WILDFIRE ANALYTICS
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Jen Beverly, PhD
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Dr. Beverly is an Associate Professor in the Department of Renewable Resources at the University of Alberta and has been studying wildfires for over 25 years. She holds MSc and PhD degrees from the Faculty of Forestry, University of Toronto, and an Honours BES from the University of Waterloo. She is a fire behaviour specialist, a former helitack crew leader (Ontario Fire Ranger), and a former federal government research scientist.

Dr. Beverly’s mission is to develop practical, insightful, and accessible tools and approaches for decision makers working to ensure social and ecological systems thrive in fire prone environments. To this end, she applies a range of methods, including statistical modeling, simulation modeling and spatial analysis, to inform complex decisions. Her fire research studies have addressed a wide range of topics including post-fire ecological effects, fire behavior prediction, fuels measurement, fire-climate interactions, wildfire evacuations, escaped fires, values-at-risk mapping, and strategic fire risk assessment at both community and landscape scales. 

Dr. Beverly's method for community wildfire exposure assessment is promoted nationally by FireSmart Canada and her simple metric of landscape fire exposure is being used by multiple provincial fire management agencies. In recent years, her research has also been broadly applied by a range of practitioners including consultancies and the North American insurance industry. Dr. Beverly has published her work in high-ranking ecological journals including Methods in Ecology and Evolution, Conservation Biology and Landscape Ecology, as well top discipline-focused journals on forest management, wildfire science and natural hazards. 

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Journal Publications

Khan S, Beverly JL, Colaço C, Rego FC, Sequeira AC (2025)  Validating a landscape metric to map fire exposure to hazardous fuels in Portugal. Accepted for publication in Natural Hazards, May 27, 2025.

Khan S, Beverly JL, Colaço C, Rego FC, Sequeira AC (2025)  Applying a Fire Exposure Metric in the Artificial Territories of Portugal: Mafra Municipality Case Study. Fire 8(5):179.

Beverly JL, Schroeder D (2025) Alberta's 2023 wildfires: context, factors and futures. Canadian Journal of Forest Research 55: 1-19​.

Kennedy K, Wheatley M, Beverly JL, James P, Wotton M (2024) A comparative analysis of wildfire initial attack containment objectives and modelling strategies in Ontario, Canada. International Journal of Wildland Fire 33, WF24104.

Forbes A, Beverly JL (2024) Influence of fuel data assumptions on wildfire exposure assessment of the built environment. International Journal of Wildland Fire 33: WF24025.

Karimi N, Mahler P, Beverly JL (2024) Optimizing fuel treatments for community wildfire mitigation planning. Journal of Environmental Management 370: 122325.

Kim AM, Beverly JL, Zahid AA (2024) Directional analysis of community wildfire evacuation capabilities. Safety Science 171: 106378.

Beverly JL, Forbes AM (2023) Assessing directional vulnerability to wildfire. Natural Hazards  117: 831–849.

Phelps N, Beverly JL (2022) Classification of forest fuels in selected fire-prone ecosystems of Alberta, Canada – implications for crown fire behaviour prediction and fuel management. Annals of Forest Science, 79: 40.

​Phelps N, Cameron H, Forbes AM, Schiks T, Schroeder D, Beverly JL (2022) The Alberta Wildland Fuels Inventory Program (AWFIP): data description and reference tables. Annals of Forest Science, 79: 28.

Cameron H, Panda P, Barczyk M, Beverly JL (2022) Estimating boreal forest ground cover vegetation composition from nadir photographs using deep convolutional neural networks. Ecological Informatics 69: 101658.
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Macauley K, McLoughlin N, Beverly JL (2022) Modelling fire perimeter formation in the Canadian Rocky Mountains. Forest Ecology and Management 506: 119958.

Cameron H, Schroeder D, Beverly JL (2022) Predicting black spruce fuel characteristics with Airborne Laser Scanning (ALS). International Journal Wildland Fire 31: 124-135.

Cameron HA, Díaz GM, Beverly JL (2021) Estimating canopy fuel load with hemispherical photographs: a rapid method for opportunistic fuel documentation with smartphones. Methods in Ecology and Evolution 12:2101–2108 . 

Beverly JL, McLoughlin N, Chapman E (2021) A simple metric of landscape fire exposure. Landscape Ecology 36: 785-801.

Beverly JL, Leverkus SER, Schroeder D, Cameron H (2020) Stand-level fuel reduction treatments and fire behaviour in boreal conifer forests. Fire 3(3):35.

Lieffers VJ, Pinno BD, Beverly JL, Thomas BR, Nock C (2020) Reforestation policy has constrained options for managing risks on public forests. Canadian Journal of Forest Research 50: 855–861.

Beverly JL, McLoughlin N (2020) Burn probability simulation and subsequent wildland fire activity in Alberta, Canada – Implications for risk assessment and strategic planning: Reply to Parisien et al. Forest Ecology and Management 460: 117819.

Beverly JL, McLoughlin N. (2019). Burn probability simulation and subsequent wildland fire activity in Alberta, Canada – Implications for risk assessment and strategic planning. Forest Ecology and Management 451: 117490.

Beverly JL (2017) Time since prior wildfire affects subsequent fire containment in black spruce. International Journal of Wildland Fire 26(11): 919-929.

Beverly JL, Bothwell P. (2011). Wildfire evacuations in Canada 1980-2007. Natural Hazards 59: 571-596.

Beverly JL, Flannigan MD, Stocks BJ, Bothwell P (2011) The association between Northern Hemisphere climate patterns and interannual variability in Canadian wildfire activity. Canadian Journal of Forest Research 41: 2193-2201.

Beverly JL, Bothwell P, Conner JCR, Herd EPK (2010) Assessing the exposure of the built environment to potential ignition sources generated from vegetative fuel. International Journal of Wildland Fire 19: 299-313.

Beverly JL, Herd EPK, Conner JCR (2009) Modeling fire susceptibility in west central Alberta, Canada. Forest Ecology and Management 258: 1465-1478.

Beverly JL, Uto K, Wilkes J, Bothwell P (2008) Assessing spatial attributes of forest landscape values: an internet-based participatory mapping approach. Canadian Journal of Forest Research 38: 289-303.

Wotton BM, Beverly JL (2007) Stand specific litter moisture calibrations for the Canadian Fine Fuel Moisture Code. International Journal of Wildland Fire 16: 463-472.

Beverly JL, Wotton BM (2007) Modeling the probability of sustained flaming: predictive value of fire weather index components compared with observations of site weather and fuel moisture conditions. International Journal of Wildland Fire 16: 161-173.

Beverly JL, Martell DL (2005) Characterizing extreme fire and weather events in the Boreal Shield ecozone of Ontario. Agricultural and Forest Meteorology 133: 5-16.

Beverly JL, Martell DL (2004) Modeling prescribed surface-fire regimes for Pinus strobus conservation. Conservation Biology 18: 1541-1552.

Beverly JL, Martell DL (2003) Modeling Pinus strobus mortality following prescribed fire in Quetico Provincial Park, northwestern Ontario. Canadian Journal of Forest Research 33: 740-751.

 

 © 2025 by J. Beverly
Banner photo courtesy Alberta Wildfire - Fire PWF-034 2018
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