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🏆 Edison Awards 2026 Finalist
🤝 Black & Veatch IgniteX
🌱 NREL Industry Growth Forum
☀️ RE+ Las Vegas
🤖 Autonomous Agent Digital Twins Roadmap
💻 AMD Developer Program
🚀 Google for Startups
🧠 NVIDIA Inception Program
☁️ Google NEXT Las Vegas
INDUSTRY SOLUTION

Wildfire Risk &
Vegetation Fire Prevention

Wildfires can total a solar facility. Smoke alone costs 6% of annual revenue. Assess fire risk, monitor fuel loads, and protect your assets with satellite intelligence.

Rising Wildfire Risk Threatens Solar Assets and Revenue

The US experienced 64,897 wildfires in 2024 — a 14.7% increase from the prior year. Solar assets can lose up to 6% of annual revenue from major smoke events, even when fires occur hundreds of miles away (NOAA-funded research). At the facility level, fire losses are significantly driven by overgrown vegetation around inverters, transformers, and combiner boxes.

Darker PV modules absorb heat and raise ambient temperatures, increasing ignition risk in arid and semi-arid climates. Properly managed sites experience 89% fewer fire-related incidents — yet many operators lack systematic fire risk assessment and vegetation fuel management.
64,897
US wildfires in 2024, up 14.7% from prior year
6%
Annual revenue lost from major smoke events alone
89%
Fewer fire incidents at properly managed solar sites

Multi-Factor Fire Risk Scoring From Soil to Sky

Earthflow combines soil moisture, vegetation density, wind patterns, precipitation history, and temperature extremes to produce composite fire risk scores. Monthly satellite monitoring tracks vegetation fuel accumulation around critical infrastructure, turning reactive fire management into proactive prevention.
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Composite Fire Risk Scoring
Combines SMAP soil moisture, NDVI/EVI vegetation density, wind speed and direction, precipitation patterns, and temperature extremes into a multi-factor fire risk assessment for any US location.
🌿
Vegetation Fuel Mapping
Identify high-risk vegetation zones around inverters, transformers, and combiner boxes. NDVI temporal trends detect overgrowth before it becomes a fire hazard. Prioritize mowing and clearing schedules.
🛰
Monthly Satellite Monitoring
Track vegetation fuel accumulation across entire site footprints monthly. Sentinel-2 change detection flags land use changes in surrounding areas that could increase fire exposure.
📐
Defensible Space Analysis
Evaluate clearing adequacy around structures and equipment. Cirra AI provides wildfire vulnerability assessments with defensible space compliance recommendations.

Proactive Fire Management Protects Assets and Revenue

The economics are clear: proper vegetation and fire risk management costs a fraction of a single fire event while delivering 89% fewer incidents. Monthly satellite monitoring catches fuel accumulation before it becomes dangerous.
89%
Fewer Fire Incidents
Properly assessed and managed solar farms experience 89% fewer fire-related incidents, translating to significantly lower insurance premiums and operational costs.
6%
Revenue Protection
Major smoke events cost up to 6% of annual revenue even without direct fire damage. Fire risk awareness and vegetation management protect production.
Monthly
Fuel Load Monitoring
Satellite-based vegetation density tracking replaces infrequent visual inspections. Catch overgrowth around critical infrastructure before it creates fire hazards.
Multi-Factor
Risk Assessment
Soil moisture, vegetation, wind, precipitation, and temperature combined into a single score — not isolated data points from separate consultants.
Metric Traditional Approach With Earthflow
Fire risk assessment Annual consultant review Multi-factor automated scoring
Vegetation monitoring Quarterly visual inspections Monthly satellite NDVI analysis
Fuel load detection Reactive (after incidents) Proactive (trend-based alerts)
Defensible space Periodic compliance checks Continuous satellite verification
Smoke impact awareness Not typically assessed Revenue-at-risk quantification
Data integration Separate weather + vegetation reports Unified soil-sky risk model

Ready to Protect Your Solar Assets?

See how Earthflow turns wildfire risk into managed intelligence.

See Earthflow in Action Explore All Solutions