Fire and Smoke Model Evaluation Experiment (FASMEE)

The Fire and Smoke Model Evaluation Experiment (FASMEE) is a nationwide, multi-agency effort that is advancing fire and smoke science and modeling capabilities. Information from this effort will help land managers in several ways:
- Increase the use of managed fire.
- Improve firefighting strategies.
- Enhance smoke forecasts.
- Better assess carbon stores and fire-climate interactions
FASMEE provides unparalleled opportunities to introduce new technology and the next generation of fire researchers in the largest coordinated fire research project to date.
This collaborative effort facilitates integration of data across the entire smoke management continuum from fuels and fire behavior to plume dynamics, smoke production, smoke transport/chemistry, and other fire effects. FASMEE is aimed at dramatically improving operational modeling systems in use today as well as the next generation of modeling systems and tools expected to become operationally useful in the next 5 to 10 years.
As managers face the challenges presented by ever-larger fires, a changing climate, and increasingly unusual fuel conditions and fire weather, existing fire and smoke modeling systems used in decision making need new data sources. Observational data on wildfire behavior and smoke are difficult to obtain, and existing modeling systems, while heavily relied upon, are necessarily oversimplified. Long-needed upgrades will become possible through FASMEE, a visionary experiment that is collecting critical measurements of fuels, fire behavior, smoke, and other effects, and allowing researchers to ground-truth underlying scientific models.
2023 Learning and Burning
2023 Learning and Burning (Trailer)
FASMEE Overview – 2019 Burn
Data Collection Campaigns
FASMEE data have been collected during campaigns in the U.S. West, Southwest, and Southeast. These campaigns involved large, planned, prescribed burns, which approach wildfires in intensity. As of 2022, the first round of campaigns is complete. Researchers plan on returning to these locations for possible burns in 2023 and 2024.
Western Wildfire Campaign
Data were collected from wildfires and large prescribed burns in Arizona, California, Idaho, Oregon, Utah, and Washington from 2018 thru 2020. This included fuel measurement on the ground and pre- and postfire airborne lidar collections. These data were used to model over 60 wildland fires for source characterization in support of the National Science Foundation WE-CAN project and FIREX-AQ studies funded by the NOAA and NASA.
Southwest Campaign
The FASMEE team successfully completed collected data during two operational stand- replacement prescribed burns in a dense, mixed- conifer/aspen site in 2019 and 2020. The prescribed burns were conducted by the Richfield Ranger District on the Fishlake National Forest, Utah. More than 40 scientists participated collecting fuels, fire behavior, plume dynamics, and smoke data.
Southeast Campaign
In 2021, four prescribed burns were conducted at Fort Stewart, Georgia, in conjunction with several Department of Defense Strategic Environmental Research and Development Program projects.


HBO's Vice News coverage of FASMEE
*the embedded link below will take you to the Vice News site
Watch How the Forest Service Burned Down 2,000 Acres for Research
The U.S. Forest Service is undertaking one of the most ambitious studies of wildfires to date.

BLM coverage of FASMEE
NASA video of fire model used in FASMEE burn
GoPro video inside the fire on Langdon Mountain
The Atlantic
Federal Laboratory Consortium Calendar (FASMEE is featured in March)
FireScience.gov Friday Flash
NASA
Science Focus
Science Magazine
Weather Channel
Wildfire Today
KRCC
Publications
- Phinehas Lampman, Ali Tohidi, Adam K. Kochanski, Antonio Cervantes, Andrew T. Hudak, Leda N. Kobziar, Ryan McCarley, Brian Gullett, Johanna Aurell, Rachel Moore, David C. Vuono, Brent C. Christner, Adam Watts, James Cronan, Roger D. Ottmar. 2024. Bacterial emission factors: A foundation for the terrestrial-atmospheric modeling of bacteria aerosolized by wildland fires
- T. Ryan McCarley, Andrew T. Hudak, Benjamin C. Bright, James Cronan, Paige Eagle, Roger D. Ottmar, Adam Watts. 2024. Generating fuel consumption maps on prescribed fire experiments from airborne laser scanning
- J. Aurell, B. Gullett, A. Holder, F. Kiros, W. Mitchell, A. Watts, Roger D. Ottmar. 2021. Wildland fire emission sampling at Fishlake National Forest, Utah using an unmanned aircraft system
- Emily V Fischer, Jakob Lindaas, Ilana B. Pollack, Lauren A. Garofalo, Matson A. Pothier, Delphine K. Farmer, Sonia M. Kreidenweis, Teresa L. Campos, Frank Flocke, Andrew J. Weinheimer, Denise D. Montzka, Geoffrey S. Tyndall, Brett B. Palm, Qiaoyun Peng, Joel A. Thornton, Wade Permar, Catherine Wielgasz, Lu Hu, Roger D. Ottmar, Joseph Restaino, Andrew T. Hudak, I-Ting Ku, Yong Zhou, Barkley C. Sive, Amy Sullivan, Jeffrey L. Collett. 2020. Emissions of reactive nitrogen from Western U.S. wildfires during summer 2018
- Francisco Mauro, Andrew T. Hudak, Patrick A. Fekety, Bryce Frank, Hailemariam Temesgen, David M. Bell, Matthew J. Gregory, T. Ryan. McCarley. 2021. Regional modeling of forest fuels and structural attributes using airborne laser scanning data in Oregon
- Adam Kochanski, Kirk R. Baker, William E. Mell, Rodman Linn, Ronan Paugam, Yongqiang Liu, Jan Mandel, Aime Fournier, Mary Ann Jenkins, Scott Goodrick, Gary Achtemeier, Fengjun Zhao, Roger D. Ottmar, Nancy H. F. French, Narasimhan Larkin, Timothy Brown, Andrew T. Hudak, Matthew B. Dickinson, Brian Potter, Craig Clements, Shawn P. Urbanski, Susan Prichard, Adam Watts, Derek McNamara. 2019. Fire behaviour and smoke modelling: model improvement and measurement needs for next-generation smoke research and forecasting systems
- Leda N. Kobziar, Melissa R. A. Pingree, Adam Watts, Kellen N. Nelson, Tyler J. Dreaden, Mary Ridout. 2019. Accessing the life in smoke: A new application of unmanned aircraft systems (UAS) to sample wildland fire bioaerosol emissions and their environment
- Susan Prichard, Sim Larkin, Roger D. Ottmar, Nancy H.F. French, Kirk Baker, Tim Brown, Craig Clements, Matthew B. Dickinson, Andrew T. Hudak, Adam Kochanski, Rod Linn, Yongqiang Liu, Brian Potter, William E. Mell, Danielle Tanzer, Shawn P. Urbanski, Adam Watts. 2019. The fire and smoke model evaluation experiment—a plan for integrated, large fire–atmosphere field campaigns
- Yongqiang Liu, Scott Goodrick, Gary Achtemeier. 2018. The weather conditions for desired smoke plumes at a FASMEE burn site
- Yongqiang Liu, Adam Kochanski, Kirk Baker, Ruddy Mell, Rodman Linn, Ronan Paugam, Jan Mandel, Aime Fournier, Mary Ann Jenkins, Scott Goodrick, Gary Achtemeier, Andrew T. Hudak, Matthew Dickson, Brian Potter, Craig Clements, Shawn P. Urbanski, Roger D. Ottmar, Narasimhan Larkin, Timothy Brown, Nancy French, Susan Prichard, Adam Watts, Derek McNamara. 2017. Fire and Smoke Model Evaluation Experiment (FASMEE): Modeling gaps and data needs
- Roger D. Ottmar, J. Kevin Hiers, Bret W. Butler, Craig B. Clements, Matthew B. Dickinson, Andrew T. Hudak, Joseph J. O'Brien, Brian Potter, Eric M. Rowell, Tara Strand, Thomas J. Zajkowski. 2016. Measurements, datasets and preliminary results from the RxCADRE project-2008, 2011 and 2012
- Nancy French - Michigan Technological University
- Craig Clements - San Jose State University
- Lida Kobziar - University of Idaho
- USDA Forest Service Northern Research Station
- USDA Forest Service Rocky Mountain Research Station
- USDA Forest Service Southern Research Station
- USDA Forest Service Northern Region (R1)
- USDA Forest Service Rocky Mountain Region (R2)
- USDA Forest Service Intermountain Region (R4)
- USDA Forest Service Pacific Northwest Region (R6)
- USDA Forest Service Southern Region (R8)
- 1890 Consortium of Historically Black Colleges and Universities
- Northern Arizona University
- Oregon State University
- San Jose State University
- University of Idaho Moscow
- University of Florida
- University of Nevada Reno
- University of Washington
- Desert Research Institute
- Tall Timbers
- Bureau of Land Management
- Department of Defense Strategic Environmental Research and Development Program
- Environmental Protection Agency
- National Aeronautics and Space Administration (NASA)
- National Oceanic and Atmospheric Administration
- National Park Service
- National Science Foundation
- U.S. Geological Survey
Key Personnel
-
Person
Sim Larkin, PhD
Research Meteorologisthttps://research.fs.usda.gov/about/people/sim.larkin -
Person
William E. Mell, PhD
Research Combustion Engineerhttps://research.fs.usda.gov/about/people/william.mell -
Person
Roger D. Ottmar
Research Forester-Emeritus Scientisthttps://research.fs.usda.gov/about/people/roger.ottmar -
Person
Brian Potter, PhD
Research Meteorologisthttps://research.fs.usda.gov/about/people/brian.potter -
Person
Matthew G. Rollins
Program Managerhttps://research.fs.usda.gov/about/people/matthew.rollins -
Person
Adam Watts
Research Biological Scientisthttps://research.fs.usda.gov/about/people/adam.watts -
Person
Sharon M. Hood, PhD
Research Ecologisthttps://research.fs.usda.gov/about/people/sharon.hood -
Person
Michael A. Battaglia, PhD
Research Foresterhttps://research.fs.usda.gov/about/people/michael.battaglia -
Person
Andrew T. Hudak, PhD
Research Foresterhttps://research.fs.usda.gov/about/people/andrew.hudak -
Person
Bret W. Butler, PhD
Research Mechanical Engineerhttps://research.fs.usda.gov/about/people/bret.butler -
Person
Matthew B. Dickinson, PhD
Ecologisthttps://research.fs.usda.gov/about/people/matthew.b.dickinson
