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

Improving estimates of savanna burning emissions for greenhouse accounting in northern Australia: limitations, challenges, applications

Jeremy Russell-Smith A B I , Brett P. Murphy A B , C. P. (Mick) Meyer C G , Garry D. Cook A D , Stefan Maier E F , Andrew C. Edwards A B F G , Jon Schatz A D and Peter Brocklehurst A H
+ Author Affiliations
- Author Affiliations

A Tropical Savannas Management Cooperative Research Centre, Charles Darwin University, Darwin, NT 0909, Australia.

B Bushfires NT (Northern Territory Government), Winnellie, NT 0821, Australia.

C CSIRO Marine and Atmospheric Research, Aspendale, VIC 3195, Australia.

D CSIRO Sustainable Ecosystems, Winnellie, NT 0821, Australia.

E Satellite Remote Sensing Services, Western Australian Land Information Authority (Western Australia Government), Floreat, WA 6014, Australia.

F Charles Darwin University, Darwin, NT 0909, Australia.

G Bushfire Cooperative Research Centre, Melbourne, VIC 3002, Australia.

H Department of Natural Resources, Environment and the Arts (Northern Territory Government), Palmerston, NT 0831, Australia.

I Corresponding author. Email: jeremy.russell-smith@nt.gov.au

International Journal of Wildland Fire 18(1) 1-18 https://doi.org/10.1071/WF08009
Submitted: 18 January 2008  Accepted: 14 August 2008   Published: 17 February 2009

Abstract

Although biomass burning of savannas is recognised as a major global source of greenhouse gas emissions, quantification remains problematic with resulting regional emissions estimates often differing markedly. Here we undertake a critical assessment of Australia’s National Greenhouse Gas Inventory (NGGI) savanna burning emissions methodology. We describe the methodology developed for, and results and associated uncertainties derived from, a landscape-scale emissions abatement project in fire-prone western Arnhem Land, northern Australia. The methodology incorporates (i) detailed fire history and vegetation structure and fuels type mapping derived from satellite imagery; (ii) field-based assessments of fuel load accumulation, burning efficiencies (patchiness, combustion efficiency, ash retention) and N : C composition; and (iii) application of standard, regionally derived emission factors. Importantly, this refined methodology differs from the NGGI by incorporation of fire seasonality and severity components, and substantial improvements in baseline data. We consider how the application of a fire management program aimed at shifting the seasonality of burning (from one currently dominated by extensive late dry season wildfires to one where strategic fire management is undertaken earlier in the year) can provide significant project-based emissions abatement. The approach has wider application to fire-prone savanna systems dominated by anthropogenic sources of ignition.

Additional keywords: Arnhem Land, burning efficiency, emission factors, fire mapping, fuel loads, National Greenhouse Gas Inventory, Northern Territory.


Acknowledgements

The authors acknowledge the contribution of WALFA partners to support for and the undertaking of the present work. We acknowledge also the close reading of this complex manuscript, and many constructive comments made by reviewers and the Associate Editor. Funding was provided by the Tropical Savannas Management Cooperative Research Centre, Natural Heritage Trust, and the Australian Greenhouse Office.


References


AGO (2007a) ‘National Greenhouse Gas Inventory 2005.’ (Australian Greenhouse Office: Canberra)

AGO (2007b) ‘Australian Methodology for the Estimation of Greenhouse Emissions and Sinks 2005 – Agriculture.’ (Australian Greenhouse Office: Canberra)

Andreae MO , Merlet P (2001) Emission of trace gases and aerosols from biomass burning. Global Biogeochemical Cycles  15, 955–966.
CrossRef | CAS |

Arellano AF, Kasibhatla PS, Giglio L, van der Werf GR , Randerson JT (2004) Top-down estimates of global CO sources using MOPITT measurements. Geophysical Research Letters  31, L01104..
CrossRef |

Barbosa RI , Fearnside PM (2005) Above-ground biomass and the fate of carbon after burning in the savannas of Roraima, Brazilian Amazonia. Forest Ecology and Management  216, 295–316.
CrossRef |

Barrett DJ, Hill MJ, Hutley LB, Beringer J, Xu JH, Cook GD, Carter JO , Williams RJ (2005) Prospects for improving savanna biophysical models by using multiple-constraints model-data assimilation methods. Australian Journal of Botany  53, 689–714.
CrossRef |

Bayon R, Hawn A, Hamilton K (2006) ‘Voluntary Carbon Markets: an International Business Guide, What They Are and How They Work.’ (Earthscan: London)

Carmona-Moreno C, Belward A, Malingreau J-P, Hartley A, Garcia-Alegre M, Antonovskiy M, Buchshtaber V , Pivovarov V (2005) Characterizing interannual variations in global fire calendar using data from Earth observing satellites. Global Change Biology  11, 1537–1555.
CrossRef |

Cook GD (1994) The fate of nutrients during fires in a tropical savanna. Australian Journal of Ecology  19, 359–365.
CrossRef |

Cook GD (2003) Fuel dynamics, nutrients and atmospheric chemistry. In ‘Fire in Tropical Savannas: the Kapalga Experiment’. (Eds AN Andersen, GD Cook, RJ Williams) pp. 47–58. (Springer: New York)

Cook GD, Liedloff AC, Eager RW, Chen X, Williams RJ, O’Grady AP , Hutley LB (2005) The estimation of carbon budgets of frequently burnt tree stands in savannas of northern Australia using allometric analysis and isotopic discrimination. Australian Journal of Botany  53, 621–630.
CrossRef |

Craig R, Heath B, Raisbeck-Brown N, Steber M, Marsden J, Smith R (2002) The distribution, extent and seasonality of large fires in Australia, April 1998–March 2000, as mapped from NOAA-AVHRR imagery. In ‘Australian Fire Regimes: Contemporary Patterns (April 1998–March 2000) and Changes since European Settlement’. (Eds J Russell-Smith, R Craig, AM Gill, R Smith, J Williams) Australia State of the Environment Second Technical Paper Series (Biodiversity). (Department of the Environment and Heritage: Canberra) Available at http://www.environment.gov.au/soe/2001/publications/technical/fire/pubs/part1.pdf [Verified 1 July 2008]

Crawley MJ (2002) ‘Statistical Computing: an Introduction to Data Analysis using S-Plus.’ (Wiley: Chichester, UK)

Crutzen PJ , Andreae MO (1990) Biomass burning in the tropics: impact on atmospheric chemistry and biogeochemical cycles. Science  250, 1669–1678.
CrossRef | CAS | PubMed |

Dyer R, Jacklyn P, Partridge I, Russell-Smith J, Williams RJ (Eds) (2001) ‘Savanna Burning: Understanding and Using Fire in Northern Australia.’ (Tropical Savannas Cooperative Research Centre: Darwin)

Eamus D, McGuiness K, Burrows W (2000) Review of allometric relationships for estimating woody biomass for Queensland, the Northern Territory and Western Australia. Charles Darwin University, Report to the Australian Greenhouse Office, Canberra. (Canberra)

Edwards AC , Russell-Smith J (2009) Ecological thresholds and the status of fire-sensitive vegetation in western Arnhem Land, northern Australia: limitations, challenges, applications. International Journal of Wildland Fire  18, 127–146.
CrossRef |

Edwards AC, Kennett R, Price O, Russell-Smith J, Spiers G , Woinarski J (2003) Monitoring the impacts of fire regimes on vegetation in northern Australia: an example from Kakadu National Park. International Journal of Wildland Fire  12, 427–440.
CrossRef |

Fearnside PM, Leal N , Fernandes FM (1993) Rainforest burning and the global carbon budget: biomass, combustion efficiency, and charcoal formation in the Brazilian Amazon. Journal of Geophysical Research  98, 16733–16743.
CrossRef |

Fox ID, Neldner VJ, Wilson GW, Bannink PJ (2001) ‘The Vegetation of the Tropical Australian Savannas.’ (Queensland Environment Protection Agency: Brisbane)

Giglio L, van der Werf GR, Randerson JT, Collatz GJ , Kasibhatla P (2006) Global estimation of burned area using MODIS active fire observations. Atmospheric Chemistry and Physics  6, 957–974.

CAS |

Hao WM , Liu MH (1994) Spatial and temporal distribution of tropical biomass burning. Global Biogeochemical Cycles  8, 495–503.
CrossRef | CAS |

Hao WM, Ward DE, Olbu G , Baker S (1996) Emissions of CO2, CO and hydrocarbons from fires in diverse African savanna ecosystems. Journal of Geophysical Research  101, 23 577–23 584.
CrossRef | CAS |

Hao X , Qu JJ (2007) Retrieval of real-time live fuel moisture content using MODIS measurements. Remote Sensing of Environment  108, 130–137.
CrossRef |

Haynes CD (1985) The pattern and ecology of munwag: traditional Aboriginal fire regimes in north-central Arnhem Land. Proceedings of the Ecological Society of Australia  13, 203–214.


Hennenberg KJ, Fischer F, Kouadio K, Goetze D, Orthmann B, Linsenmair KE, Jeltsch F , Porembski S (2006) Phytomass and fire occurrence along forest-savanna transects in the Comoe National Park, Ivory Coast. Journal of Tropical Ecology  22, 303–311.
CrossRef |

Hoelzemann JJ, Schultz MG, Brasseur GP, Granier C , Simon N (2004) Global Wildland Fire Emission Model (GWEM): evaluating the use of global area burnt satellite data. Journal of Geophysical Research  109, D14S04..
CrossRef |

Hoffa EA, Ward DE, Hao WM, Susott RA , Wakimoto RH (1999) Seasonality of carbon emissions from biomass burning in Zambian savanna. Journal of Geophysical Research  104(D11), 13841–13853.
CrossRef | CAS |

Hopkins B (1966) Vegetation of the Olokemeji Forest Reserve, Nigeria IV. The litter and soil with special reference to their seasonal changes. Journal of Ecology  54, 687–703.
CrossRef |

Horowitz LW, Walters S, Mauzerall DL, Emmons LK, Rasch PJ, Granier C, Tie X, Lamarque JF, Schultz MG, Tyndall GS, Orlando JJ , Brasseur GP (2003) A global simulation of tropospheric ozone and related tracers: description and evaluation of MOZART, version 2. Journal of Geophysical Research  108(D24), 4784.
CrossRef |

Hurst DF, Griffith DWT , Cook GD (1994a) Trace gas emissions and biomass burning in tropical Australian savannas. Journal of Geophysical Research  99, 16 441–16 456.
CrossRef | CAS |

Hurst DF, Griffith DWT, Carras JN, Williams DJ , Fraser PJ (1994b) Measurements of trace gas emitted by Australian savanna fires during the 1990 dry season. Journal of Atmospheric Chemistry  18, 33–56.
CrossRef | CAS |

IPCC (1997) ‘Revised 1996 Intergovernmental Panel on Climate Change (IPCC) Guidelines for National Greenhouse Gas Inventories.’ 3 vols. (IPCC/OECD/IEA: Paris, France)

IPCC (2000) ‘Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories.’ (Eds J Penman, D Kruger, I Galbally, T Hiraishi, B Nyenzi, S Emmanuel, L Buendia, R Hoppaus, T Martinsen, J Meijer, K Miwa, K Tanabe) Intergovernmental Panel on Climate Change National Greenhouse Gas Inventories Programme. (Institute for Global Environmental Strategies for the Intergovernmental Panel on Climate Change: Kanagawa, Japan)

IPCC (2003) ‘Good Practice Guidance for Land Use, Land-Use Change and Forestry.’ (Eds J Penman, M Gytarsky, T Hiraishi, T Krug, D Kruger, R Pipatti, L Buendia, K Miwa, T Ngara, K Tanabe, F Wagner) (Institute for Global Environmental Strategies for the Intergovernmental Panel on Climate Change: Kanagawa, Japan)

IPCC (2006) ‘2006 IPCC Guidelines for National Greenhouse Gas Inventories.’ (Eds S Eggelston, L Buendia, K Miwa, T Ngara, K Tanabe) (Institute for Global Environmental Strategies for the Intergovernmental Panel on Climate Change: Kanagawa, Japan)

Ito A , Penner JE (2004) Global estimates of biomass burning emissions based on satellite imagery for the year 2000. Journal of Geophysical Research  109, D14S05..
CrossRef |

Kasischke ES , Penner JE (2004) Improving global estimates of atmospheric emissions from biomass burning. Journal of Geophysical Research  109, D14S01..
CrossRef |

Kauffman JB, Cummings DL , Ward DE (1994) Relationships of fire, biomass and nutrient dynamics along a vegetation gradient in the Brazilian cerrado. Journal of Ecology  82, 519–531.
CrossRef |

Kauffman JB, Steele MD, Cummings DL , Jaramillo VJ (2002) Biomass dynamics associated with deforestation, fire, and conversion to cattle pasture in a Mexican tropical dry forest. Forest Ecology and Management  176, 1–12.
CrossRef |

Kondo Y, Takegawa N, Miyazaki Y, Ko M, Koike M, Kita K, Kawakami S, Shirai T, Ogawa T, Blake DR, Liley B , Russell-Smith J (2003) Effects of biomass burning and lightning on atmospheric chemistry over Australia and south-east Asia. International Journal of Wildland Fire  12, 271–281.
CrossRef |

Korontzi S (2005) Seasonal patterns in biomass burning emissions from southern African vegetation fires for the year 2000. Global Change Biology  11, 1680–1700.
CrossRef |

Korontzi S, Justice CO , Scholes RL (2003) Influence of timing and spatial extent of savanna fires in southern Africa on atmospheric emissions. Journal of Arid Environments  54, 395–404.
CrossRef |

Korontzi S, Roy DP, Justice CO , Ward DE (2004) Modeling and sensitivity analysis of fire emissions in southern Africa during SAFARI 2000. Remote Sensing of Environment  92, 376–396.
CrossRef |

Liousse C, Andreae MO, Artaxo P, Barbosa P, Cachier H, Gregoire J-M, Hobbs P, Lavoue D, Mouillot F, Penner J, Scholes M, Schultz MG (2004) Deriving global quantitative estimates for spatial and temporal distributions of biomass burning emissions. In ‘Emissions of Atmospheric Trace Compounds’. (Eds C Granier, P Artaxo, C Reeves) pp. 77–120. (Kluwer Academic: Dordrecht, the Netherlands)

Luhar AK, Mitchell RM, Meyer CP, Campbell S, Gras JL , Parry D (2008) Biomass burning emissions over northern Australia constrained by aerosol measurements: II – Model validation and impacts on air quality and climate. Atmospheric Environment  42, 1647–1664.
CrossRef | CAS |

Maier SW, Fire-induced changes in surface reflectance on the Australian continent as measured with MODIS. International Journal of Remote Sensing, in press.

McNaughton SJ, Stronach NRH , Georgiadis NJ (1998) Combustion in natural fires and global emissions budgets. Ecological Applications  8, 464–468.
CrossRef |

Meyer CP (2004) Establishing a consistent time-series of greenhouse gas emission estimates from savanna burning in Australia. CSIRO Atmospheric Research, Report to the Australian Greenhouse Office, Canberra. (Melbourne)

Meyer CP, Luhar AK , Mitchell RM (2008) Biomass burning emissions over northern Australia constrained by aerosol measurements: I – Modelling the distribution of hourly emissions. Atmospheric Environment  42, 1629–1646.
CrossRef | CAS |

Pereira JMC, Pereira BS, Barbosa PM, Stroppiana D, Vasconcelos MJP , Grégoire J-M (1999) Satellite monitoring of the overall fire activity in the EXPRESSO study area during the dry season experiment: active fires, burnt areas, and atmospheric emissions. Journal of Geophysical Research – Atmospheres  104(D23), 30 701–30 712.
CrossRef | CAS |

Petron G, Granier C, Khattatov C, Yudin V, Lamarque JF, Emmons L, Gille J , Edwards DP (2004) Monthly CO surface sources inventory based on the 2000–2001 MOPITT satellite data. Geophysical Research Letters  31, L21107..
CrossRef |

Price O, Russell-Smith J , Edwards A (2003) Fine-scale patchiness of different fire intensities in sandstone heath vegetation in northern Australia. International Journal of Wildland Fire  12, 227–236.
CrossRef |

Price O, Edwards A , Russell-Smith J (2007) The efficacy of permanent firebreaks and aerial prescribed burning in western Arnhem Land, Northern Territory, Australia. International Journal of Wildland Fire  16, 295–307.
CrossRef |

Rose D (2006) The dynamics of coarse woody debris in the mesic tropical savannas of the Darwin region: abundance, decomposition and consumption by fire. Bsc(Hons) thesis. Charles Darwin University, Darwin.

Roy DP, Jin Y, Lewis PE , Justice CO (2005) Prototyping a global algorithm for systematic fire-affected area mapping using MODIS time series data. Remote Sensing of Environment  97, 137–162.
CrossRef |

Russell-Smith J , Edwards AC (2006) Seasonality and fire severity in savanna landscapes of monsoonal northern Australia. International Journal of Wildland Fire  15, 541–550.
CrossRef |

Russell-Smith J, Lucas D, Gapindi M, Gunbunuka B, Kapirigi N, Namingum G, Lucas K, Giuliani P , Chaloupka G (1997a) Aboriginal resource utilization and fire management practice in western Arnhem Land, monsoonal northern Australia: notes for prehistory and lessons for the future. Human Ecology  25, 159–195.
CrossRef |

Russell-Smith J, Ryan PG , DuRieu R (1997b) A LANDSAT MSS-derived fire history of Kakadu National Park, monsoonal northern Australia, 1980–1994: seasonal extent, frequency and patchiness. Journal of Applied Ecology  34, 748–766.
CrossRef |

Russell-Smith J, Ryan PG, Klessa D, Waight G , Harwood R (1998) Fire regimes, fire-sensitive vegetation and fire management of the sandstone Arnhem Plateau, monsoonal northern Australia. Journal of Applied Ecology  35, 829–846.


Russell-Smith J, Yates C, Edwards A, Allan GE, Cook GD, Cooke P, Craig R, Heath B , Smith R (2003) Contemporary fire regimes of northern Australia, 1997–2001: change since Aboriginal occupancy, challenges for sustainable management. International Journal of Wildland Fire  12, 283–297.
CrossRef |

Russell-Smith J, Edwards AC, Cook GD, Brocklehurst P, Schatz J (2004) Improving greenhouse emissions estimates associated with savanna burning in northern Australia. Tropical Savannas Management Cooperative Research Centre, Report to Australian Greenhouse Office, Canberra. (Darwin)

Russell-Smith J, Yates CP, Whitehead PJ, Smith R, Craig R, Allan GE, Thackway R, Frakes I, Cridland S, Meyer CP , Gill AM (2007) Bushfires ‘Down Under’: patterns and implications of Australian landscape burning. International Journal of Wildland Fire  16, 361–377.
CrossRef |

Saarikoski S, Sillanpaa M, Sofiev M, Timonen H, Saarnio K, Teinila K, Karppinen A, Kukkonen J , Hillamo R (2007) Chemical composition of aerosols during a major biomass burning episode over northern Europe in spring 2006: experimental and modelling assessments. Atmospheric Environment  41, 3577–3589.
CrossRef | CAS |

Scholes M , Andreae MO (2000) Biogenic and pyrogenic emissions from Africa and their impact on the global atmosphere. Ambio  29, 23–29.
CrossRef |

Scholes RJ, Kendall J , Justice CO (1996a) The quantity of biomass burned in southern Africa. Journal of Geophysical Research  101(D19), 23667–23676.
CrossRef |

Scholes RJ, Ward DE , Justice CO (1996b) Emissions of trace gases and aerosol particles due to vegetation burning in southern hemisphere Africa. Journal of Geophysical Research  101(D19), 23677–23682.
CrossRef | CAS |

Seiler W , Crutzen PJ (1980) Estimates of gross and net fluxes of carbon between the biosphere and atmosphere from biomass burning. Climatic Change  2, 207–247.
CrossRef | CAS |

Shea RW, Shea BW , Kauffman JB (1996) Fuel biomass and combustion factors associated with fires in savanna ecosystems in South Africa and Zambia. Journal of Geophysical Research  101(D19), 23551–23568.
CrossRef |

Shirai T, Blake DR, Meinardi S, Rowland FS, Russell-Smith J, Edwards A, Kondo Y, Koike M, Kita K, Machida T, Takegawa N, Nishi N, Kawakami S , Ogawa T (2003) Emission estimates of selected volatile organic compounds from tropical savanna burning in northern Australia. Journal of Geophysical Research – Atmospheres  108(D3), 8406..
CrossRef |

Smith AMS , Wooster MJ (2005) Remote classification of head and backfire types from MODIS fire radiative power and smoke plume observations. International Journal of Wildland Fire  14, 249–254.
CrossRef |

Smith AMS, Wooster MJ, Drake NA, Dipotso FM, Falkowski MJ , Hudak AT (2005) Testing the potential of multi-spectral remote sensing for retrospectively estimating fire severity in African savannahs. Remote Sensing of Environment  97, 92–115.
CrossRef |

Streets DC, Yarber RF, Woo J-H , Carmichael GR (2003) Biomass burning in Asia: annual and seasonal estimates and atmospheric emissions. Global Biogeochemical Cycles  17(4), 1099..
CrossRef |

Stronach NRH , McNaughton SJ (1989) Grassland fire dynamics in the Serengeti ecosystem, and a potential method of retrospectively estimating fire energy. Journal of Applied Ecology  26, 1025–1033.
CrossRef |

UNFCCC (1998) ‘Kyoto Protocol to the United Nations Framework Convention on Climate Change.’ (United Nations) Available at http://unfccc.int/resource/docs/convkp/kpeng.pdf [Verified 1 July 2008]

van der Werf GR, Randerson JT, Giglio L, Collatz GJ, Kasibhatla PS , Arellano AF (2006) Interannual variability in global biomass burning emissions from 1997 to 2004. Atmospheric Chemistry and Physics  6, 3423–3441.

CAS |

Verbesselt J, Somers B, Lhermitte S, Jonckheere I, van Aardt J , Coppin P (2007) Monitoring herbaceous fuel moisture content with SPOT VEGETATION time-series for fire risk prediction in savanna ecosystems. Remote Sensing of Environment  108, 357–368.
CrossRef |

Wang YP , Barrett DJ (2003) Estimating regional and terrestrial carbon fluxes for the Australian continent using a multiple constraint approach: I. Using remotely sensed data and ecological observations of net primary production. Tellus  55B, 270–289.

CAS |

Ward DE, Hao WM, Susott RA, Babbitt RE, Shea RW, Kauffman JB , Justice CO (1996) Effect of fuel composition on combustion efficiency and emission factors for African savanna ecosystems. Journal of Geophysical Research  101(D19), 23569–23576.
CrossRef | CAS |

Whitehead PJ, Bowman DMJS, Preece N, Fraser F , Cooke P (2003) Customary use of fire by indigenous peoples in northern Australia: its contemporary role in savanna management. International Journal of Wildland Fire  12, 415–425.
CrossRef |

Williams RJ, Gill AM , Moore PHR (1998) Seasonal changes in fire behaviour in a tropical savanna in northern Australia. International Journal of Wildland Fire  8, 227–239.
CrossRef |

Williams RJ, Griffiths AD, Allan GE (2002) Fire regimes and biodiversity in the wet–dry tropical landscapes of northern Australia. In ‘Flammable Australia: the Fire Regimes and Biodiversity of a Continent’. (Eds RA Bradstock, JE Williams, AM Gill) pp. 281–304. (Cambridge University Press: Cambridge, UK)

Williams RJ, Gill AM, Moore PHR (2003) Fire behaviour. In ‘Fire in Tropical Savannas: the Kapalga Experiment’. (Eds AN Andersen, GD Cook, RJ Williams) pp. 33–46. (Springer-Verlag: New York)

Wooster MJ, Roberts G, Perry GLW , Kaufman YJ (2005) Retrieval of biomass combustion rates and totals from fire radiative power observations: FRP derivation and calibration relationships between biomass consumption and fire radiative energy release. Journal of Geophysical Research  110(D24), 311..
CrossRef |

Yates C, Russell-Smith J (2002) An assessment of the accuracy of DOLA’s Northern Australia NOAA-AVHRR Fire Affected Area (FAA) map products. In ‘Australian Fire Regimes: Contemporary Patterns (April 1998–March 2000) and Changes since European Settlement’. (Eds J Russell-Smith, R Craig, AM Gill, R Smith, JE Williams) Australia State of the Environment Second Technical Paper Series (Biodiversity). (Department of the Environment and Heritage: Canberra) Available at http://www.environment.gov.au/soe/2001/publications/technical/fire/pubs/appendix2.pdf [Verified 1 July 2008]



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