municipalities
Purpose & Scope
What this module owns
Clear ownership boundaries prevent duplication and ensure every capability has exactly one authoritative home.
Owns
13Delegated to
5Tree data, risk data
LiDAR/aerial analysis, heat maps
ML classification, prediction
Dashboards, council reports
Public tree map, open data
These capabilities are handled by dedicated modules and consumed via stable API contracts — keeping boundaries clean and ownership unambiguous.
Core Capabilities
What it does
4 capability groups comprising 15 discrete capabilities — each with API surface, business rules, and data ownership.
Measure municipal-wide and per-zone canopy cover using aerial orthophotography or LiDAR classification with land-use breakdown.
Methodology
Aerial orthophotography and/or LiDAR point-cloud classification for sub-metre accuracy.
Land-Use Breakdown
Canopy percentage by land-use type — residential, commercial, industrial, institutional, parks.
Per-Zone
Municipal-wide total plus ward, neighbourhood, and census tract level analysis.
Analyze canopy cover by ward, neighbourhood, and census tract alongside demographic data for equity assessment.
Geographic Levels
Ward, neighbourhood, census tract — each with canopy percentage and tree density.
Demographics
Overlay with demographic data — income, age, ethnic diversity for equity analysis.
Ranking
Rank areas by canopy cover to prioritize planting investments.
Multi-year canopy comparison identifying gain/loss hotspots and projecting future trends.
Multi-Year
Compare canopy cover across multiple analysis years to detect trends.
Hotspots
Identify gain and loss hotspots — development, disease, planting program impact.
Projection
Project future canopy based on current trends, planting programs, and development pipeline.
Overlay Landsat/Sentinel thermal imagery to correlate heat island intensity with canopy coverage gaps.
Thermal Imagery
Landsat and Sentinel satellite thermal data processed into heat-island intensity maps.
Canopy Correlation
Statistical correlation between canopy coverage and surface/air temperature.
Priority Areas
Identify high-heat/low-canopy areas for targeted tree planting and cooling strategies.
Generate configurable tree equity scores using sociodemographic indicators (income, minority, senior, child) to prioritize equity-based planting.
Indicators
Sociodemographic: median income, visible minority %, seniors %, children %, health indicators.
Configurable
Adjustable weighting for each indicator based on municipal priorities.
Prioritization
Equity-based planting prioritization — direct resources to underserved areas.
Every module owns a single bounded context, exposes stable APIs, and can be composed into any Civic product — that's the architecture that scales.
Krutik Parikh
Creator of Civic
Data Model
Entity Architecture
3 entities with 3 relationships — the authoritative schema for this bounded context.
Entities
Select an entity to explore its fields and relationships
API Surface
Integration Endpoints
8 RESTful endpoints across 7 resource groups — plus 3 domain events for async integration.
/api/v1/forestry/canopy
Canopy cover analysis by year, ward, land-use
/api/v1/forestry/canopy/change
Multi-year canopy change detection with hotspots
Ecosystem
Products that depend on this module
5 Civic products consume Urban Canopy Analytics — making it one of the most critical platform services in the ecosystem.
Forestry & Urban Canopy
Primary consumer — canopy analysis, ecosystem services, tree equity, reporting
View product →
Climate & ESG
Carbon sequestration data, canopy as natural asset, heat island analysis
View product →
Analytics & BI
Urban forest dashboards, ecosystem service KPIs, equity scorecards
View product →
GIS
Canopy layers, heat island maps, tree equity visualization
View product →
Open Data Portal
Public tree map, canopy data, ecosystem service valuations
View product →
Technical Specifications
Performance, Compliance & Configuration
Canopy Measurement
Ecosystem Valuation
Tree Equity
Public Map
Reporting
Availability
FAQ
Frequently Asked Questions
Ready to Integrate
Build on Urban Canopy Analytics
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