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International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Assessing the effect of a fuel break network to reduce burnt area and wildfire risk transmission

Tiago M. Oliveira A B F , Ana M. G. Barros C , Alan A. Ager D and Paulo M. Fernandes E
+ Author Affiliations
- Author Affiliations

A The Navigator Company, Apartado 55, 2901-861 Setúbal, Portugal.

B Centro de Estudos Florestais, Instituto Superior de Agronomia, Universidade de Lisboa, Tapada da Ajuda, 1349-017 Lisbon, Portugal.

C College of Forestry, Oregon State University, 3100 SW Jefferson Way, Corvallis, OR 97333, USA.

D USDA Forest Service, Rocky Mountain Research Station, Missoula Fire Sciences Laboratory, 5775 US Highway 10W, Missoula, MT 59808 USA.

E Centro de Investigação e Tecnologias Agroambientais e Biológicas (CITAB), Universidade de Trás-os-Montes e Alto Douro, Quinta de Prados, 5000-801 Vila Real, Portugal.

F Corresponding author. Email: tiago.oliveira@thenavigatorcompany.com

International Journal of Wildland Fire 25(6) 619-632 https://doi.org/10.1071/WF15146
Submitted: 5 August 2015  Accepted: 25 February 2016   Published: 9 May 2016

Abstract

Wildfires pose complex challenges to policymakers and fire agencies. Fuel break networks and area-wide fuel treatments are risk-management options to reduce losses from large fires. Two fuel management scenarios covering 3% of the fire-prone Algarve region of Portugal and differing in the intensity of treatment in 120-m wide fuel breaks were examined and compared with the no-treatment option. We used the minimum travel time algorithm to simulate the growth of 150 000 fires under the weather conditions historically associated with large fires. Fuel break passive effects on burn probability, area burned, fire size distribution and fire transmission among 20 municipalities were analysed. Treatments decreased large-fire incidence and reduced overall burnt area up to 17% and burn probability between 4% and 31%, depending on fire size class and treatment option. Risk transmission among municipalities varied with community. Although fire distribution shifted and large events were less frequent, mean treatment leverage was very low (1 : 26), revealing a very high cost–benefit ratio and the need for engaging forest owners to act in complementary area-wide fuel treatments. The study assessed the effectiveness of a mitigating solution in a complex socioecological system, contributing to a better-informed wildland fire risk governance process among stakeholders.

Additional keywords: Portugal, risk governance, risk management, wildfire exposure.


References

Agee JK, Skinner CN (2005) Basic principles of forest fuel reduction treatments. Forest Ecology and Management 211, 83–96.
Basic principles of forest fuel reduction treatments.Crossref | GoogleScholarGoogle Scholar |

Agee JK, Bahro BB, Finney MA, Omi PN, Sapsis DB, Skinner CN, van Wagtendonk JW, Weatherspoon CP (2000) The use of shaded fuelbreaks in landscape fire management. Forest Ecology and Management 127, 55–66.
The use of shaded fuelbreaks in landscape fire management.Crossref | GoogleScholarGoogle Scholar |

Ager AA, Finney MA, Kerns BK, Maffei H (2007a) Modeling wildfire risk to northern spotted owl (Strix occidentalis caurina) habitat in central Oregon, USA. Forest Ecology and Management 246, 45–56.
Modeling wildfire risk to northern spotted owl (Strix occidentalis caurina) habitat in central Oregon, USA.Crossref | GoogleScholarGoogle Scholar |

Ager AA, McMahan AJ, Barrett JJ, McHugh CW (2007b) A simulation study of thinning and fuel treatments on a wildland–urban interface in eastern Oregon, USA. Landscape and Urban Planning 80, 292–300.
A simulation study of thinning and fuel treatments on a wildland–urban interface in eastern Oregon, USA.Crossref | GoogleScholarGoogle Scholar |

Ager AA, Finney MA, McMahan AJ, Cathcart J (2010a) Measuring the effect of fuel treatments on forest carbon using landscape risk analysis. Natural Hazards and Earth System Sciences 10, 2515–2526.
Measuring the effect of fuel treatments on forest carbon using landscape risk analysis.Crossref | GoogleScholarGoogle Scholar |

Ager AA, Vaillant NM, Finney MA (2010b) A comparison of landscape fuel treatment strategies to mitigate wildland fire risk in the urban interface and preserve old forest structure. Forest Ecology and Management 259, 1556–1570.
A comparison of landscape fuel treatment strategies to mitigate wildland fire risk in the urban interface and preserve old forest structure.Crossref | GoogleScholarGoogle Scholar |

Ager AAA, Day M, Finney MA, Vance-Borland K, Vaillant NM (2014a) Analyzing the transmission of wildfire exposure on a fire-prone landscape in Oregon, USA. Forest Ecology and Management 334, 377–390.
Analyzing the transmission of wildfire exposure on a fire-prone landscape in Oregon, USA.Crossref | GoogleScholarGoogle Scholar |

Ager AA, Day MA, McHugh CW, Short K, Gilbertson-Day J, Finney MA, Calkin DE (2014b) Wildfire exposure and fuel management on western US national forests. Journal of Environmental Management 145, 54–70.
Wildfire exposure and fuel management on western US national forests.Crossref | GoogleScholarGoogle Scholar | 24997402PubMed |

Ager AA, Day MA, Short KC, Evers CR (2016) Assessing the impacts of federal forest planning on wildfire risk mitigation in the Pacific Northwest, USA. Landscape and Urban Planning 147, 1–17.
Assessing the impacts of federal forest planning on wildfire risk mitigation in the Pacific Northwest, USA.Crossref | GoogleScholarGoogle Scholar |

Alexander ME, Cruz MG (2013) Are the applications of wildland fire behaviour models getting ahead of their evaluation again? Environmental Modelling & Software 41, 65–71.
Are the applications of wildland fire behaviour models getting ahead of their evaluation again?Crossref | GoogleScholarGoogle Scholar |

Amiro B, Stocks B, Alexander M, Flannigan M, Wotton B (2001) Fire, climate change, carbon and fuel management in the Canadian boreal forest. International Journal of Wildland Fire 10, 405–413.
Fire, climate change, carbon and fuel management in the Canadian boreal forest.Crossref | GoogleScholarGoogle Scholar |

Amraoui M, Pereira MG, DaCamara CC, Calado TJ (2015) Atmospheric conditions associated with extreme fire activity in the Western Mediterranean region. The Science of the Total Environment 524–525, 32–39.
Atmospheric conditions associated with extreme fire activity in the Western Mediterranean region.Crossref | GoogleScholarGoogle Scholar | 25889542PubMed |

Barros AMG, Pereira JMC, Lund UJ (2012) Identifying geographical patterns of wildfire orientation: a watershed-based analysis. Forest Ecology and Management 264, 98–107.
Identifying geographical patterns of wildfire orientation: a watershed-based analysis.Crossref | GoogleScholarGoogle Scholar |

Beighley M, Quesinberry M (2004) USA–Portugal wildland fire technical exchange project. USDA Forest Service Final Report. Available at http://dracaena.icnf.pt/EstudosDFCI/Documentacao/2/Portugal_Fire_Tech_Exchange_EN.pdf [Verified 16 April 2015]

Boer MM, Sadler RJ, Wittkuhn RS, McCaw L, Grierson PF (2009) Long-term impacts of prescribed burning on regional extent and incidence of wildfires – evidence from 50 years of active fire management in SW Australian forests. Forest Ecology and Management 259, 132–142.
Long-term impacts of prescribed burning on regional extent and incidence of wildfires – evidence from 50 years of active fire management in SW Australian forests.Crossref | GoogleScholarGoogle Scholar |

Borgatti SP, Everett MG, Freeman LC (2002) ‘Ucinet for Windows: software for social network analysis.’ (Analytic Technologies: Harvard, MA)

Bradstock R, Cary G, Davies I, Lindenmayer D, Price O, Williams R (2012) Wildfires, fuel treatment and risk mitigation in Australian eucalypt forests: insights from landscape-scale simulation. Journal of Environmental Management 105, 66–75.
Wildfires, fuel treatment and risk mitigation in Australian eucalypt forests: insights from landscape-scale simulation.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC38rnvVGitA%3D%3D&md5=61fcb79c74234d03ef1be428ad788fe8CAS | 22531752PubMed |

Brandes U, Wagner D (2004) Analysis and visualization of social networks. In ‘Graph-drawing software’. (Eds M Jünger, P Mutzel) pp. 321–340. (Springer-Verlag: Berlin)

Catry FX, Rego FC, Bação FL, Moreira F (2009) Modeling and mapping wildfire ignition risk in Portugal. International Journal of Wildland Fire 18, 921–931.
Modeling and mapping wildfire ignition risk in Portugal.Crossref | GoogleScholarGoogle Scholar |

Conselho Nacional de Reflorestação – Algarve (CNR-A) (2005) Orientações regionais para a recuperação das áreas ardidas em 2003 e 2004 – Comissão Regional de Reflorestação do Algarve. Ministério da Agricultura e do Desenvolvimento Rural, Secretaria do Desenvolvimento Rural e das Florestas Relatório. Available from http://dracaena.icnf.pt/EstudosDFCI/Documentacao/7/CNR_OE_Recuperacao.pdf [Verified 10 April 2015]

Cochrane M, Moran C, Wimberly M, Baer A, Finney M, Beckendorf K, Eidenshink J, Zhu Z (2012) Estimation of wildfire size and risk changes due to fuels treatments. International Journal of Wildland Fire 21, 357–367.
Estimation of wildfire size and risk changes due to fuels treatments.Crossref | GoogleScholarGoogle Scholar |

Cruz MG (2005) ‘Guia fotográfico para identificação de combustíveis florestais – Região Centro.’ (ADAI: Coimbra, Portugal)

Cruz MG, Alexander ME (2010) Assessing crown fire potential in coniferous forests of western North America: a critique of current approaches and recent simulation studies. International Journal of Wildland Fire 19, 377–398.
Assessing crown fire potential in coniferous forests of western North America: a critique of current approaches and recent simulation studies.Crossref | GoogleScholarGoogle Scholar |

Cruz MG, Fernandes PM (2008) Development of fuel models for fire behaviour prediction in maritime pine (Pinus pinaster Ait.) stands. International Journal of Wildland Fire 17, 194–204.
Development of fuel models for fire behaviour prediction in maritime pine (Pinus pinaster Ait.) stands.Crossref | GoogleScholarGoogle Scholar |

Cruz MG, Sullivan AL, Gould JS, Sims NC, Bannister AJ, Hollis JJ, Hurley RJ (2012) Anatomy of a catastrophic wildfire: the Black Saturday Kilmore East fire in Victoria, Australia. Forest Ecology and Management 284, 269–285.
Anatomy of a catastrophic wildfire: the Black Saturday Kilmore East fire in Victoria, Australia.Crossref | GoogleScholarGoogle Scholar |

DaCamara CC, Calado TJ, Ermida SL, Trigo IF, Amraoui M, Turkman KF (2014) Calibration of the Fire Weather Index over Mediterranean Europe based on fire activity retrieved from MSG satellite imagery. International Journal of Wildland Fire 23, 945–958.
Calibration of the Fire Weather Index over Mediterranean Europe based on fire activity retrieved from MSG satellite imagery.Crossref | GoogleScholarGoogle Scholar |

Duguy B, Alloza JA, Röder A, Vallejo R, Pastor F (2007) Modeling the effects of landscape fuel treatments on fire growth and behaviour in a Mediterranean landscape (eastern Spain). International Journal of Wildland Fire 16, 619–632.
Modeling the effects of landscape fuel treatments on fire growth and behaviour in a Mediterranean landscape (eastern Spain).Crossref | GoogleScholarGoogle Scholar |

European Environment Agency (2012) Corine Land Cover 2006 seamless vector data. Available at http://www.eea.europa.eu/data-and-maps/data/clc-2006-vector-data-version-3 [Verified 24 March 2016]

Fernandes PM (2009) Combining forest structure data and fuel modelling to classify fire hazard in Portugal. Annals of Forest Science 66, 415
Combining forest structure data and fuel modelling to classify fire hazard in Portugal.Crossref | GoogleScholarGoogle Scholar |

Fernandes P, Gonçalves H, Loureiro C, Fernandes M, Costa T, Cruz MG, Botelho H (2009) Modelos de combustível florestal para Portugal. In ‘Actas do 6° congresso florestal nacional’. pp. 348–354. (Sociedade Portuguesa de Ciências Florestais: Lisboa, Portugal)

Fernandes PM (2013) Fire-smart management of forest landscapes in the Mediterranean basin under global change. Landscape and Urban Planning 110, 175–182.
Fire-smart management of forest landscapes in the Mediterranean basin under global change.Crossref | GoogleScholarGoogle Scholar |

Fernandes PM (2015) Empirical support for the use of prescribed burning as a fuel treatment. Current Forestry Reports 1, 118–127.
Empirical support for the use of prescribed burning as a fuel treatment.Crossref | GoogleScholarGoogle Scholar |

Fernandes PM, Loureiro C, Palheiro P, Vale-Gonçalves H, Fernandes MM, Cruz MG (2011) Fuels and fire hazard in blue gum (Eucalyptus globulus) stands in Portugal. Boletín del CIDEU 10, 53–61.

Fernandes PM, Loureiro C, Magalhães M, Ferreira P, Fernandes M (2012) Fuel age, weather and burn probability in Portugal. International Journal of Wildland Fire 21, 380–384.
Fuel age, weather and burn probability in Portugal.Crossref | GoogleScholarGoogle Scholar |

Finney MA (1998) FARSITE: fire area simulator-model development and evaluation. USDA Forest Service, Rocky Mountain Research Station, Research Paper RMRS-RP-4. (Ogden, UT)

Finney MA (2001) Design of regular landscape fuel treatment patterns for modifying fire growth and behavior. Forest Science 47, 219–228.

Finney MA (2002) Fire growth using minimum travel time methods. Canadian Journal of Forest Research 32, 1420–1424.
Fire growth using minimum travel time methods.Crossref | GoogleScholarGoogle Scholar |

Finney MA (2005) The challenge of quantitative risk assessment for wildland fire. Forest Ecology and Management 211, 97–108.
The challenge of quantitative risk assessment for wildland fire.Crossref | GoogleScholarGoogle Scholar |

Finney MA (2006) An overview of FlamMap fire modeling capabilities. In ‘Fuels management – how to measure success: conference proceedings’, 28–30 March 2006, Portland, OR. (Eds PL Andrews, BW Butler) USDA Forest Service, Rocky Mountain Research Station, Proceedings RMRS-P-41, pp. 213–220. (Fort Collins, CO).

Finney MA, Bartlette R, Bradshaw L, Close K, Collins BM, Gleason P, Hao WM, Langowski P, McGinely J, McHugh CW (2003) Fire behavior, fuel treatments, and fire suppression on the Hayman Fire. In ‘Hayman Fire case study’. (Ed. RT Graham) USDA Forest Service, Rocky Mountain Research Station, General Technical Report RMRS-GTR-114, pp. 33–35. (Fort Collins, CO)

Finney MA, Seli RC, McHugh CW, Ager AA, Bahro B, Agee JK (2007) Simulation of long-term landscape-level fuel treatment effects on large wildfires. International Journal of Wildland Fire 16, 712–727.
Simulation of long-term landscape-level fuel treatment effects on large wildfires.Crossref | GoogleScholarGoogle Scholar |

Finney MA, Grenfell IC, McHugh CW, Seli RC, Trethewey D, Stratton RD, Brittain S (2011) A method for ensemble wildland fire simulation. Environmental Modeling and Assessment 16, 153–167.
A method for ensemble wildland fire simulation.Crossref | GoogleScholarGoogle Scholar |

Fischer AP, Charnley S (2012) Risk and cooperation: managing hazardous fuel in mixed-ownership landscapes. Environmental Management 49, 1192–1207.
Risk and cooperation: managing hazardous fuel in mixed-ownership landscapes.Crossref | GoogleScholarGoogle Scholar | 22525987PubMed |

Grove AT, Rackham O (2003) ‘The Nature of Mediterranean Europe.’ (Yale University Press: New Haven, CT)

Haas JR, Calkin DE, Thompson MP (2015) Wildfire risk transmission in the Colorado Front Range, USA. Risk Analysis 35, 226–240.
Wildfire risk transmission in the Colorado Front Range, USA.Crossref | GoogleScholarGoogle Scholar | 25156542PubMed |

Instituto da Conservação da Natureza e Florestas (ICNF) (2013) Cartografia de áreas ardidas 2010, 2011 e 2012. Available at http://www.icnf.pt/portal/florestas/dfci/inc/mapas [Verified 10 April 2015].

Keeley JE (2002) Fire management of California shrubland landscapes. Environmental Management 29, 395–408.
Fire management of California shrubland landscapes.Crossref | GoogleScholarGoogle Scholar | 11830769PubMed |

Loehle C (2004) Applying landscape principles to fire hazard reduction. Forest Ecology and Management 198, 261–267.
Applying landscape principles to fire hazard reduction.Crossref | GoogleScholarGoogle Scholar |

Loureiro C, Fernandes P, Botelho H, Mateus P (2006) A simulation test of a landscape fuel management project in the Marão range of northern Portugal. Forest Ecology and Management 234, S245
A simulation test of a landscape fuel management project in the Marão range of northern Portugal.Crossref | GoogleScholarGoogle Scholar |

Miller C, Ager AA (2013) A review of recent advances in risk analysis for wildfire management. International Journal of Wildland Fire 22, 1–14.
A review of recent advances in risk analysis for wildfire management.Crossref | GoogleScholarGoogle Scholar |

Moghaddas JJ, Collins BM, Menning K, Moghaddas EEY, Stephens SL (2010) Fuel treatment effects on modeled landscape-level fire behavior in the northern Sierra Nevada. Canadian Journal of Forest Research 40, 1751–1765.
Fuel treatment effects on modeled landscape-level fire behavior in the northern Sierra Nevada.Crossref | GoogleScholarGoogle Scholar |

NASA Land Processes Distributed Active Archive Center (LP DAAC) (2001) ‘ASTER L1B.’ (United States Geological Survey (USGS)/Earth Resources Observation and Science (EROS) Center: Sioux Falls, SD)

Oliveira S, Oehler F, San-Miguel-Ayanz J, Camia A, Pereira JMC (2012) Modeling spatial patterns of fire occurrence in Mediterranean Europe using multiple regression and random forest. Forest Ecology and Management 275, 117–129.
Modeling spatial patterns of fire occurrence in Mediterranean Europe using multiple regression and random forest.Crossref | GoogleScholarGoogle Scholar |

Omi PN (1996) The role of fuelbreaks. In ‘Proceedings of the 17th forest vegetation management conference’, 16–18 January 1996, Redding, CA. pp. 89–96. Available at http://www.fvmc.org/PDF/FVMCProc17th(1996).pdf [Verified 27 July 2015]

Pacheco AP, Claro J, Fernandes PM, de Neufville R, Oliveira TM, Borges JG, Rodrigues JC (2015) Cohesive fire management within an uncertain environment: a review of risk handling and decision support systems. Forest Ecology and Management 347, 1–17.
Cohesive fire management within an uncertain environment: a review of risk handling and decision support systems.Crossref | GoogleScholarGoogle Scholar |

Parisien MA, Parks SA, Miller C, Krawchuk MA, Heathcott M, Moritz MA (2011) Contributions of ignitions, fuels, and weather to the spatial patterns of burn probability of a boreal landscape. Ecosystems 14, 1141–1155.
Contributions of ignitions, fuels, and weather to the spatial patterns of burn probability of a boreal landscape.Crossref | GoogleScholarGoogle Scholar |

Parks SA, Parisien M, Miller C (2011) Multiscale evaluation of the environmental controls on burn probability in a southern Sierra Nevada landscape. International Journal of Wildland Fire 20, 815–828.
Multiscale evaluation of the environmental controls on burn probability in a southern Sierra Nevada landscape.Crossref | GoogleScholarGoogle Scholar |

Pereira MG, Trigo RM, DaCamara CC, Pereira JMC, Leite SM (2005) Synoptic patterns associated with large summer forest fires in Portugal. Agricultural and Forest Meteorology 129, 11–25.
Synoptic patterns associated with large summer forest fires in Portugal.Crossref | GoogleScholarGoogle Scholar |

Price OF (2012) The drivers of effectiveness of prescribed fire treatment. Forest Science 58, 606–617.
The drivers of effectiveness of prescribed fire treatment.Crossref | GoogleScholarGoogle Scholar |

Prichard SJ, Kennedy MC (2012) Fuel treatment effects on tree mortality following wildfire in dry mixed conifer forest, Washington State, USA. International Journal of Wildland Fire 21, 1004–1013.
Fuel treatment effects on tree mortality following wildfire in dry mixed conifer forest, Washington State, USA.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XhslKrsbbL&md5=2ce05c93e0e27914d53a31631bbd646aCAS |

Rigolot E (2002) Fuel-break assessment with an expert appraisement approach. In ‘Forest fire research and wildland fire safety: proceedings of IV international conference on forest fire research/2002 wildland fire safety summit’. (Ed. DX Viegas) (Millpress Science Publishers: Rotterdam, the Netherlands)

Rodríguez y Silva F, Molina JR, González-Cabán A, Machuca MÁH (2012) Economic vulnerability of timber resources to forest fires. Journal of Environmental Management 100, 16–21.
Economic vulnerability of timber resources to forest fires.Crossref | GoogleScholarGoogle Scholar |

Rosa IMD, Pereira JMC, Tarantola S (2011) Atmospheric emissions from vegetation fires in Portugal (1990–2008): estimates, uncertainty analysis, and sensitivity analysis. Atmospheric Chemistry and Physics 11, 2625–2640.
Atmospheric emissions from vegetation fires in Portugal (1990–2008): estimates, uncertainty analysis, and sensitivity analysis.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXnvFajs7o%3D&md5=053773f81b64b85668b82844c78e5702CAS |

Salis M, Ager A, Arca B, Finney MA, Bacciu V, Duce P, Spano D (2013) Assessing exposure of human and ecological values to wildfire in Sardinia, Italy. International Journal of Wildland Fire 22, 549–565.
Assessing exposure of human and ecological values to wildfire in Sardinia, Italy.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3sXpvFakt7k%3D&md5=9feb5053ae5b16f7d449090ef8d2bf58CAS |

Salis M, Ager A, Finney MA, Arca B, Spano D (2014) Analyzing spatiotemporal changes in wildfire regime and exposure across a Mediterranean fire-prone area. Natural Hazards 71, 1389–1418.
Analyzing spatiotemporal changes in wildfire regime and exposure across a Mediterranean fire-prone area.Crossref | GoogleScholarGoogle Scholar |

Spatial Ecology LLC (2009) Geospatial Modelling Environment. Available at http://www.spatialecology.com/gme [Verified 26 March 2016]

Stratton RD (2004) Assessing the effectiveness of landscape fuel treatments on fire growth and behavior. Journal of Forestry 102, 32–40.

Syphard AD, Keeley JE, Brennan TJ (2011) Comparing the role of fuel breaks across southern California national forests. Forest Ecology and Management 261, 2038–2048.
Comparing the role of fuel breaks across southern California national forests.Crossref | GoogleScholarGoogle Scholar |

Tedim F, Remelgado R, Martins J, Carvalho S (2015) The largest forest fires in Portugal: the constraints of burned area size on the comprehension of fire severity. Journal of Environmental Biology 36, 133–143.

van Wagtendonk JW (1996) ‘Use of a deterministic fire growth model to test fuel treatments. Sierra Nevada Ecosystems Project: final report to Congress, Vol. II. Assessments and scientific basis for management options.’ (University of California, Davis, Centers for Water and Wildland Resources). pp. 1155–1165.

Varela E, Giergiczny M, Riera P, Mahieu PA, Solino M (2014) Social preferences for fuel break management programs in Spain: a choice modelling application to prevention of forest fires. International Journal of Wildland Fire 23, 281–289.
Social preferences for fuel break management programs in Spain: a choice modelling application to prevention of forest fires.Crossref | GoogleScholarGoogle Scholar |

Vaz E , Nijkamp P, Painho M, Caetano M (2012) A multiscenario forecast of urban change: a study on urban growth in the Algarve. Landscape and Urban Planning 104, 201–211.
A multiscenario forecast of urban change: a study on urban growth in the Algarve.Crossref | GoogleScholarGoogle Scholar |

Viegas DX, Figueiredo AR, Almeida AM, Reva V, Ribeiro LM, Viegas MT, Oliveira R, Raposo JR (2012) Relatório do incêndio florestal de Tavira/São Brás de Alportel. (Centro de Estudos sobre Incêndios Florestais, ADAI/LAETA, Universidade de Coimbra: Coimbra, Portugal) Available at http://www.portugal.gov.pt/media/730414/rel_incendio_florestal_tavira_jul2012.pdf [Verified 10 April 2015]

Weatherspoon CP, Skinner CN (1996) Landscape-level strategies for forest fuel management. In ‘Sierra Nevada ecosystem project: final report to Congress’. (University of California, Davis, Centers for Water and Wildland Resources) pp. 1471–1492.

Wei Y, Rideout D, Kirsch A (2008) An optimization model for locating fuel treatments across a landscape to reduce expected fire losses. Canadian Journal of Forest Research 38, 868–877.
An optimization model for locating fuel treatments across a landscape to reduce expected fire losses.Crossref | GoogleScholarGoogle Scholar |

Wu Z, He HS, Liu Z, Liang Y (2013) Comparing fuel reduction treatments for reducing wildfire size and intensity in a boreal forest landscape of north-eastern China. The Science of the Total Environment 454–455, 30–39.
Comparing fuel reduction treatments for reducing wildfire size and intensity in a boreal forest landscape of north-eastern China.Crossref | GoogleScholarGoogle Scholar | 23542479PubMed |