Evidence for the effect of homes on wildfire suppression costs

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doi:10.1071/WF11095

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Evidence for the effect of homes on wildfire suppression costs

Patricia H. Gude ^A ^D, Kingsford Jones ^B, Ray Rasker ^A and Mark C. Greenwood ^C

^A Headwaters Economics, PO Box 7059, Bozeman MT 59771, USA.
^B ObjectiveStat Consulting, PO Box 501, Manhattan, MT 59741, USA.
^C Montana State University, Department of Mathematical Sciences, PO Box 172400, Bozeman, MT 59717, USA.
^D Corresponding author. Email: patty@headwaterseconomics.org

International Journal of Wildland Fire - http://dx.doi.org/10.1071/WF11095
Submitted: 8 July 2011 Accepted: 29 August 2012 Published online: 3 January 2013





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Abstract

This paper uses wildfires in the Sierra Nevada area of California to estimate the relationship between housing and fire suppression costs. We investigated whether the presence of homes was associated with increased costs of firefighting after controlling for the effects of potential confounding variables including fire size, weather, terrain and human factors such as road access. This paper investigates wildfires in a way that other published studies have not; we analysed costs at the daily level, retaining information that would have been lost had we aggregated the data. We used linear mixed models to estimate the effects of homes on daily costs while incorporating within-fire variation. We conclude that the expected increase in the log daily cost with each unit increase in the log count of homes within 6 miles (~9.7 km) of an active fire is 0.07 (P = 0.005). The findings of this study are in agreement with most other previous empirical studies that have investigated the relationship between fire suppression costs and housing using cumulative fire costs and more generalised data on home locations. The study adds to mounting evidence that increases in housing lead to increases in fire suppression costs.

Additional keywords: California, mixed models, serial correlation, wildland–urban interface.

References

Bartlett JG, Mageean DM, O’Connor RJ (2000) Residential expansion as a continental threat to US coastal ecosystems. Population and Environment 21, 429–468.
| CrossRef |

Bartos M (2008) Place specific character of amenity migration in the Czech Republic. In ‘Proceedings of Understanding and Managing Amenity-led Migration in Mountain Regions’, 15–19 May 2008, Banff, AB. (The Banff Centre: Banff, AB)

Box GEP, Jenkins GM, Reinsel GC (1994) ‘Time Series Analysis: Forecasting and Control’, 3rd edn. (Holden-Day: San Francisco, CA)

Calkin DE, Gebert KM, Jones JG, Neilson RP (2005) Forest Service large fire area burned and suppression expenditure trends, 1970–2002. Journal of Forestry 103, 179–183.

Canton-Thompson J, Thompson B, Gebert KM, Calkin DE, Donovan GH, Jones G (2006) Factors affecting fire suppression costs as identified by Incident Management Teams. USDA Forest Service, Rocky Mountain Research Station, Research Note RMRS-RN-30. (Fort Collins, CO)

Caprio AC, Swetnam TW (1995) Historic fire regimes along an elevational gradient on the west slope of the Sierra Nevada, California. In ‘Proceedings: Symposium on Fire in Wilderness and Park Management’, 30 March–1 April 1993, Missoula, MT. (Eds JK Brown, RW Mutch, CWSpoon, RH Wakimoto) USDA Forest Service, Intermountain Research Station, General Technical Report INT-GTR-320, pp. 173–179. (Ogden, UT)

Collins BP, Omi PN, Chapman PL (2006) Regional relationships between climate and wildfire-burned area in the Interior West, USA. Canadian Journal of Forest Research 36, 699–709.
| CrossRef |

Congressional Research Service (2010) Federal funding for wildfire control and management. CRS Report RL33990. Available at http://ncseonline.org/NLE/CRSreports/10May/RL33990.pdf [Verified 16 June 2011]

Covington WW, Moore MM (1994) Southwestern ponderosa forest structure – changes since Euro-American settlement. Journal of Forestry 92, 39–47.

Donovan GH, Noordijk P, Radeloff V (2008) Estimating the impact of proximity of houses on wildfire suppression costs in Oregon and Washington. In ‘Proceedings of the Second International Symposium on Fire Economics, Planning, and Policy: A Global View’. (Ed. A González-Cabán) USDA Forest Service, Pacific Southwest Research Station, General Technical Report PSW-GTR-208, pp. 697–701. (Albany, CA) Available at http://www.fs.fed.us/psw/publications/documents/psw_gtr208en/psw_gtr208en_697-702_donovan.pdf [Verified 23 October 2012]

Donovan GH, Prestemon JP, Gebert K (2011) The effect of newspaper coverage and political pressure on wildfire suppression costs. Society & Natural Resources 24, 785–798.

Flognfeldt T (2006) Second homes, work commuting and amenity migrants in Norway’s mountain areas. In ‘The Amenity Migrants: Seeking and Sustaining Mountains and Their Cultures’. pp. 232–244. (Cromwell Press: Trowbridge, UK)

GAO (2006) Wildland fire management: update on federal agency efforts to develop a cohesive strategy to address wildland fire threats. General Accounting Office, GAO-06–671R. (Washington, DC)

Gebert KM, Calkin DE, Yoder J (2007) Estimating suppression expenditures for individual large wildland fires. Western Journal of Applied Forestry 22, 188–196.

Glorioso RS (2006) A bioregion in jeopardy: the strategic challenge of amenity migration in Baguio, the Philippines. In ‘The Amenity Migrants: Seeking and Sustaining Mountains and Their Cultures’. pp. 261–277. (Cromwell Press: Trowbridge, UK)

Gude PH, Hansen AJ, Rasker R, Maxwell B (2006) Rates and drivers of rural residential development in the Greater Yellowstone. Landscape and Urban Planning 77, 131–151.
| CrossRef |

Gude PH, Hansen AJ, Jones DA (2007) Biodiversity consequences of alternative future land use scenarios in Greater Yellowstone. Ecological Applications 17, 1004–1018.
| CrossRef |

Gude PH, Rasker R, van den Noort J (2008) Potential for future development on fire-prone lands. Journal of Forestry 106, 198–205.

Hall CM (2006) Amenity migration in South Island of New Zealand: contestation for land and landscape in Central Otago. In ‘The Amenity Migrants: Seeking and Sustaining Mountains and Their Cultures’. pp. 295–305. (Cromwell Press: Trowbridge, UK)

Hammer RB, Stewart SI, Winkler RL, Radeloff VC, Voss PR (2004) Characterizing dynamic spatial and temporal residential density patterns from 1940–1990 across the north central United States. Landscape and Urban Planning 69, 183–199.
| CrossRef |

Harrell F (2001) ‘Regression Modeling Strategies.’ (Springer Verlag: New York)

Hastie T, Tibshirani R, Friedman JH (2009) ‘The Elements of Statistical Learning: Data Mining, Inference, and Prediction.’ (Springer Verlag: New York)

Intergovernmental Panel on Climate Change (2001) Special report on emissions scenarios. Available at http://www.grida.no/publications/other/ipcc_sr/?src=/climate/ipcc/emission/ [Verified 21 September 2012]

Johnson KM (1999) The rural rebound. Reports on Am. 1(3):1–20. Population Reference Bureau. (Washington, DC)

Johnson KM, Beale CL (1994) The recent revival of widespread population growth in nonmetropolitan areas of the United States. Rural Sociology 59, 655–667.
| CrossRef |

Liang J, Calkin DE, Gebert KM, Venn TJ, Silverstein RP (2008) Factors influencing large wildland fire expenditures. International Journal of Wildland Fire 17, 650–659.
| CrossRef |

Littell RC, Milliken GA, Stroup WW, Wolfinger RD, Schabenberger O (2006) ‘SAS for Mixed Models.’ (SAS Publishing: Raleigh-Durham, NC)

Moore MM, Covington WW, Fule PZ (1999) Reference conditions and ecological restoration: a southwestern ponderosa pine perspective. Ecological Applications 9, 1266–1277.

Moss LAG (Ed.) (2006) ‘The Amenity Migration – Seeking and Sustaining Mountains and their Culture.’ (CABI Publishing: Oxford, UK)

NIFC (2011) Wildland fire statistics. (National Interagency Fire Center) Available at http://www.nifc.gov/fireInfo/fireInfo_statistics.html [Verified 13 June 2011]

NWCG (2007) Safety gram: fatalities, entrapments and serious accident summaries for 1999–2010. (National Wildfire Coordinating Group Safety & Health Working Team) Available at http://www.wildfirelessons.net [Verified 16 June 2011]

OIG (2006) Forest service large fire suppression costs. USDA, Office of Inspector General, Report 08601–44-SF. (Washington, DC)

Perlik M (2006) The specifics of amenity migration in the European Alps. In ‘The Amenity Migrants: Seeking and Sustaining Mountains and their Cultures’. (Ed. LAG Moss) pp. 215–231 (CABI Publishing: Wallingford, UK)

Perlik M (2008) Differentiating regional development in mountain areas as a result of global change: theoretical and empirical implications for understanding amenity-seeking behavior. In ‘Proceedings of Understanding and Managing Amenity-led Migration in Mountain Regions’. May 15–19 2008, Banff, AB. (The Banff Centre: Banff, AB)

Pinheiro JC, Bates DM (2000) ‘Mixed-effects Models in S and S-PLUS.’ (Springer Verlag: New York)

Pinheiro P, Bates D, DebRoy S, Sarkar D, R Development Core Team (2011) nlme: linear and nonlinear mixed effects models. R package version 3.1–98. Available at http://www.R-project.org [Verified 16 June 2011]

R Development Core Team (2011) R: a language and environment for statistical computing. (R Foundation for Statistical Computing: Vienna, Austria) Available at http://www.R-project.org [Verified 16 June 2011]

Radeloff VC, Hammer RB, Voss PR, Hagen AE, Field DR, Mladenoff DJ (2001) Human demographic trends and landscape level forest management in the northwest Wisconsin Pine Barrens. Forest Science 47, 229–241.

Radeloff VC, Hammer RB, Stewart SI, Fried JS, Holcomb SS, McKeefry JF (2005) The wildland–urban interface in the United States. Ecological Applications 15, 799–805.
| CrossRef |

Rasker R (2006) An exploration into the economic impact of industrial development versus conservation on western public lands. Society & Natural Resources 19, 191–207.
| CrossRef |

Rasker R, Hansen AJ (2000) Natural amenities and populations growth in the Greater Yellowstone region. Human Ecology Review 7, 30–40.

Rudzitis G (1996) ‘Wilderness and the Changing West.’ (Wiley: New York)

Rudzitis G (1999) Amenities increasingly draw people to the rural west. Rural Development Perspectives 14, 9–14.

Running SW (2006) Is global warming causing more, larger wildfires? Science 313, 927–928.
| CrossRef | CAS |

Schabenberger O, Gotway CA (2005) ‘Statistical Methods for Spatial Data Analysis’, Vol. 64. (CRC Press: Boca Raton, FL)

Schnaiberg J, Riera J, Turner MG, Voss PR (2002) Explaining human settlement patterns in a recreational lake district: Vilas County, Wisconsin, USA. Environmental Management 30, 24–34.
| CrossRef |

Schwarz G (1978) Estimating the dimension of a model. Annals of Statistics 6, 461–464.
| CrossRef |

Snyder G (1999) Strategic holistic integrated planning for the future: Fire protection in the urban/rural/wildland interface (URWIN). In ‘Proceedings of Symposium on Fire Economics, Planning, and Policy: Bottom Lines’, 5–9 April 1999, San Diego, CA. (Eds A González-Cabán, PN Omi) USDA Forest Service, Pacific Southwest Research Station, General Technical Report PSW-173, pp. 159–170. (Washington, DC)

Stephens SL, Ruth LW (2005) Federal forest-fire policy in the United States. Ecological Applications 15, 532–542.
| CrossRef |

Theobald DM, Romme WH (2007) Expansion of the US wildland–urban interface. Landscape and Urban Planning 83, 340–354.
| CrossRef |

Theobald DM, Miller JM, Hobbs NT (1997) Estimating the cumulative effects of development on wildlife habitat. Landscape and Urban Planning 39, 25–36.
| CrossRef |

Vittinghoff E (2005) ‘Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models.’ (Springer Verlag: New York)

Westerling AL, Hidalgo HG, Cayan DR, Swetnam TW (2006) Warming and earlier spring increase western US forest wildfire activity. Science 313, 940–943.
| CrossRef | CAS |

Wolfinger R (1993) Covariance structure selection in general mixed models. Communications in Statistics Simulation and Computation 22, 1079–1106.
| CrossRef |

Yoder J, Gebert K (2012) An econometric model for ex ante prediction of wildfire suppression costs. Journal of Forest Economics 18, 76–89.
| CrossRef |

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