Abstract
The Northern Hemisphere boreal region is undergoing rapid warming, leading to an upsurge in biomass burning. Previous studies have primarily focused on greenhouse gas emissions from these fires, whereas the associated biomass burning aerosols (BBAs) have received less attention. Here we use satellite-constrained modelling to assess the radiative effect of aerosols from boreal fires on the climate in the Arctic region. We find a substantial increase in boreal BBA emissions associated with warming over the past two decades, causing pronounced positive radiative effects during Arctic summer mostly due to increased solar absorption. At a global warming level of 1â°C above current temperatures, boreal BBA emissions are projected to increase 6-fold, further warming the Arctic and potentially negating the benefits of ambitious anthropogenic black carbon mitigation. Given the high sensitivity of boreal and Arctic fires to climate change, our results underscore the increasingly relevant role of BBAs in Arctic climate.
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Data availability
The GFED4s emissions can be accessed from https://www.geo.vu.nl/~gwerf/GFED/GFED4. Other fire emissions can be obtained via Zenodo from https://zenodo.org/records/7229675 (ref. 62) for GFED500m, https://ads.atmosphere.copernicus.eu/cdsapp#!/dataset/cams-global-fire-emissions-gfas?tab=overview for GFAS, https://feer.gsfc.nasa.gov/data/emissions/ for FEER, https://www2.acom.ucar.edu/modeling/finn-fire-inventory-ncar for FINN and https://portal.nccs.nasa.gov/datashare/iesa/aerosol/emissions/QFED/v2.4r6/ for QFED. Satellite data can be downloaded from https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/MYD08_D3 for MODIS observations, https://www.grasp-open.com/products/polder-data-release for POLDER data and https://climatedataguide.ucar.edu/climate-data/gpcp-daily-global-precipitation-climatology-project for Global Precipitation Climatology Project data. Aerosol Robotic Network data can be downloaded from https://aeronet.gsfc.nasa.gov/. CALIOP data can be accessed from https://www-calipso.larc.nasa.gov/. Meteorological data can be obtained from https://lpdaac.usgs.gov/products/mod11c3v006/ for MODIS surface temperature and from ERA5 (https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels-monthly-means?tab=form) for other variables. The AeroCom model data can be accessed from https://aerocom.met.no. CMIP6 model data can be downloaded from https://aims2.llnl.gov/search/. In situ observations are obtained from EBAS (https://ebas.nilu.no/) and from the stated references in Supplementary Information. The outputs of the modified simulations are available via Zenodo at https://zenodo.org/records/13832721 (ref. 63). All the other data needed to evaluate the conclusions in the paper are present in the article and/or its Supplementary Information.
Code availability
The ECHAM-HAM model source code can be accessed at Redmine at https://redmine.hammoz.ethz.ch. The Community Intercomparison Suite (cis, http://cistools.net/) software was used to analyse model outputs, and the code for creating diagrams in this paper is available via Zenodo at https://zenodo.org/records/13832721 (ref. 63).
References
Rantanen, M. et al. The Arctic has warmed nearly four times faster than the globe since 1979. Commun. Earth Environ. 3, 168 (2022).
Previdi, M., Smith, K. L. & Polvani, L. M. Arctic amplification of climate change: a review of underlying mechanisms. Environ. Res. Lett. 16, 093003 (2021).
IPCC in Climate Change 2021: The Physical Science Basis (eds Masson-Delmotte, V. et al.) 553â672 (Cambridge Univ. Press, 2023).
Marelle, L., Raut, J.-C., Law, K. & Duclaux, O. Current and future arctic aerosols and ozone from remote emissions and emerging local sourcesâmodeled source contributions and radiative effects. J. Geophys. Res. Atmos. 123, 12942â12963 (2018).
Lathem, T. L. et al. Analysis of CCN activity of Arctic aerosol and Canadian biomass burning during summer 2008. Atmos. Chem. Phys. 13, 2735â2756 (2013).
Hansen, J. & Nazarenko, L. Soot climate forcing via snow and ice albedos. Proc. Natl Acad. Sci. USA 101, 423â428 (2003).
Schmale, J., Zieger, P. & Ekman, A. M. L. Aerosols in current and future Arctic climate. Nat. Clim. Change 11, 95â105 (2021).
Acosta Navarro, J. C. et al. Amplification of Arctic warming by past air pollution reductions in Europe. Nat. Geosci. 9, 277â281 (2016).
Descals, A. et al. Unprecedented fire activity above the Arctic Circle linked to rising temperatures. Science 378, 532â537 (2022).
Zheng, B. et al. Record-high CO2 emissions from boreal fires in 2021. Science 379, 912â917 (2023).
Duffy, P. A., Walsh, J. E., Graham, J. M., Mann, D. H. & Rupp, T. S. Impacts of largeâscale atmosphericâocean variability on Alaskan fire season severity. Ecol. Appl 15, 1317â1330 (2005).
Gillett, N. P., Weaver, A. J., Zwiers, F. W. & Flannigan, M. D. Detecting the effect of climate change on Canadian forest fires. Geophys. Res. Lett. 31, L18211 (2004).
Li, Y., Janssen, T. A., Chen, R., He, B. & Veraverbeke, S. Trends and drivers of Arctic-boreal fire intensity between 2003 and 2022. Sci. Total Environ. 926, 172020 (2024).
Flannigan, M. et al. Global wildland fire season severity in the 21st century. Ecol. Manag. 294, 54â61 (2013).
Flannigan, M. D., Krawchuk, M. A., de Groot, W. J., Wotton, B. M. & Gowman, L. M. Implications of changing climate for global wildland fire. Int J. Wildland Fire 18, 483â507 (2009).
Jiang, Y. et al. Impacts of wildfire aerosols on global energy budget and climate: the role of climate feedbacks. J. Clim. 33, 3351â3366 (2020).
DeRepentigny, P. et al. Enhanced simulated early 21st century Arctic sea ice loss due to CMIP6 biomass burning emissions. Sci. Adv. 8, eabo2405 (2022).
McIlhattan, E. A., Kay, J. E. & LâEcuyer, T. S. Arctic clouds and precipitation in the Community Earth System Model version 2. J. Geophys. Res. Atmos. 125, e2020JD032521 (2020).
Tilmes, S. et al. Description and performance of a sectional aerosol microphysical model in the Community Earth System Model (CESM2). Geosci. Model Dev. 16, 6087â6125 (2023).
Zhang, K. et al. The global aerosolâclimate model ECHAM-HAM, version 2: sensitivity to improvements in process representations. Atmos. Chem. Phys. 12, 8911â8949 (2012).
Tegen, I. et al. The global aerosolâclimate model ECHAM6.3âHAM2.3âpart 1: aerosol evaluation. Geosci. Model Dev. 12, 1643â1677 (2019).
Zhong, Q. et al. Using modelled relationships and satellite observations to attribute modelled aerosol biases over biomass burning regions. Nat. Commun. 13, 5914 (2022).
van der Werf, G. R. et al. Global fire emissions estimates during 1997â2016. Earth Syst. Sci. Data 9, 697â720 (2017).
Forster, P. M. et al. Current and future global climate impacts resulting from COVID-19. Nat. Clim. Change 10, 913â919 (2020).
Jones, M. W. et al. Global and regional trends and drivers of fire under climate change. Rev. Geophys. 60, e2020RG000726 (2022).
Abatzoglou, J. T., Williams, A. P. & Barbero, R. Global emergence of anthropogenic climate change in fire weather indices. Geophys. Res. Lett. 46, 326â336 (2019).
Alizadeh, M. R. et al. Warming enabled upslope advance in western US forest fires. Proc. Natl Acad. Sci. USA 118, e2009717118 (2021).
Veraverbeke, S. et al. Lightning as a major driver of recent large fire years in North American boreal forests. Nat. Clim. Change 7, 529â534 (2017).
Neubauer, D. et al. The global aerosolâclimate model ECHAM6.3âHAM2.3âpart 2: cloud evaluation, aerosol radiative forcing and climate sensitivity. Geosci. Model Dev. 12, 3609â3639 (2019).
Kühn, T. et al. Effects of black carbon mitigation on Arctic climate. Atmos. Chem. Phys. 20, 5527â5546 (2020).
Zhong, Q. et al. Threefold reduction of modeled uncertainty in direct radiative effects over biomass burning regions by constraining absorbing aerosols. Sci. Adv. 9, eadi3568 (2023).
van Wees, D. et al. Global biomass burning fuel consumption and emissions at 500 m spatial resolution based on the Global Fire Emissions Database (GFED). Geosci. Model Dev. 15, 8411â8437 (2022).
Sand, M., Berntsen, T. K., Seland, Ã. & Kristjánsson, J. E. Arctic surface temperature change to emissions of black carbon within Arctic or midlatitudes. J. Geophys. Res. Atmos. 118, 7788â7798 (2013).
Hurteau, M. D. et al. Vegetationâfire feedback reduces projected area burned under climate change. Sci. Rep. 9, 2838 (2019).
Sand, M. et al. Response of Arctic temperature to changes in emissions of short-lived climate forcers. Nat. Clim. Change 6, 286â289 (2016).
AMAP Assessment 2021: Impacts of Short-Lived Climate Forcers on Arctic Climate, Air Quality and Human Health (Arctic Monitoring and Assessment Programme, 2021).
McCarty, J. L. et al. Reviews and syntheses: Arctic fire regimes and emissions in the 21st century. Biogeosciences 18, 5053â5083 (2021).
Phillips, C. A. et al. Escalating carbon emissions from North American boreal forest wildfires and the climate mitigation potential of fire management. Sci. Adv. 8, eabl7161 (2022).
Scholten, R. C., Jandt, R., Miller, E. A., Rogers, B. M. & Veraverbeke, S. Overwintering fires in boreal forests. Nature 593, 399â404 (2021).
Xu, W., Scholten, R. C., Hessilt, T. D., Liu, Y. & Veraverbeke, S. Overwintering fires rising in eastern Siberia. Environ. Res. Lett. 17, 045005 (2022).
Chen, D., Shevade, V., Baer, A. & Loboda, T. V. Missing burns in the high northern latitudes: the case for regionally focused burned area products. Remote Sens. 13, 4145 (2021).
Abbatt, J. P. D. et al. Overview paper: new insights into aerosol and climate in the Arctic. Atmos. Chem. Phys. 19, 2527â2560 (2019).
Shindell, D. & Faluvegi, G. Climate response to regional radiative forcing during the twentieth century. Nat. Geosci. 2, 294â300 (2009).
Sand, M. et al. The Arctic response to remote and local forcing of black carbon. Atmos. Chem. Phys. 13, 211â224 (2013).
Heslin-Rees, D. et al. Increase in precipitation scavenging contributes to long-term reductions of light-absorbing aerosol in the Arctic. Atmos. Chem. Phys. 24, 2059â2075 (2024).
Allen, R. J. et al. Observationally constrained aerosolâcloud semi-direct effects. NPJ Clim. Atmos. Sci. 2, 16 (2019).
Flanner, M. G. Arctic climate sensitivity to local black carbon. J. Geophys. Res. Atmos. 118, 1840â1851 (2013).
Wan, Z., Hook, S. & Hulley, G. MOD11C3 MODIS/Terra Land Surface Temperature/Emissivity Monthly L3 Global 0.05Deg CMG V006 [Data set]. NASA EOSDIS Land Processes Distributed Active Archive Center https://doi.org/10.5067/MODIS/MOD11C3.006 (2015).
Lack, D. A. & Langridge, J. M. On the attribution of black and brown carbon light absorption using the à ngström exponent. Atmos. Chem. Phys. 13, 10535â10543 (2013).
Holden, Z. A. et al. Decreasing fire season precipitation increased recent western US forest wildfire activity. Proc. Natl Acad. Sci. USA 115, E8349âE8357 (2018).
Vignati, E., Wilson, J. & Stier, P. M7: an efficient sizeâresolved aerosol microphysics module for largeâscale aerosol transport models. J. Geophys. Res. Atmos. 109, D22202 (2004).
OâRourke, P. et al. CEDS v_2021_04_21 Gridded emissions data. Pacific Northwest National Library https://doi.org/10.25584/PNNLDataHub/1779095 (2021).
Dentener, F. et al. Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom. Atmos. Chem. Phys. 6, 4321â4344 (2006).
Tegen, I. et al. Impact of vegetation and preferential source areas on global dust aerosol: results from a model study. J. Geophys. Res. Atmos. 107, AAC-14 (2002).
Long, M. S., Keene, W. C., Kieber, D. J., Erickson, D. J. & Maring, H. A sea-state based source function for size- and composition-resolved marine aerosol production. Atmos. Chem. Phys. 11, 1203â1216 (2011).
Veira, A., Kloster, S., Schutgens, N. A. J. & Kaiser, J. W. Fire emission heights in the climate systemâpart 2: impact on transport, black carbon concentrations and radiation. Atmos. Chem. Phys. 15, 7173â7193 (2015).
Dubovik, O. et al. Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations. Atmos. Meas. Tech. 4, 975â1018 (2011).
Huffman, G. J. et al. The new version 3.2 Global Precipitation Climatology Project (GPCP) monthly and daily precipitation products. J. Clim. 36, 7635â7655 (2023).
Holland, M. M., Bailey, D. A., Briegleb, B. P., Light, B. & Hunke, E. Improved sea ice shortwave radiation physics in CCSM4: the impact of melt ponds and aerosols on Arctic sea ice. J. Clim. 25, 1413â1430 (2012).
Jiao, C. et al. An AeroCom assessment of black carbon in Arctic snow and sea ice. Atmos. Chem. Phys. 14, 2399â2417 (2014).
Andrews, T. et al. Effective radiative forcing in a GCM with fixed surface temperatures. J. Geophys. Res. Atmos. 126, e2020JD033880 (2021).
van Wees, D. et al. Model data for âGlobal biomass burning fuel consumption and emissions at 500-m spatial resolution based on the Global Fire Emissions Database (GFED)â. Zenodo https://doi.org/10.5281/zenodo.7229675 (2022).
Zhong, Q., Schutgens, N., Veraverbeke, S. & van der Werf, G. Arctic fire aerosols simulated by a modified version of the ECHAM-HAM global model. Zenodo https://doi.org/10.5281/zenodo.13832721 (2024).
Acknowledgements
This work was financially supported by the NSFC Excellent Young Scientists Fund Program (Overseas) and Dutch Research Council (NWO; ALWGO.2018.052 and Vici scheme 016.160.324). The contribution of S.V. was funded by the European Research Council through a Consolidator grant under the European Unionâs Horizon 2020 research and innovation programme (grant agreement no. 101000987). The ECHAM-HAM simulations were carried out on the Dutch national e-infrastructure with the support of the SURF Cooperative.
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Q.Z. and N.S. designed this study. Q.Z. conducted the data analysis, designed and performed the model experiments of ECHAM-HAM and wrote the paper. S.V. and G.R.v.d.W. provided important aspects on boreal fire dynamics. N.S., S.V. and G.R.v.d.W. provided scientific advice and valuable comments to revise the paper. All authors contributed to reviewing and improving the final version of the paper.
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Zhong, Q., Schutgens, N., Veraverbeke, S. et al. Increasing aerosol emissions from boreal biomass burning exacerbate Arctic warming. Nat. Clim. Chang. 14, 1275â1281 (2024). https://doi.org/10.1038/s41558-024-02176-y
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DOI: https://doi.org/10.1038/s41558-024-02176-y
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