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Article

The Influence of Particle Surface Area-to-Mass Ratio on Flame Residence Time and Mass Loss Rate of Forest Fuel Beds

by
Carlos G. Rossa
1,2,3,*,
David A. Davim
3 and
Paulo M. Fernandes
3
1
School of Technology and Management (ESTG), Polytechnic University of Leiria (PL), Apartado 4163, 2411-901 Leiria, Portugal
2
Association for the Development of Industrial Aerodynamics (ADAI), Associate Laboratory of Energy, Transports and Aeronautics (LAETA), University of Coimbra (UC), 3030-788 Coimbra, Portugal
3
Centre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Inov4Agro, University of Trás-os-Montes and Alto Douro (UTAD), Quinta de Prados, 5000-801 Vila Real, Portugal
*
Author to whom correspondence should be addressed.
Submission received: 20 January 2026 / Revised: 10 February 2026 / Accepted: 22 February 2026 / Published: 24 February 2026

Abstract

Combustion duration is a fire behaviour feature relevant for both the effects and management of fire. We burned small-scale laboratory fuel beds (n = 135) of eight fuel types and developed empirical models to describe variation in flame residence and burn-out times, and fuel mass fraction loss rates during flaming and non-flaming combustion; each fuel sample was ignited at once and burned as a pile. Surface area-to-mass ratio of the fuel particles, by itself, allowed accurate prediction of all combustion properties with better performance than surface area-to-volume ratio. Fuel bed structure was also shown to have an influence, fuel load being the variable that further improved all predictions. This work provides evidence that surface area-to-mass ratio is an adequate descriptor of the combustion characteristics of forest fuel beds. Our expectation is that this approach will assist future modelling efforts to obtain simple empirical models to predict the combustion features of free-spreading fires in a wide range of vegetation types.
Keywords: fire effects; combustion properties; empirical models fire effects; combustion properties; empirical models

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MDPI and ACS Style

Rossa, C.G.; Davim, D.A.; Fernandes, P.M. The Influence of Particle Surface Area-to-Mass Ratio on Flame Residence Time and Mass Loss Rate of Forest Fuel Beds. Fire 2026, 9, 94. https://doi.org/10.3390/fire9030094

AMA Style

Rossa CG, Davim DA, Fernandes PM. The Influence of Particle Surface Area-to-Mass Ratio on Flame Residence Time and Mass Loss Rate of Forest Fuel Beds. Fire. 2026; 9(3):94. https://doi.org/10.3390/fire9030094

Chicago/Turabian Style

Rossa, Carlos G., David A. Davim, and Paulo M. Fernandes. 2026. "The Influence of Particle Surface Area-to-Mass Ratio on Flame Residence Time and Mass Loss Rate of Forest Fuel Beds" Fire 9, no. 3: 94. https://doi.org/10.3390/fire9030094

APA Style

Rossa, C. G., Davim, D. A., & Fernandes, P. M. (2026). The Influence of Particle Surface Area-to-Mass Ratio on Flame Residence Time and Mass Loss Rate of Forest Fuel Beds. Fire, 9(3), 94. https://doi.org/10.3390/fire9030094

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