Fixed camera networks
Mountaintop and tower cameras covering terrain nobody is watching.
We find out about some fires too late
Traditional detection often depends on a person seeing smoke and reporting it. In remote terrain, delayed discovery can allow a small incident to become much more difficult before resources are moving.
Technology approaches
Detection camera networks
Fixed cameras on high ground running automated smoke detection, usually operated regionally rather than by one department.
Before you buy
- Almost always a multi-agency or state-level program. Find out who already runs one near you before buying anything.
- False positive rate matters more than detection rate once it is in service.
Computer-vision smoke detection
Software watching those camera feeds for smoke, and flagging it for a human to confirm.
Satellite-based detection
Thermal anomaly detection from orbit, delivered as an alerting feed.
Before you buy
- Revisit interval decides whether this is useful for initial attack or only for situational awareness.
Satellite fire detection
Thermal detections from orbit, useful for discovery and scale rather than tactical position.
Lightning and ignition intelligence
Strike data used to direct attention where a holdover fire is likely.
Remote sensor networks
Field sensors reporting conditions from places nobody is standing.
Companies working in this area
Listed alphabetically, not ranked. Everything below is reported by the company itself. Being listed is free and is not a recommendation — use the questions above when you talk to any of them.
908 Devices
MX908
A handheld mass spectrometer that identifies unknown chemicals, narcotics and chemical warfare agents at the scene in seconds.
Visit website →Alchera X
FireScout
AI wildfire-detection software that analyzes camera imagery to identify and alert on potential fires.
Visit website →Bertin Environics
ChemProX
Connected handheld chemical detector providing early warning and classification of chemical warfare agents and toxic industrial chemicals.
Visit website →Blackline Safety
EXO 8
Drop-and-go connected area monitor capable of detecting up to eight gases plus gamma radiation while streaming readings and location data to the cloud.
Visit website →Bodytrak
An in-ear monitor measuring core body temperature, heart rate and fatigue, with alerts and location sent to a live dashboard.
Visit website →Butterfly Network
Butterfly iQ3
Smartphone-connected whole-body handheld ultrasound system designed to bring point-of-care imaging to EMS and other mobile clinical environments.
Visit website →Clarius Mobile Health
Clarius PAL HD3
Wireless dual-array handheld ultrasound system providing whole-body point-of-care imaging and telemedicine capability for EMS clinicians.
Visit website →corpuls
corpuls3
Modular monitor/defibrillator with ECG, vital-sign monitoring, defibrillation, wireless data transmission, and telemedicine capabilities for prehospital care.
Visit website →ECO Power Motor
S25-200 Portable Wildland Fire Pump
A 12 kg, two-stage centrifugal fire pump for portable water delivery in wildland and remote-area operations. Gasoline-powered, with multiple starting options.
Visit website →EmberSat
EmberSat continuously analyzes public satellite imagery to identify likely wildfire ignitions, prioritize them, and deliver operational alerts and mapped intelligence to dispatchers across large, remote areas.
Visit website →ExRobotics
ExR-2.5
Certified autonomous inspection robot for potentially explosive industrial environments with LiDAR, cameras, remote operation, autonomous navigation, and configurable sensors.
Visit website →Fire Aside
Fire Aside helps fire agencies manage wildfire mitigation programs and community resilience work.
Visit website →FiSci
Mitigate
Mitigate shows you where fire will go before it starts, which fuel treatments actually reduce that risk and what each costs — and alerts you in real time when something ignites near your values at risk.
Visit website →Flash Weather
Flash Fire
Wildfire risk ahead of ignition: four 0 to 100 fire weather scores, including dry lightning risk, at 2.5 km resolution nationwide, updated hourly and forecast out 7.5 days.
Visit website →FUJIFILM Sonosite
Sonosite MT
Portable point-of-care ultrasound system designed to deliver diagnostic imaging in mobile and space-constrained care environments.
Visit website →Gasmet Technologies
GT5000 Terra
Portable FTIR gas analyzer capable of identifying thousands of gases and simultaneously quantifying multiple compounds in real time.
Visit website →GE HealthCare
Vscan Air CL
Wireless dual-probe handheld ultrasound that connects to Apple and Android mobile devices for portable point-of-care imaging.
Visit website →GrayWolf Sensing Solutions
DirectSense XM
Modular multi-gas sensing platform supporting toxic gases, VOC/PID, oxygen, environmental measurements, mobile-device connectivity, and cloud monitoring.
Visit website →Hamilton Medical
HAMILTON-T1
Rugged critical-care transport ventilator providing advanced invasive and noninvasive ventilation, monitoring, and connectivity for ground and air medical transport.
Visit website →Honeywell
MultiRAE Pro
Wireless multi-threat monitor capable of simultaneously detecting chemical hazards and gamma radiation and transmitting alarms to command personnel.
Visit website →Industrial Scientific
Ventis Pro5
Connected five-gas monitor capable of transmitting real-time readings, alarms, man-down events, and location information.
Visit website →ION Science
Tiger XT
Handheld PID capable of rapidly detecting hundreds of volatile organic compounds and toxic compounds from ppb to high ppm concentrations.
Visit website →Kromek
D5 RIID
Compact wearable radioisotope identification device that continuously detects and identifies radiological threats in real time.
Visit website →Masimo
Rad-97
Portable configurable patient monitor supporting pulse oximetry and optional advanced measurements including capnography and noninvasive blood pressure.
Visit website →Matrix Wildfire
Massive Area Fire Denial
Matrix Wildfire scales residential and municipal protection from isolated yard maintenance into Massive Area Fire Denial (MAFD). Deploying long-duration, non-toxic pre-treatments at critical perimeters, canyons, and community perimeters months in advance of fire season.
Visit website →Medtronic
Capnostream 35
Rugged portable respiratory monitor providing continuous capnography, pulse oximetry, respiratory rate, and integrated respiratory-status assessment for EMS and transport.
Visit website →Metrohm
MIRA DS Advanced
Rugged handheld Raman spectrometer for rapid nondestructive identification of hazardous chemicals, explosives, drugs, and other unknown materials.
Visit website →Mindray
BeneHeart D60
Rugged transport monitor/defibrillator with advanced patient monitoring and real-time prehospital data transmission capabilities.
Visit website →Mirion Technologies
RDS-32
Rugged handheld radiation survey meter with optional external probes, data logging, wireless monitoring, and mobile connectivity.
Visit website →MSA Safety
ALTAIR 5X
Rugged multi-gas detector configurable for combustible gases, oxygen, toxic gases, and PID-based VOC monitoring.
Visit website →OroraTech
OroraTech Wildfire Solution
OroraTech uses satellite data, thermal sensors, AI, alerts, maps, and analytics to detect and monitor wildfires.
Visit website →Pano AI
Pano Rapid Detect
Pano Rapid Detect monitors for wildfire smoke and sends verified incident intelligence to response partners.
Visit website →Philips
Tempus ALS
Lightweight prehospital monitoring and defibrillation system combining the Tempus Pro patient monitor with the Tempus LS-Manual defibrillator.
Visit website →Proengin
AP4C
Handheld flame-spectrometry detector for continuous detection of chemical warfare agents, toxic industrial chemicals, pharmaceutical-based agents, and other chemical threats.
Visit website →Rigaku Analytical Devices
CQL Max-ID
Handheld 1064 nm Raman analyzer for identifying thousands of chemicals, explosives, narcotics, toxic industrial chemicals, and chemical warfare agents.
Visit website →RKI Instruments
GX-6100
Six-gas sample-draw detector with multiple PID options, toxic sensors, combustible-gas monitoring, oxygen monitoring, and Bluetooth emergency-alert sharing.
Visit website →SCHILLER
DEFIGARD Touch 7
Connected emergency monitor/defibrillator offering ECG, capnography, blood pressure, pulse oximetry, CPR feedback, pacing, defibrillation, livestreaming, and ePCR connectivity.
Visit website →Seneca
Seneca Autonomous Aerial Suppression System
Autonomous AI-enabled fire suppression drones that locate fires and deliver Class A foam for rapid initial attack and other wildland firefighting missions.
Visit website →SENSIT Technologies
SENSIT GOLD 3
Connected multi-gas detector for combustible-gas investigation, toxic-gas monitoring, oxygen measurement, gas-leak pinpointing, and emergency response.
Visit website →SlateSafety
BAND V2
An arm-worn monitor that tracks core body temperature, heart rate and exertion, and alerts a safety officer before a firefighter goes down.
Visit website →Smiths Detection
HazMatID Elite
Rugged handheld FTIR chemical identifier designed for on-scene identification of unknown solids and liquids.
Visit website →Squishy Robotics
4-GasPLUS Sensor Robot
Drone-deployable impact-resistant sensor robot providing four-gas monitoring, 360-degree video, GPS, environmental sensing, and mesh-network communications.
Visit website →Taurob
Taurob Operator
ATEX-capable tracked robotic platform for remote inspection, gas detection, spill monitoring, industrial emergency response, and manipulation of valves and equipment.
Visit website →Teledyne FLIR
Griffin G510
Person-portable GC/MS system that identifies unknown gases, liquids, and solids at hazardous-material incidents.
Visit website →Thermo Fisher Scientific
TruDefender FTX
Rugged handheld FTIR chemical identifier for rapid field analysis of unknown solids and liquids.
Visit website →TSI
DustTrak DRX Aerosol Monitor 8534
Portable real-time aerosol monitor that measures particulate concentrations and size fractions for dust, smoke, fumes, mists, and other airborne particulate hazards.
Visit website →ZOLL Medical Corporation
X Series Advanced
Portable EMS monitor/defibrillator combining advanced patient monitoring, defibrillation, ventilation feedback, telemedicine capabilities, and resuscitation data collection.
Visit website →
Something here wrong or out of date? Report inaccurate information · Add a company
Evidence and research
Government, standards and peer-reviewed sources on this problem. Every address here was checked before it was published.
Official resource
FIRMS — Fire Information for Resource Management System
Satellite fire detections, free and public, updated through the day.
Why it matters
Good for discovery and scale. NASA is explicit that these detections are approximate and are not a tactical fire perimeter.
Official resource
FIRMS Frequently Asked Questions
NASA's own account of detection resolution, timing, false alarms and what the data cannot tell you.
Why it matters
Read this before anyone treats a satellite detection as a life-safety fact.
How these sources are labeled
- Official resource
- A government or standards body. Neutral, no commercial interest.
Nothing here is paid placement. Links are chosen because they are the clearest explanation we could find, and labeled so you know who wrote them.