Field noteConnectivity
Watching a forest for wildfire: a reference design
In a remote forest, the earliest minutes of a fire decide what follows. This reference design shows how a wildfire observing site can watch for smoke, measure fire weather the way agencies already use it, and carry both out of a valley without public coverage1.
A forested slope drawn to scale on real terrain: two guyed camera masts on the ridges, a weather station in a clearing among the trees, and a cell tower with an edge rack on a high point.
Key points
- Ridge cameras, satellites and people each see a fire at a different moment, so the site is built to work with all three.
- Fire weather is measured to the standards agencies already use, so the values drop straight into fire danger rating.
- A private network and an edge rack carry video and weather out of a valley without public coverage.
- Alerts leave the site in an open format, with the evidence that triggered them.
What a forest watch must see
A wildfire observing site answers four questions for a forested valley: is there smoke, how dangerous is the weather, where is the smoke going, and can the people who must act be told in time.
The site in this design is a forested slope on real terrain. Camera masts stand on two ridges, a fire weather station sits in a clearing in the stand, and a private cell tower with an edge rack carries everything out of the valley.
Each part already has a counterpart in agency practice. Fire weather stations feed fire danger ratings that guide decisions on crews, readiness and the safety of firefighters and the public1. The design fits into those systems rather than beside them.
Nothing in a remote forest can depend on a public network or grid power. The site is designed to keep watching, deciding and recording on its own, and to report everything it held once a link returns.
Fire weather, measured the way agencies use it
Fire danger ratings depend on a small set of weather values, measured the same way everywhere. In the United States, fire danger rating stations report temperature, humidity, precipitation, wind and solar radiation every hour1.
The interagency standard is precise about how. Wind is a ten-minute average of at least 600 samples measured at 20 feet, and temperature is an instantaneous reading each hour1.
A stack of the values a fire weather station reports each hour: rainfall, wind speed and direction, air temperature, relative humidity, solar radiation, battery voltage and the time stamp.
Siting matters as much as the sensor. A station should stand in a large open area, at least as far from trees as they are tall and ideally seven times that distance from dense, tall vegetation1.
On a slope, the same standard asks for a south or west exposure, and it asks for the station clock to stay synchronised with Coordinated Universal Time1. These rules make one forest's values comparable with the next.
The station also needs care. Fire danger stations receive at least one maintenance visit a year, and during fire season missing data must be acted on within three days1.
Seeing smoke from the ridges
A camera on a ridge sees a rising smoke column long before anyone on the valley floor. With two masts, the bearings from each camera cross at the fire, which turns a sighting into a location.
The cameras use an open profile for networked video, which covers streaming over an IP network and the pan, tilt and zoom control that lets an operator look closer2.
An interactive horizon calculator. Set the height of the camera mast and the height of a smoke column; it shows how far apart they can be and still see each other over a smooth Earth.
Satellites add a wider view. A public system gives near real-time access to active fire detections, with the location, extent and intensity of fire activity3, and a daily national analysis maps fire and smoke from satellite data4.
Satellites also have gaps. For several hours in the late afternoon, during the peak burn period, no public satellite with infrared sensors provides data, which is why a mission planned for launch in 2029 aims to observe at that time5.
The simulator shows the geometry behind a ridge mast. A taller mast or a higher column pushes the line of sight further over the curve of the Earth, while hills in between can still hide the base of the smoke.
Carrying the picture out of the valley
Video and weather are worth little if they stay in the valley. In this design the cameras and the station join a private mobile network on the tower, a kind of network that standards define for non-public use, often so that data stays within one organisation6.
An edge rack beside the tower reviews the video locally. It flags likely smoke, attaches the camera bearings and the latest weather, and sends a short, complete record instead of a continuous stream.
A systems diagram in four tiers: two ridge cameras, the weather station and an air sensor in the forest; the private cell; the edge rack; and the fire agency and nearby crews. In the outage scenario the satellite backhaul to the agency is cut and the crews still receive alerts.
The rack forwards those records over whatever backhaul the site has, fibre where it exists and satellite where it does not. When the backhaul fails, the rack keeps watching and alerting nearby crews over the private cell, and replays its record in order when the link returns.
Air quality sensors near communities can join the same network. Lower-cost sensors are portable and easy to run, and they are best understood by comparing them side by side with reference monitors7.
Smoke, warnings and the wider picture
Smoke reaches far beyond the fire. Particulate matter from vegetation fires is associated with respiratory and cardiovascular effects, and an international advisory system coordinates fire and smoke forecasts and observations for the countries that need them8.
A warning is only useful if every system can read it. The Common Alerting Protocol is an open, non-proprietary message format for all kinds of alerts, with geographic targeting, several languages and support for digital signatures9.
A timeline of the open formats and public systems a forest observing site builds on, from the alerting protocol and the fire weather station standard to a satellite mission planned for the afternoon burn period.
In this design each alert from the site is written in that format and carries its evidence: the camera bearings, the frames that triggered it and the fire weather at the time. The agency decides; the site supplies the reasons.
Nexus Observatory Inc. designs observing sites like this one so that what a forest site sees can be checked, shared and acted on by the agencies already responsible for it.
Questions and answers
Is this a deployment in a specific forest?
No. It is a reference design that shows how the parts fit together. A real site is designed from its own terrain survey and with the agencies responsible for the area.
Do the cameras replace satellite detection?
No. Cameras watch one valley continuously; satellites see whole regions at the times they pass. Each covers gaps the other leaves5.
Why follow agency standards for the weather station?
Because fire danger ratings are calculated from values measured in a set way, so a station built to the same rules can feed them directly1.
Glossary
References
- Government or regulator: NWCG Standards for Fire Weather Stations, PMS 426-3. National Wildfire Coordinating Group. . fs-prod-nwcg.s3.us-gov-west-1.amazonaws.com (accessed )
- Consortium or technical document: ONVIF Profile S. ONVIF. onvif.org (accessed )
- Government or regulator: Fire Information for Resource Management System (FIRMS). NASA Earthdata. earthdata.nasa.gov (accessed )
- Government or regulator: Hazard Mapping System Fire and Smoke Product. NOAA Office of Satellite and Product Operations. ospo.noaa.gov (accessed )
- Government or regulator: About WildFireSat. Canadian Space Agency. asc-csa.gc.ca (accessed )
- Standard or official statistic: Non-Public Networks (NPN). 3GPP. 3gpp.org (accessed )
- Government or regulator: Air Sensor Toolbox. United States Environmental Protection Agency. epa.gov (accessed )
- Standard or official statistic: WMO Vegetation Fire and Smoke Pollution Warning Advisory and Assessment System (VFSP-WAS). World Meteorological Organization. community.wmo.int (accessed )
- Standard or official statistic: Common Alerting Protocol Version 1.2, OASIS Standard. OASIS. . docs.oasis-open.org (accessed )
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