The influence of vegetation, fire spread and fire behaviour on biomass burning and trace gas emissions: results from a process-based model

Abstract. A process-based fire regime model (SPITFIRE) has been developed, coupled with ecosystem dynamics in the LPJ Dynamic Global Vegetation Model, and used to explore fire regimes and the current impact of fire on the terrestrial carbon cycle and associated emissions of trace atmospheric constituents. The model estimates an average release of 2.24 Pg C yr−1 as CO2 from biomass burning during the 1980s and 1990s. Comparison with observed active fire counts shows that the model reproduces where fire occurs and can mimic broad geographic patterns in the peak fire season, although the predicted peak is 1–2 months late in some regions. Modelled fire season length is generally overestimated by about one month, but shows a realistic pattern of differences among biomes. Comparisons with remotely sensed burnt-area products indicate that the model reproduces broad geographic patterns of annual fractional burnt area over most regions, including the boreal forest, although interannual variability in the boreal zone is underestimated.

[1]  D. Urban,et al.  Interactions between forest heterogeneity and surface fire regimes in the southern Sierra Nevada , 1999 .

[2]  Vivek K. Arora,et al.  Fire as an interactive component of dynamic vegetation models , 2005 .

[3]  R. A. Bradstock,et al.  Fire regimes in the spinifex landscapes of Australia. , 2002 .

[4]  C. Tucker,et al.  A large carbon sink in the woody biomass of Northern forests , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[5]  M. Andreae,et al.  Emission of trace gases and aerosols from biomass burning , 2001 .

[6]  Yves Bergeron,et al.  FIRE REGIMES AT THE TRANSITION BETWEEN MIXEDWOOD AND CONIFEROUS BOREAL FOREST IN NORTHWESTERN QUEBEC , 2004 .

[7]  D. Nepstad,et al.  Positive feedbacks in the fire dynamic of closed canopy tropical forests , 1999, Science.

[8]  G. Brasseur,et al.  Global Wildland Fire Emission Model (GWEM): Evaluating the use of global area burnt satellite data , 2004 .

[9]  J. Randerson,et al.  Interannual variability in global biomass burning emissions from 1997 to 2004 , 2006 .

[10]  S. Sitch,et al.  The role of fire disturbance for global vegetation dynamics: coupling fire into a Dynamic Global Vegetation Model , 2008 .

[11]  J. Randerson,et al.  Continental-Scale Partitioning of Fire Emissions During the 1997 to 2001 El Niño/La Niña Period , 2003, Science.

[12]  Daniel G. Brown Predicting vegetation types at treeline using topography and biophysical disturbance variables , 1994 .

[13]  D. Cahoon,et al.  Determining Effects of Area Burned and Fire Severity on Carbon Cycling and Emissions in Siberia , 2002 .

[14]  Stephen Sitch,et al.  Simulating fire regimes in human‐dominated ecosystems: Iberian Peninsula case study , 2002 .

[15]  S. Ly,et al.  What limits fire? An examination of drivers of burnt area in Southern Africa , 2008 .

[16]  Yves Bergeron,et al.  Modeling Tree Mortality Following Wildfire in the Southeastern Canadian Mixed-Wood Boreal Forest , 2003, Forest Science.

[17]  S. Zaehle,et al.  Contemporary “green” water flows: Simulations with a dynamic global vegetation and water balance model , 2005 .

[18]  W. Hoffmann,et al.  Comparative fire ecology of tropical savanna and forest trees , 2003 .

[19]  C. E. Van Wagner,et al.  Conditions for the start and spread of crown fire , 1977 .

[20]  A. Brunelle,et al.  Wildfire responses to abrupt climate change in North America , 2009, Proceedings of the National Academy of Sciences.

[21]  A Mathematical Model of Spread of High-Intensity Forest Fires , 1996 .

[22]  J. Townshend,et al.  A new global 1‐km dataset of percentage tree cover derived from remote sensing , 2000 .

[23]  J. Townshend,et al.  Global Percent Tree Cover at a Spatial Resolution of 500 Meters: First Results of the MODIS Vegetation Continuous Fields Algorithm , 2003 .

[24]  J. Pereira,et al.  Global wildland fire emissions from 1960 to 2000 , 2008 .

[25]  Kevin C. Ryan,et al.  Modeling postfire conifer mortality for long-range planning , 1986 .

[26]  W. Lucht,et al.  Terrestrial vegetation and water balance-hydrological evaluation of a dynamic global vegetation model , 2004 .

[27]  J. Randerson,et al.  Carbon emissions from fires in tropical and subtropical ecosystems , 2003 .

[28]  P. Crutzen,et al.  Estimates of gross and net fluxes of carbon between the biosphere and the atmosphere from biomass burning , 1980 .

[29]  K. K. Goldewijk Three Centuries of Global Population Growth: A Spatial Referenced Population (Density) Database for 1700–2000 , 2005 .

[30]  Richard J. Williams,et al.  Seasonal Changes in Fire Behaviour in a Tropical Savanna in Northern Australia , 1998 .

[31]  P. J. Myerscough Flammable Australia. The Fire Regimes and Biodiversity of a Continent , 2003 .

[32]  M. Flannigan,et al.  Future Area Burned in Canada , 2005 .

[33]  Patricia L. Andrews,et al.  Introduction to wildland fire, 2nd edition revised , 1996 .

[34]  A. Belward,et al.  GLC 2000 : a new approach to global land cover mapping from Earth observation data , 2005 .

[35]  Ignition probabilities of wildland fuels based on simulated lightning discharges. Forest Service research paper , 1989 .

[36]  Neville Nicholls,et al.  The relationship between the monsoonal summer rain and dry-season fire activity of northern Australia , 2008 .

[37]  H. Christian Global Frequency and Distribution of Lightning as Observed From Space , 2001 .

[38]  I. C. Prentice,et al.  Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model , 2003 .

[39]  J. Kauffman,et al.  Deforestation, Fire Susceptibility, and Potential Tree Responses to Fire in the Eastern Amazon , 1990 .

[40]  Jon E. Keeley,et al.  PLANT FUNCTIONAL TRAITS IN RELATION TO FIRE IN CROWN-FIRE ECOSYSTEMS , 2004 .

[41]  Matthew B. Dickinson,et al.  Fire Effects on Trees , 2001 .

[42]  Earle R. Williams,et al.  Lightning and Forest Fires , 2001 .

[43]  D. Verseghy,et al.  CLASS-A Canadian Land Surface Scheme for GCMs , 1993 .

[44]  Flannigan,et al.  Effects of stand composition on fire hazard in mixed-wood Canadian boreal forest , 2000 .

[45]  P. Ciais,et al.  Multiple constraints on regional CO2 flux variations over land and oceans , 2005 .

[46]  Johann G. Goldammer,et al.  Strategy for a fire module in dynamic global vegetation models , 1999 .

[47]  D. J. Latham,et al.  Ignition probabilities of wildland and fuels based on simulated lightning discharges , 1989 .

[48]  F. Joos,et al.  Climate and human influences on global biomass burning over the past two millennia , 2008 .

[49]  C. Justice,et al.  Global distribution and seasonality of active fires as observed with the Terra and Aqua Moderate Resolution Imaging Spectroradiometer (MODIS) sensors , 2006 .

[50]  A. Belward,et al.  Characterizing interannual variations in global fire calendar using data from Earth observing satellites , 2005 .

[51]  F. Siegert,et al.  Spatiotemporal fire occurrence in Borneo over a period of 10 years , 2009 .

[52]  J. Ni,et al.  Estimating net primary productivity of grasslands from field biomass measurements in temperate northern China , 2004, Plant Ecology.

[53]  P. Novelli,et al.  Influences of boreal fire emissions on Northern Hemisphere atmospheric carbon and carbon monoxide , 2005 .

[54]  E. Kasischke,et al.  Variability in the emission of carbon-based trace gases from wildfire in the Alaskan boreal forest , 2002 .

[55]  J. Agee Fire Ecology of Pacific Northwest Forests , 1993 .

[56]  Robert E. Keane,et al.  A classification of landscape fire succession models: spatial simulations of fire and vegetation dynamics , 2004 .

[57]  Orbita Roswintiarti,et al.  Development of the Indonesian and Malaysian Fire Danger Rating Systems , 2006 .

[58]  Samuel S. P. Shen,et al.  Human amplification of drought-induced biomass burning in Indonesia since 1960 , 2009 .

[59]  M. Flannigan,et al.  Trends and periodicities in the Canadian Drought Code and their relationships with atmospheric circulation for the southern Canadian boreal forest , 2004 .

[60]  J. Randerson,et al.  Fire emissions from C3 and C4 vegetation and their influence on interannual variability of atmospheric CO2 and δ13CO2 , 2005 .

[61]  C. Daly,et al.  Interactions between fire, grazing and climate change at Wind Cave National Park, SD , 2000 .

[62]  G. Hurtt,et al.  Projecting future fire activity in Amazonia , 2003 .

[63]  R. A. Jr. Wilson A reexamination of fire spread in free-burning porous fuel beds [Wildland fuels, forest fire management, model] , 1982 .

[64]  A. Belward,et al.  GLC2000: a new approach to global land cover mapping from Earth observation data , 2005 .

[65]  F. Albini Estimating Wildfire Behavior and Effects , 1976 .

[66]  F. Woodward,et al.  Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models , 2001 .

[67]  M. Cochrane Fire science for rainforests , 2003, Nature.

[68]  G. Carmichael,et al.  Impacts of biomass burning on tropospheric CO, NOx, and O3 , 2000 .

[69]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[70]  Joe H. Scott,et al.  Assessing Crown Fire Potential by Linking Models of Surface and Crown Fire Behavior , 2003 .

[71]  E. Rigolot Predicting postfire mortality of Pinus halepensis Mill. and Pinus pinea L. , 2004, Plant Ecology.

[72]  Robert E. Keane,et al.  First Order Fire Effects Model: FOFEM 4.0, user's guide , 1997 .

[73]  E. Johnson,et al.  Forest fires : behavior and ecological effects , 2001 .

[74]  J. Penner,et al.  Global estimates of biomass burning emissions based on satellite imagery for the year 2000 , 2004 .

[75]  Robert E. Keane,et al.  Simulating Cumulative Fire Effects in Ponderosa Pine/Douglas-Fir Forests , 1990 .

[76]  I. C. Prentice,et al.  Carbon balance of the terrestrial biosphere in the Twentieth Century: Analyses of CO2, climate and land use effects with four process‐based ecosystem models , 2001 .

[77]  J. Goldammer Global Forest Resources Assessment 2005 – Thematic report on forest fires in the Central Asian Region and adjacent countries / FAO Fire Management Working Paper 16 , 2006 .

[78]  Scott L. Stephens,et al.  Experimental fuel treatment impacts on forest structure, potential fire behavior, and predicted tree mortality in a California mixed conifer forest , 2005 .

[79]  Fire emissions from C3 and C4 vegetation and their influence on interannual variability of atmospheric CO2 and δ13CO2 , 2005 .

[80]  Jack D. Cohen,et al.  The national fire-danger rating system: basic equations , 1985 .

[81]  James K. Brown Bulk densities of nonuniform surface fuels and their application to fire modeling , 1981 .

[82]  T. T. Veblen,et al.  LANDSCAPE INFLUENCES ON OCCURRENCE AND SPREAD OF WILDFIRES IN PATAGONIAN FORESTS AND SHRUBLANDS , 2005 .

[83]  K. Hirsch,et al.  Large forest fires in Canada, 1959–1997 , 2002 .

[84]  Ramakrishna R. Nemani,et al.  Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating forest evapotranspiration and photosynthesis , 1987 .

[85]  E. Kasischke,et al.  AVHRR-based mapping of fires in Russia: New products for fire management and carbon cycle studies , 2004 .

[86]  J. Lynch,et al.  Changes in fire regimes since the Last Glacial Maximum: an assessment based on a global synthesis and analysis of charcoal data , 2008 .

[87]  M. Finney,et al.  Prescribed fire mortality of Sierra Nevada mixed conifer tree species: effects of crown damage and forest floor combustion , 2002 .

[88]  G. Powell,et al.  Terrestrial Ecoregions of the World: A New Map of Life on Earth , 2001 .

[89]  M. E. Alexander,et al.  Crown fire behaviour in a northern jack pine-black spruce forest , 2004 .

[90]  A. Granström,et al.  Fuel succession and fire behavior in the Swedish boreal forest , 1997 .

[91]  H. Anderson Aids to Determining Fuel Models for Estimating Fire Behavior , 1982 .