Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Models for predicting fire ignition probability in graminoids from boreo–temperate moorland ecosystems

Victor M. Santana A B C and Rob H. Marrs A
+ Author Affiliations
- Author Affiliations

A School of Environmental Sciences, University of Liverpool, Liverpool L69 3GP, UK.

B Present address: Department of Plant Biology, Faculty of Biology, University of Barcelona, avinguda Diagonal, 643, 08028 Barcelona, Spain.

C Corresponding author. Email: vm.santana@ua.es

International Journal of Wildland Fire 25(6) 679-684 https://doi.org/10.1071/WF15126
Submitted: 15 July 2015  Accepted: 23 February 2016   Published: 23 May 2016

Abstract

An increase in both the frequency and severity of wildfires in boreo–temperate ecosystems is predicted. Therefore, to develop efficient fire rating systems, the relationship between the fuel moisture content (FMC) of vegetation and ignition thresholds needs to be determined. We developed fire ignition probability models for three graminoid species collected in central England, but common in boreo–temperate ecosystems (Eriophorum angustifolium, E. vaginatum and Molinia caerulea). Specifically, we assessed through laboratory experiments (1) seasonal differences between early spring and late summer in fuel traits such as height, fuel load, fuel bulk density and dead fuel load proportion, and (2) the role of these fuel traits, environmental conditions and dead FMC in determining the probability of ignition. There were seasonal differences in fuel traits among species, with an increase in dead fuel load proportion after winter. The dead FMC was the only variable determining initial sustained ignitions. However, the seasonal differences in dead fuel were not sufficient to affect the FMC threshold at which graminoids start to ignite. Graminoids begin to ignite at high levels of dead FMC, and there are differences between species (from 36.1% to 48.1%). This work assists in improving fire ignition predictions in graminoid-dominated ecosystems by providing warnings based on critical moisture thresholds.

Additional keywords: dead fuel, flammability, fuel moisture content, seasonal variation, wildfire.


References

Aguado I, Chuvieco E, Boren R, Nieto H (2007) Estimation of dead fuel moisture content from meteorological data in Mediterranean areas. Application in fire danger assessment. International Journal of Wildland Fire 16, 390–397.
Estimation of dead fuel moisture content from meteorological data in Mediterranean areas. Application in fire danger assessment.Crossref | GoogleScholarGoogle Scholar |

Albertson K, Aylen J, Cavan G, McMorrow J (2009) Forecasting the outbreak of moorland wildfires in the English Peak District. Journal of Environmental Management 90, 2642–2651.
Forecasting the outbreak of moorland wildfires in the English Peak District.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXos1ektbc%3D&md5=5ec0ba6fc7bf10abbc18fff8742d3c6dCAS | 19321251PubMed |

Bardgett RD, Marsden JH, Howard DC (1995) The extent and condition of heather moorland in the uplands of England and Wales. Biological Conservation 71, 155–161.
The extent and condition of heather moorland in the uplands of England and Wales.Crossref | GoogleScholarGoogle Scholar |

Burrows N, Ward B, Robinson A (1991) Fire behavior in spinifiex fuels on the Gibson Desert Nature Reserve, Western Australia. Journal of Arid Environments 20, 189–204.

Cheney NP, Sullivan A (Eds) (1997) Grassfires: fuel, weather and fire behavior (CSIRO Publishing: Collingwood, Vic).

Crawley MJ (Ed) (2012) The R Book (Wiley: Chichester, NY).

Davies GM, Legg CJ (2008) Developing a live fuel moisture model for moorland fire danger rating, in ‘Forest Fires: Modeling, Monitoring and Management of Forest Fires’ (Eds J de las Heras, CA Brebbia, DX Viegas) pp. 225–236. WIT Transactions on the Environment, vol 119 (WIT Press: Southampton, UK).

de Groot WJ, Wardati , Wang Y (2005) Calibrating the Fine Fuel Moisture Code for grass ignition potential in Sumatra, Indonesia. International Journal of Wildland Fire 14, 161–168.
Calibrating the Fine Fuel Moisture Code for grass ignition potential in Sumatra, Indonesia.Crossref | GoogleScholarGoogle Scholar |

Dimitrakopoulos AP, Mitsopoulos ID, Gatoulas K (2010) Assessing ignition probability and moisture of extinction in a Mediterranean grass fuel. International Journal of Wildland Fire 19, 29–34.
Assessing ignition probability and moisture of extinction in a Mediterranean grass fuel.Crossref | GoogleScholarGoogle Scholar |

Ganteaume A, Lampin-Mallet C, Guijarro M, Hernando C, Jappiot M, Fonturbel T, Pérez-Gorostiaga P, Vega JA (2009) Spot fires: fuel bed flammability and capability of firebrands to ignite fuel beds. International Journal of Wildland Fire 18, 951–969.
Spot fires: fuel bed flammability and capability of firebrands to ignite fuel beds.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhsFaqtLzO&md5=33dde6957fc845b1b865dc30a4dcf210CAS |

Hosmer DW, Lemeshow S (Eds) (2000)’ Applied Logistic Regression’ (Wiley Interscience: New York, NJ).

Krawchuk MA, Moritz MA, Parisien M-A, Van Dorn J, Hayhoe K (2009) Global pyrogeography: the current and future distribution of wildfire. PLoS One 4, e5102
Global pyrogeography: the current and future distribution of wildfire.Crossref | GoogleScholarGoogle Scholar | 19352494PubMed |

Marino E, Madrigal J, Guijarro M, Hernando C, Diez C, Fernandez C (2010) Flammability descriptors of fine dead-fuels resulting from two mechanical treatments in shrubland: a comparative laboratory study. International Journal of Wildland Fire 19, 314–324.
Flammability descriptors of fine dead-fuels resulting from two mechanical treatments in shrubland: a comparative laboratory study.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXlvFWlu7Y%3D&md5=10107a3afaa0dea6bbf8c2843e243e13CAS |

Marrs RH, Phillips JDP, Todd PA, Ghorbani J, Le Duc MG (2004) Control of Molinia caerulea on upland moors. Journal of Applied Ecology 41, 398–411.
Control of Molinia caerulea on upland moors.Crossref | GoogleScholarGoogle Scholar |

Matthews S (2014) Dead fuel moisture research: 1991–2012. International Journal of Wildland Fire 23, 78–92.
Dead fuel moisture research: 1991–2012.Crossref | GoogleScholarGoogle Scholar |

McMorrow J (2011) Wildfire in the United Kingdom: status and key issues, in ‘Second International Association of Wildland Fire Conference on Human Dimensions of Wildland Fire’, 27–29 April 2010, San Antonio, TX. (Eds S McCaffrey, C LeBlanc Fisher) International Association of Wildland Fire, pp. 44–56. (Birmingham, AL, USA)

Milligan AL, Putwain PD, Cox ES, Ghorbani J, Le Duc MG, Marrs RH (2004) Developing an integrated land management strategy for the restoration of moorland vegetation on Molinia caerulea-dominated vegetation for conservation purposes in upland Britain. Biological Conservation 119, 371–385.
Developing an integrated land management strategy for the restoration of moorland vegetation on Molinia caerulea-dominated vegetation for conservation purposes in upland Britain.Crossref | GoogleScholarGoogle Scholar |

Phillips ME (1954) Eriophorum angustifolium Roth. Journal of Ecology 42, 612–622.
Eriophorum angustifolium Roth.Crossref | GoogleScholarGoogle Scholar |

Plucinski MP, Anderson WR, Bradstock RA, Gill AM (2010) The initiation of fire spread in shrublands fuels recreated in the laboratory. International Journal of Wildland Fire 19, 512–520.
The initiation of fire spread in shrublands fuels recreated in the laboratory.Crossref | GoogleScholarGoogle Scholar |

R Development Core Team (2012) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at http://www.R-project.org [Verified 19 April 2016]

Robertson KP, Woolhouse HW (1984) Studies of the seasonal course of carbon uptake of Eriophorum vaginatum in a moorland habitat. Journal of Ecology 72, 423–435.
Studies of the seasonal course of carbon uptake of Eriophorum vaginatum in a moorland habitat.Crossref | GoogleScholarGoogle Scholar |

Santana VM, Marrs RH (2014) Flammability properties of British heathland and moorland vegetation: models for predicting fire ignition. Journal of Environmental Management 139, 88–96.
Flammability properties of British heathland and moorland vegetation: models for predicting fire ignition.Crossref | GoogleScholarGoogle Scholar | 24681648PubMed |

Santana VM, Baeza MJ, Vallejo VR (2011) Fuel structural traits modulating soil temperatures in different species patches of Mediterranean Basin shrublands. International Journal of Wildland Fire 20, 668–677.
Fuel structural traits modulating soil temperatures in different species patches of Mediterranean Basin shrublands.Crossref | GoogleScholarGoogle Scholar |

Taylor K, Rowland AP, Jones HE (2001) Molinia caerulea (L.) Moench. Journal of Ecology 89, 126–144.
Molinia caerulea (L.) Moench.Crossref | GoogleScholarGoogle Scholar |

van Wagner CE (1987) Development and structure of the Canadian forest fire weather index system, Vol. 35 (Canadian Forest Service: Ottawa, QC).

Wein RW (1973) Eriophorum vaginatum L. Journal of Ecology 61, 601–615.
Eriophorum vaginatum L.Crossref | GoogleScholarGoogle Scholar |