Abstract
We estimate area burned in southern California at mid-century (2046–2065) for the Intergovernmental Panel on Climate Change A1B scenario. We develop both regressions and a parameterization to predict area burned in three ecoregions, and apply present-day (1981–2000) and future meteorology from the suite of general circulation models to these fire prediction tools. The regressions account for the impacts of both current and antecedent meteorological factors on wildfire activity and explain 40–46 % of the variance in area burned during 1980–2009. The parameterization yields area burned as a function of temperature, precipitation, and relative humidity, and includes the impact of Santa Ana wind and other geographical factors on wildfires. It explains 38 % of the variance in area burned over southern California as a whole, and 64 % of the variance in southwestern California. The parameterization also captures the seasonality of wildfires in three ecoregions of southern California. Using the regressions, we find that area burned likely doubles in Southwestern California by midcentury, and increases by 35 % in the Sierra Nevada and 10 % in central western California. The parameterization suggests a likely increase of 40 % in area burned in southwestern California and 50 % in the Sierra Nevada by midcentury. It also predicts a longer fire season in southwestern California due to warmer and drier conditions on Santa Ana days in November. Our method provides robust estimates of area burned at midcentury, a key metric which can be used to calculate the fire-related effects on air quality, human health, and the associated costs.
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References
Abatzoglou JT, Barbero R, Nauslar NJ (2013) Diagnosing Santa Ana winds in southern California with synoptic-scale analysis. Weather Forecast 28:704–710
Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon W-T, Laprise R, Rueda VMA, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional Climate Projections. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: working group I: the physical science basis. Cambridge University Press, Cambridge
Conil S, Hall A (2006) Local regimes of atmospheric variability: A case study of southern California. J Clim 19:4308–4325
Flannigan MD, Logan KA, Amiro BD, Skinner WR, Stocks BJ (2005) Future area burned in Canada. Clim Change 72:1–16
Hanninen OO, Salonen RO, Koistinen K, Lanki T, Barregard L, Jantunen M (2009) Population exposure to fine particles and estimated excess mortality in Finland from an East European wildfire episode. J Expo Sci Environ Epidemiol 19:414–422
Hickman J (1993) The Jepson manual: higher plants of California. University of California Press, Berkeley
Hlavka DL, Palm SP, Hart WD, Spinhirne JD, McGill MJ, Welton EJ (2005) Aerosol and cloud optical depth from GLAS: results and verification for an October 2003 California fire smoke case. Geophys Res Lett 32:L22S07. doi:10.1029/2005GL023413
Hughes M, Hall A (2010) Local and synoptic mechanisms causing Southern California’s Santa Ana winds. Clim Dyn 34:847–857
Hughes M, Hall A, Kim J (2011) Human-induced changes in wind, temperature and relative humidity during Santa Ana events. Clim Change 109:119–132
Jones C, Fujioka F, Carvalho LMV (2010) Forecast skill of synoptic conditions associated with Santa Ana winds in southern California. Mon Weather Rev 138:4528–4541
Keeley JE, Safford H, Fotheringham CJ, Franklin J, Moritz M (2009) The 2007 southern California wildfires: lessons in complexity. J For 107:287–296
Kunzli N, Avol E, Wu J, Gauderman WJ, Rappaport E, Millstein J, Bennion J, McConnell R, Gilliland FD, Berhane K, Lurmann F, Winer A, Peters JM (2006) Health effects of the 2003 southern California wildfires on children. Am J Respir Crit Care Med 174:1221–1228
Lenihan JM, Bachelet D, Neilson RP, Drapek R (2008) Response of vegetation distribution, ecosystem productivity, and fire to climate change scenarios for California. Clim Change 87:S215–S230
Littell JS, McKenzie D, Peterson DL, Westerling AL (2009) Climate and wildfire area burned in western U. S. ecoprovinces, 1916–2003. Ecol Appl 19:1003–1021
McKenzie D, Raymond CL, Kellogg LKB, Norheim RA, Andreu AG, Bayard AC, Kopper KE, Elman E (2007) Mapping fuels at multiple scales: landscape application of the Fuel Characteristic Classification System. Can J For Res 37:2421–2437
Meehl GA, Covey C, Delworth T, Latif M, McAvaney B, Mitchell JFB, Stouffer RJ, Taylor KE (2007) The WCRP CMIP3 multi-model dataset: a new era in climate change research. Bull Am Meteorol Soc 88:1383–1394
Mesinger F, DiMego G, Kalnay E, Mitchell K, Shafran PC, Ebisuzaki W, Jovic D, Woollen J, Rogers E, Berbery EH, Ek MB, Fan Y, Grumbine R, Higgins W, Li H, Lin Y, Manikin G, Parrish D, Shi W (2006) North American regional reanalysis. Bull Am Meteorol Soc 87:343–360
Miller NL, Schlegel NJ (2006) Climate change projected fire weather sensitivity: California Santa Ana wind occurrence. Geophys Res Lett 33:L15711. doi:10.1029/2006gl025808
Moritz MA (1997) Analyzing extreme disturbance events: fire in Los Padres National Forest. Ecol Appl 7:1252–1262
Mott JA, Meyer P, Mannino D, Redd SC, Smith EM, Gotway-Crawford C, Chase E (2002) Wildland forest fire smoke: health effects and intervention evaluation, Hoopa, California, 1999. Western J Med 176:157–162
Ottmar RD, Sandberg DV, Riccardi CL, Prichard SJ (2007) An overview of the Fuel Characteristic Classification System—Quantifying, classifying, and creating fuelbeds for resource planning. Can J For Res 37:2383–2393
Peterson SH, Moritz MA, Morais ME, Dennison PE, Carlson JM (2011) Modelling long-term fire regimes of southern California shrublands. Int J Wildland Fire 20:1–16
Pfister GG, Wiedinmyer C, Emmons LK (2008) Impacts of the fall 2007 California wildfires on surface ozone: Integrating local observations with global model simulations. Geophys Res Lett 35:L19814. doi:10.1029/2008gl034747
Preisler HK, Westerling AL, Gebert KM, Munoz-Arriola F, Holmes T (2011) Spatially explicit forecasts of large wildland fire probability and suppression costs for California. Int J Wildland Fire 20:508–517
Raphael MN (2003) The Santa Ana Winds of California. Earth Interactions 7:1–13
Richardson LA, Champ PA, Loomis JB (2012) The hidden cost of wildfires: economic valuation of health effects of wildfire smoke exposure in Southern California. J For Econ 18:14–35
Safford HD (2007) Man and fire in Southern California: doing the math. Fremontia 35:25–29
Schoennagel T, Veblen TT, Romme WH (2004) The interaction of fire, fuels, and climate across Rocky Mountain forests. Bioscience 54:661–676
Schroeder M, Glovinsky M, Hendricks V, Hood F, Hull M, Jacobson H, Kirkpatrick R, Krueger D, Mallory L, Oertel A, Reese R, Sergius L, Syverson C (1964) Synoptic weather types associated with critical fire weather. Pacific Southwest Forest and Range Experiment Station, Berkeley, CA
Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (2007) Climate Change 2007: Working Group I: The Physical Science Basis. Cambridge University Press, Cambridge
Spracklen DV, Mickley LJ, Logan JA, Hudman RC, Yevich R, Flannigan MD, Westerling AL (2009) Impacts of climate change from 2000 to 2050 on wildfire activity and carbonaceous aerosol concentrations in the western United States. J Geophys Res 114:D20301. doi:10.1029/2008jd010966
Syphard AD, Radeloff VC, Keeley JE, Hawbaker TJ, Clayton MK, Stewart SI, Hammer RB (2007) Human influence on California fire regimes. Eco Appl 17:1388–1402
Syphard AD, Radeloff VC, Keuler NS, Taylor RS, Hawbaker TJ, Stewart SI, Clayton MK (2008) Predicting spatial patterns of fire on a southern California landscape. Int J Wildland Fire 17:602–613
Van Wagner CE (1987) The development and structure of the Canadian forest fire weather index system. Canadian forest service, forest technical report 35, Ottawa, Canada
Westerling AL, Bryant BP (2008) Climate change and wildfire in California. Clim Change 87:S231–S249
Westerling AL, Gershunov A, Brown TJ, Cayan DR, Dettinger MD (2003) Climate and wildfire in the western United States. Bull Am Meteorol Soc 84:595–604
Westerling AL, Cayan DR, Brown TJ, Hall BL, Riddlea LG (2004) Climate, Santa Ana winds and autumn wildfires in Southern California. EOS 85:289–296
Westerling AL, Bryant BP, Preisler HK, Holmes TP, Hidalgo HG, Das T, Shrestha SR (2011) Climate change and growth scenarios for California wildfire. Clim Change 109:445–463
Wu WR, Dickinson RE (2004) Time scales of layered soil moisture memory in the context of land-atmosphere interaction. J Clim 17:2752–2764
Yue X, Mickley LJ, Logan JA, Kaplan JO (2013) Ensemble projections of wildfire activity and carbonaceous aerosol concentrations over the western United States in the mid-21st century. Atmos Environ 77:767–780
Acknowledgments
We would like to thank Zhiming Kuang and Brian F. Farrell for useful advice in diagnosing Santa Anas in GCMs. We are grateful for the helpful discussion with Dr. Yufang Jin at University of California, Irvine. We acknowledge the modeling groups, the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and the WCRP’s Working Group on Coupled Modelling (WGCM), for making available the WCRP CMIP3 multi-model dataset. Support of this dataset is provided by the Office of Science, U.S. Department of Energy. This work was funded by STAR Research Assistance agreement R834282 awarded by the U.S. Environmental Protection Agency (EPA). Although the research described in this article has been funded wholly or in part by the EPA, it has not been subjected to the Agency’s required peer and policy review and therefore does not necessarily reflect the views of the Agency and no official endorsement should be inferred. Research reported in this publication was supported in part by the NASA Air Quality Applied Science Team and the National Institutes of Health (NIH) under Award Numbers 1R21ES021427 and 5R21ES020194. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.
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Yue, X., Mickley, L.J. & Logan, J.A. Projection of wildfire activity in southern California in the mid-twenty-first century. Clim Dyn 43, 1973–1991 (2014). https://doi.org/10.1007/s00382-013-2022-3
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DOI: https://doi.org/10.1007/s00382-013-2022-3