Forest health monitoring.
Fire weather, drought code, canopy vigor, community early warning. Everything a forestry service, timber operator, or remote community needs to see the same picture.
The four monitoring pillars
- Fire weather. A composite Fire Weather Index projected 20 years forward, per stand and per zone.
- Drought code. Seasonal moisture deficit — the leading indicator of both ignition risk and canopy decline.
- Canopy vigor. A greenness-proxy score tuned to your species mix's actual heat, drought, and pest tolerance.
- Community early warning. For community-linked zones, surface evacuation-relevant advisories and smoke thresholds ahead of local broadcast.
Who this is for
Forestry services managing large zones. Timber operators tracking stand-level health across permits. Remote communities in the boreal that need early warning without a full weather-service partnership. The three workflows share one world model.
What ArchipelAI gives you
The Forest Health demo shows the workspace against four sample units — a boreal community catchment, a working timber block, a Sierra WUI zone, and an Acadian ridgeline. The full workspace tracks your own units with per-unit AI briefings and email alerts. Pair with Sentinel Bio — the biodegradable sensor built for the forest floor.
Related reading
- Forestry hub: all forest-health guides — The full guide cluster for forestry services, timber operators, and remote communities.
- Fire Weather Index explained — How the FWI is built and the thresholds that drive operational decisions.
- Canopy vigor monitoring — A physics-informed greenness proxy calibrated with ground truth.
Common questions
- What is the Fire Weather Index and how is it used in forest health monitoring?
- The Fire Weather Index (FWI) is a composite 0–100 score combining drought code, heat, wind, and fuel flammability. It's the standard proxy for ignition potential across boreal and temperate forests, and drives operational decisions from crew staging to community evacuation.
- How does climate change affect boreal forests specifically?
- Warming shortens the frozen season, extends the fire window, increases pest survival, and dries surface fuels. Species like black spruce and balsam fir are highly vulnerable; jack pine and lodgepole pine tolerate more but face rising bark-beetle pressure.
- What is a community-linked early warning feed?
- For remote communities in the boreal, we tag catchment zones as community-linked. That surfaces smoke, evacuation, and access-road advisories ahead of local broadcast and prioritizes them in the workspace.
- How is canopy vigor measured without satellite imagery?
- Our world model estimates a greenness-proxy vigor score from temperature anomaly, precipitation deficit, heat-day count, and species-specific drought and pest vulnerability. When paired with Sentinel Bio ground-truth sensors, the score is calibrated to real observed microclimate.
- Can I plan species shifts with this data?
- Yes. The Forest Health workspace scores each species in your mix against a 20-year climate outlook and suggests candidates with better projected fit for the site.
Run this on your address.
See your address-level flood, fire, wind, heat, and outage scores — plus a 20-year outlook. No login for the demo.