Global burned area and biomass burning emissions from small fires

被引:430
|
作者
Randerson, J. T. [1 ]
Chen, Y. [1 ]
van der Werf, G. R. [2 ]
Rogers, B. M. [1 ]
Morton, D. C. [3 ]
机构
[1] Univ Calif Irvine, Dept Earth Syst Sci, Irvine, CA 92697 USA
[2] Vrije Univ Amsterdam, Fac Earth & Life Sci, Amsterdam, Netherlands
[3] NASA, Goddard Space Flight Ctr, Biospher Sci Branch, Greenbelt, MD 20771 USA
关键词
SOUTHERN AFRICA; SPOT-VEGETATION; FOREST-FIRES; AMAZONIAN FORESTS; RADIATIVE ENERGY; SATELLITE DATA; TIME-SERIES; LAND-USE; MODIS; CARBON;
D O I
10.1029/2012JG002128
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In several biomes, including croplands, wooded savannas, and tropical forests, many small fires occur each year that are well below the detection limit of the current generation of global burned area products derived from moderate resolution surface reflectance imagery. Although these fires often generate thermal anomalies that can be detected by satellites, their contributions to burned area and carbon fluxes have not been systematically quantified across different regions and continents. Here we developed a preliminary method for combining 1-km thermal anomalies (active fires) and 500 m burned area observations from the Moderate Resolution Imaging Spectroradiometer (MODIS) to estimate the influence of these fires. In our approach, we calculated the number of active fires inside and outside of 500 m burn scars derived from reflectance data. We estimated small fire burned area by computing the difference normalized burn ratio (dNBR) for these two sets of active fires and then combining these observations with other information. In a final step, we used the Global Fire Emissions Database version 3 (GFED3) biogeochemical model to estimate the impact of these fires on biomass burning emissions. We found that the spatial distribution of active fires and 500 m burned areas were in close agreement in ecosystems that experience large fires, including savannas across southern Africa and Australia and boreal forests in North America and Eurasia. In other areas, however, we observed many active fires outside of burned area perimeters. Fire radiative power was lower for this class of active fires. Small fires substantially increased burned area in several continental-scale regions, including Equatorial Asia (157%), Central America (143%), and Southeast Asia (90%) during 2001-2010. Globally, accounting for small fires increased total burned area by approximately by 35%, from 345 Mha/yr to 464 Mha/yr. A formal quantification of uncertainties was not possible, but sensitivity analyses of key model parameters caused estimates of global burned area increases from small fires to vary between 24% and 54%. Biomass burning carbon emissions increased by 35% at a global scale when small fires were included in GFED3, from 1.9 Pg C/yr to 2.5 Pg C/yr. The contribution of tropical forest fires to year-to-year variability in carbon fluxes increased because small fires amplified emissions from Central America, South America and Southeast Asia-regions where drought stress and burned area varied considerably from year to year in response to El Nino-Southern Oscillation and other climate modes. Citation: Randerson, J. T., Y. Chen, G. R. van der Werf, B. M. Rogers, and D. C. Morton ( 2012), Global burned area and biomass burning emissions from small fires, J. Geophys. Res., 117, G04012, doi: 10.1029/2012JG002128.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Comparison of global inventories of CO emissions from biomass burning derived from remotely sensed data
    Stroppiana, D.
    Brivio, P. A.
    Gregoire, J. -M.
    Liousse, C.
    Guillaume, B.
    Granier, C.
    Mieville, A.
    Chin, M.
    Petron, G.
    ATMOSPHERIC CHEMISTRY AND PHYSICS, 2010, 10 (24) : 12173 - 12189
  • [2] Emissions from biomass burning in the Yucatan
    Yokelson, R. J.
    Crounse, J. D.
    DeCarlo, P. F.
    Karl, T.
    Urbanski, S.
    Atlas, E.
    Campos, T.
    Shinozuka, Y.
    Kapustin, V.
    Clarke, A. D.
    Weinheimer, A.
    Knapp, D. J.
    Montzka, D. D.
    Holloway, J.
    Weibring, P.
    Flocke, F.
    Zheng, W.
    Toohey, D.
    Wennberg, P. O.
    Wiedinmyer, C.
    Mauldin, L.
    Fried, A.
    Richter, D.
    Walega, J.
    Jimenez, J. L.
    Adachi, K.
    Buseck, P. R.
    Hall, S. R.
    Shetter, R.
    ATMOSPHERIC CHEMISTRY AND PHYSICS, 2009, 9 (15) : 5785 - 5812
  • [3] Global burned area mapping from Sentinel-3 Synergy and VIIRS active fires
    Lizundia-Loiola, Joshua
    Franquesa, Magi
    Khairoun, Amin
    Chuvieco, Emilio
    REMOTE SENSING OF ENVIRONMENT, 2022, 282
  • [4] African burned area and fire carbon emissions are strongly impacted by small fires undetected by coarse resolution satellite data
    Ramo, Ruben
    Roteta, Ekhi
    Bistinas, Ioannis
    van Wees, Dave
    Bastarrika, Aitor
    Chuvieco, Emilio
    van der Werf, Guido R.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2021, 118 (09)
  • [5] Integration of geostationary FRP and polar-orbiter burned area datasets for an enhanced biomass burning inventory
    Roberts, G.
    Wooster, M. J.
    Freeborn, P. H.
    Xu, W.
    REMOTE SENSING OF ENVIRONMENT, 2011, 115 (08) : 2047 - 2061
  • [6] A data mining approach for global burned area mapping
    Ramo, Ruben
    Garcia, Mariano
    Rodriguez, Daniel
    Chuvieco, Emilio
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 73 : 39 - 51
  • [7] Particulate emissions from different types of biomass burning
    Zhang, Yanyan
    Obrist, Daniel
    Zielinska, Barbara
    Gertler, Alan
    ATMOSPHERIC ENVIRONMENT, 2013, 72 : 27 - 35
  • [8] Smoke emissions from biomass burning in a Mediterranean shrubland
    Alves, C. A.
    Goncalves, C.
    Pio, C. A.
    Mirante, F.
    Caseiro, A.
    Tarelho, L.
    Freitas, M. C.
    Viegas, D. X.
    ATMOSPHERIC ENVIRONMENT, 2010, 44 (25) : 3024 - 3033
  • [9] Biomass burning emissions using the Sentinel 2 Small Fire Database
    Ramo, Ruben
    Roteta, Ekhi
    Bistinas, Ioannis
    Bastarrika, Aitor
    Chuvieco, Emilio
    van der Werf, Guido
    ADVANCES IN FOREST FIRE RESEARCH 2018, 2018, : 933 - 940
  • [10] Spatial and temporal intercomparison of four global burned area products
    Humber, Michael L.
    Boschetti, Luigi
    Giglio, Louis
    Justice, Christopher O.
    INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2019, 12 (04) : 460 - 484