Uncrewed Aerial System (UAS) Infrared Mapping

UAS Wildland Fire Cooperative (UASWFC)

Performing a night IR flight near a large spot fire

Rogue Reconnaissance is a company at the forefront of using Unmanned Aerial Systems (UAS) for Infrared (IR) mapping of wildland fires. Founded by myself and a fellow experienced wildland firefighter, we bring over two decades of hands-on experience in combating wildland fires. Our journey to establish Rogue Reconnaissance was driven by an in-depth understanding of the challenges and dangers involved in wildland firefighting.

Our primary mission is to harness the power of UAS technology to revolutionize how fire managers receive and act on critical information. By providing real-time, accurate IR mapping, we aim to significantly reduce firefighters' exposure to hazardous conditions, ultimately enhancing the safety and effectiveness of firefighting operations. At Rogue Reconnaissance, we are committed to innovation that protects lives and property, ensuring that each technological advancement takes us closer to a safer and more informed approach to managing wildland fires.

We are also proud to introduce the UAS Wildland Fire Cooperative (UASWFC), an initiative that represents collaboration and innovation at its core. The UASWFC is a cooperative consisting of key partners such as the Oregon Department of Forestry, Rogue Reconnaissance, Scappoose Fire, and Grayback Forestry. The cooperative serves as a Geospatial Hub that supports UAS wildland firefighting activities, providing a centralized resource for data sharing and operational coordination.

The UAS Wildland Fire Cooperative offers an accessible platform for quickly obtaining data downloads, viewing geospatial information, live streaming ongoing fire operations, and accessing critical firefighting resources. It also provides tools for UAS pilots to efficiently upload and process collected data, such as stitching thermal orthomosaics, which are then digitized and delivered in formats like GeoPDFs and shapefiles to Incident Management Teams (IMTs) and ground resources.

In addition to facilitating data sharing, the cooperative creates a space for all UAS pilots engaged in firefighting to come together and contribute their data, ensuring that vital information reaches firefighters and decision-makers as soon as possible. Our goal is to enable UAS technology to have an immediate impact on firefighting operations across the state. By fostering collaboration among the State of Oregon and its contractors, the UASWFC is advancing the role of UAS in wildland fire management and paving the way for new standards in safety, efficiency, and effectiveness.

At Rogue Reconnaissance, we understand the importance of timely and precise information in the fight against wildfires. The UAS Wildland Fire Cooperative represents a significant leap toward realizing our mission of supporting safer, data-driven firefighting efforts—empowering crews on the ground and providing leadership with the insights they need to make informed decisions.

Interactive UAS Data Viewer

UAS Wildland Fire Cooperative Data Hub


A long exposure image of the UAS taking off at night

Like National Infrared Operations (NIROPS), the UASWFC interprets raw IR data and presents it as Intense / Scattered Heat, Isolated Heat, Heat Perimeter, etc. After the data is collected, it is interpreted in the field and uploaded to an online map via Starlink. Fire managers and ground resources have access 24/7, and data can be collected on demand.

Data is collected and processed on the fire line and uploaded to the UASWFC geospatial hub / FTP for immediate access

Katie Curio and Cade Greenup from Scappoose Fire responded to the Lee Falls Road fire near Forest Grove, Oregon. In the absence of crewed aircraft support, Scappoose Fire successfully mapped the entire fire overnight using UAS technology, providing the incident team with an accurate perimeter and fire size in time for the morning briefing.


Is UAS better than NIROPS? It depends...

Swipe right for UAS IR (red), and swipe left to see NIROPS (orange). Both datasets were collected the same night

While UAS IR does a great job gathering detailed data on demand, it can be limited by factors such as complex topography and the size of the incident. On the other hand, last summer on the Tyee Ridge Complex, NIROPS was Unable To Fill (UTF) due to weather, mechanical, and duty day for six shifts. Rogue Reconnaissance could still operate and provide fire managers with critical intelligence. Ideally, having a combination of NIROPS and UAS IR on significant incidents is preferred and can substantially aid in planning and reducing firefighter exposure when necessary.


2000 Acres Flown in One Night

The Cutoff incident near Bonanza, Oregon, was a huge step forward, proving that a quadcopter platform could fly a large incident in one shift. With an interpreted size of 1288 acres, Rogue Reconnaissance could fly 2,000+ acres in one night shift and have the map ready for the team before the morning briefing.


Powerful Mop-up Tool


UAS IR video of the Tyee Ridge Complex near Umpqua, Oregon


Contact Information

Eli Polsky GIS Specialist / Owner 📧:  eli@roguerecon.net  📱: 808-298-6290 ☎: 541-708-2151 🌐:  www.roguerecon.net

Performing a night IR flight near a large spot fire

A long exposure image of the UAS taking off at night

Data is collected and processed on the fire line and uploaded to the UASWFC geospatial hub / FTP for immediate access

Katie Curio and Cade Greenup from Scappoose Fire responded to the Lee Falls Road fire near Forest Grove, Oregon. In the absence of crewed aircraft support, Scappoose Fire successfully mapped the entire fire overnight using UAS technology, providing the incident team with an accurate perimeter and fire size in time for the morning briefing.

Swipe right for UAS IR (red), and swipe left to see NIROPS (orange). Both datasets were collected the same night