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Biomass burning in Asia: Annual and seasonal estimates and atmospheric emissions
Open accessAbstract
Estimates of biomass burning in Asia are developed to facilitate the modeling of Asian and global air quality. A survey of national, regional, and international publications on biomass burning is conducted to yield consensus estimates of “typical” (i.e., non‐year‐specific) estimates of open burning (excluding biofuels). We conclude that 730 Tg of biomass are burned in a typical year from both anthropogenic and natural causes. Forest burning comprises 45% of the total, the burning of crop residues in the field comprises 34%, and 20% comes from the burning of grassland and savanna. China contributes 25% of the total, India 18%, Indonesia 13%, and Myanmar 8%. Regionally, forest burning in Southeast Asia dominates. National, annual totals are converted to daily and monthly estimates at 1° × 1° spatial resolution using distributions based on AVHRR fire counts for 1999–2000. Several adjustment schemes are applied to correct for the deficiencies of AVHRR data, including the use of moving averages, normalization, TOMS Aerosol Index, and masks for dust, clouds, landcover, and other fire sources. Good agreement between the national estimates of biomass burning and adjusted fire counts is obtained (R 2 = 0.71–0.78). Biomass burning amounts are converted to atmospheric emissions, yielding the following estimates: 0.37 Tg of SO 2 , 2.8 Tg of NO x , 1100 Tg of CO 2 , 67 Tg of CO, 3.1 Tg of CH 4 , 12 Tg of NMVOC, 0.45 Tg of BC, 3.3 Tg of OC, and 0.92 Tg of NH 3 . Uncertainties in the emission estimates, measured as 95% confidence intervals, range from a low of ±65% for CO 2 emissions in Japan to a high of ±700% for BC emissions in India.
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“A significant amount of particulate emissions and trace gas emissions can be released, including CO 2 , SO 2 , carbon monoxide (CO), methane (CH 4 ), non-methane volatile organic compounds (NMHCs), nitrogen oxides (NO x ), ammonia (NH 3 ), black carbon (BC), and organic carbon (OC), especially for open field burning which is often practiced for residue clearance and biochar production [28,90].”
From Biomass and biofuels in China: Toward bioenergy resource potentials and their impacts on the environment (2018) · cites this paper as [90]
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“As aforementioned, open biomass burning has caused major air pollution in some areas [88,90].”
From Biomass and biofuels in China: Toward bioenergy resource potentials and their impacts on the environment (2018) · cites this paper as [90]
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Sorted by citations
Items 501–600 of 803
Li, Y., Qing, C., Guo, S., Deng, X., Song, J., & Xu, D. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-23648-8 · Cited by 21
“2tg of straw can be burned per year, accounting for 34% of total biomass combustion (excluding biofuels) (Streets et al. 2003), which finally causes immense agricultural pollution and resource waste (Guo 2020; Jiang et al.”
BackgroundLai, S., Baker, A. K., Schuck, T., Slemr, F., Brenninkmeijer, C. A. M., van Velthoven, P. F. J., Oram, D. E., Zahn, A., & Ziereis, H. (2011) · Journal of Geophysical Research Atmospheres · doi:10.1029/2011jd016375 · Cited by 20
“Moreover, domestic biofuel burning in this region is also known as a source of CO and BB related atmospheric species [Streets et al., 2003].”
BackgroundResultInfluentialItahashi, S., Uno, I., Irie, H., Kurokawa, J., & Ohara, T. (2018) · Springer remote sensing/photogrammetry · doi:10.1007/978-3-319-67474-2_4 · Cited by 20
Incorporation of Wheat Straw Ash as Partial Sand Replacement for Production of Eco-Friendly Concrete
Memon, S. A., Javed, U., Haris, M. S., Khushnood, R. A., & Kim, J. R. (2021) · Materials · doi:10.3390/ma14082078 · Cited by 20
“According to Streets et al. [11], out of 730 Tg of biomass annually burned in Asia, 250 Tg (33.4”
InfluentialXue, Y., Xu, H., Mei, L., Guang, J., Guo, J., Li, Y., Hou, T., Li, C., Yang, L., & He, X. (2012) · doi:10.5194/acpd-12-10461-2012 · Cited by 20
Chang, C., Hsiao, Y.-L., & Hwang, C. (2015) · Aerosol and Air Quality Research · doi:10.4209/aaqr.2015.10.0589 · Cited by 19
“Fire burning is the only known method in Indonesia to clear land for the introduction of croplands (Streets et al. , 2003).”
Biofuels for Sustainable Development: A Global Perspective
Shahare, V. V., Kumar, B. V., & Singh, P. (2017) · Springer eBooks · doi:10.1007/978-3-319-50654-8_3 · Cited by 19
Estimation of Forest Fire Emissions in Southwest China from 2013 to 2017
Wang, W., Zhang, Q., Luo, J., Zhao, R., & Zhang, Y. (2019) · Atmosphere · doi:10.3390/atmos11010015 · Cited by 19
“[8] found that forest fire emissions were the primary source of biomass emissions in Asia, and that China had the highest biomass burning emissions in Asia.”
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“9% of straw resource [13] and 3–6% of agricultural fires are from China [14].”
BackgroundSources and Nature of Atmospheric Aerosols
Andreae, M. O., Hegg, D. A., & Baltensperger, U. (2008) · Springer eBooks · doi:10.1007/978-1-4020-8690-8_3 · Cited by 19
Pant, K. P. (2014) · Environmental and Resource Economics · doi:10.1007/s10640-014-9830-8 · Cited by 19
Spatial and Temporal Distribution of Biomass Open Burning Emissions in the Greater Mekong Subregion
Junpen, A., Roemmontri, J., Boonman, A., Cheewaphongphan, P., Thao, P. T. B., & Garivait, S. (2020) · Climate · doi:10.3390/cli8080090 · Cited by 18
“From the literature review on the emissions from biomass open burning in the GMS or Southeast Asia, most of the previous studies [56,57] referred to the data of Koopmans and Koppejan [58] and Turn et al.”
MethodModeling the transport of PM10, PM2.5, and O3 from South Asia to the Tibetan Plateau
Hu, Y., Yu, H., Kang, S., Yang, J., Chen, X., Yin, X., & Chen, P. (2024) · Atmospheric Research · doi:10.1016/j.atmosres.2024.107323 · Cited by 18
Atmospheric aerosols local–regional discrimination for a semi-urban area in India
Hooda, R. K., Hyvärinen, A., Vestenius, M., Gilardoni, S., Sharma, V. P., Vignati, E., Kulmala, M., & Lihavainen, H. (2015) · Atmospheric Research · doi:10.1016/j.atmosres.2015.08.014 · Cited by 18
What causes the springtime tropospheric ozone maximum over Northeast Asia?
Kim, J.-H., & Lee, H. (2010) · Advances in Atmospheric Sciences · doi:10.1007/s00376-009-9098-z · Cited by 18
“It shows that 73% of the air arriving at Pohang originated from the north at 40 ◦ N over northern China and Siberia in June (B and C), when northern China and Siberia are under the influence of intensive biomass burning (Wang et al., 2002; Streets et al., 2003 ) and the jet stream is located south of this latitude, as…”
BackgroundBiomass-burning-induced surface darkening and its impact on regional meteorology in eastern China
Tang, R., Huang, X., Zhou, D., & Ding, A. (2020) · Atmospheric chemistry and physics · doi:10.5194/acp-20-6177-2020 · Cited by 20
Tang, X., Zhang, Y., Yi, H., Ma, J., & Li, P. (2012) · Atmospheric Environment · doi:10.1016/j.atmosenv.2012.04.018 · Cited by 18
Development of the RAMS/CMAQ Asian Scale Chemical Transport Modeling System
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Pani, S. K., Lee, C.-T., Griffith, S. M., & Lin, N. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.151180 · Cited by 17
Zhu, J., Yue, X., Che, H., Xia, X., Lei, Y., Wang, J., Zhao, T., Yu, X., Zhou, H., & Liao, H. (2022) · Journal of Geophysical Research Atmospheres · doi:10.1029/2022jd036734 · Cited by 17
“, 2014), but the surrounding regions show high AOD levels with frequent biomass burning in the Indo-China Peninsula (ICP) during the late dry season (Streets et al., 2003).”
BackgroundSpringtime biomass burning impacts air quality and climate over the Tibetan Plateau
Yang, J., Kang, S., Hu, Y., Chen, X., & Rai, M. (2023) · Atmospheric Environment · doi:10.1016/j.atmosenv.2023.120068 · Cited by 17
Aerosol classification by application of machine learning spectral clustering algorithm
Ningombam, S. S., Larson, E. J. L., Indira, G., Madhavan, B. L., & Khatri, P. (2023) · Atmospheric Pollution Research · doi:10.1016/j.apr.2023.102026 · Cited by 17
Zhang, Z.-S., Cao, C., Guo, L., & Li, C. (2014) · The Scientific World JOURNAL · doi:10.1155/2014/198231 · Cited by 17
“4 into the atmosphere [42], thus bringing about various adverse effects on the environment.”
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“However, when turning to the Yangtze River Delta region in Eastern China, we find the emissions from industries dominate in the spring, summer and autumn (~50%, Zhang et al., 2009; Li et al., 2015).”
BackgroundInfluentialBiomass burning contributions to urban PM2.5 along the coastal lines of southeastern China
Wu, S.-P., Zhang, Y.-J., Schwab, J. J., Huang, S., Wei, Y. L., & Yuan, C. (2016) · Tellus B · doi:10.3402/tellusb.v68.30666 · Cited by 17
“National-, regional- or urban-scale biomass burning emission inventories have been made in China (Streets et al., 2003; Yan et al., 2006; He et al., 2011; Zhang et al., 2013b).”
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“Crop straw burning is the main form of biomass burning in China [17,19].”
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Lalitaporn, P., Kurata, G., Matsuoka, Y., Thongboonchoo, N., & Surapipith, V. (2013) · Air Quality Atmosphere & Health · doi:10.1007/s11869-013-0205-z · Cited by 17
“With regard to Streets et al. (2003), they show that in the Southeast Asian region, there are two periods of biomass burning that emitted high CO.”
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“The texture and the weathering rate classes were extracted from UBA (1996). Actual values of the rates of base cation weathering for the Doon valley soil at 0.”
MethodLi, Z., Fan, L., Wang, L., Ma, H., Hu, Y., Jiang, Y., Liu, A., An, C., Han, J., & Jin, H. (2018) · Aerosol and Air Quality Research · doi:10.4209/aaqr.2017.12.0588 · Cited by 17
“China contributes approximately 25% of total biomass burning around Asia (Streets, et al ., 2003), and biomass burned as energy accounts for 79.3% of total energy consumption in rural areas in China (Zhong et al ., 2001).”
InfluentialKawamoto, K., Hayasaka, T., Uno, I., & Ohara, T. (2006) · Journal of Geophysical Research Atmospheres · doi:10.1029/2005jd006919 · Cited by 17
“Emissions from biomass burning sources were supplied according to an emission inventory for 2000 with 1 1 resolution developed by the ACE Asia and Trace-P Modeling and Emission Support System (ACESS) [ Streets et al., 2003 ] (http://www.”
MethodFan, M., Hong, Y., Zhang, Y., Sha, T., Lin, Y., Cao, F., & Guo, H. (2023) · Environmental Science & Technology · doi:10.1021/acs.est.3c01651 · Cited by 16
Estimates of Global Forest Fire Carbon Emissions Using FY-3 Active Fires Product
Liu, Y., & Shi, Y. (2023) · Atmosphere · doi:10.3390/atmos14101575 · Cited by 16
Global-scale constraints on the origins of aerosol iron using stable iron isotopes: A review
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A Modeling Study of a Typical Winter PM2.5 Pollution Episode in a City in Eastern China
Gao, L., Zhang, R., Han, Z., Fu, C., Peng, Y., Wang, T., Hong, S., & Li, J. (2014) · Aerosol and Air Quality Research · doi:10.4209/aaqr.2013.02.0054 · Cited by 16
“The anthropogenic emissions were taken from the TRACE-P (Transport and Chemical Evolution over the Pacific) inventory (Streets et al. , 2003a, b) with the horizontal resolution of 0.1 degree by 0.1 degree (Woo et al. , 2003) and the base year at 2000.”
InfluentialEnvironmental Association of Burning Agricultural Biomass in the Indus River Basin
Usmani, M., Kondal, A., Wang, J., & Jutla, A. (2020) · GeoHealth · doi:10.1029/2020gh000281 · Cited by 16
“Stubble (or biomass) burning is not unique to the region since this practice has been there for several centuries (Streets et al., 2003; Venkataraman et al., 2006).”
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“Crop residue burning in the field and as cooking fuels is estimated to be the main form biomass burning in the PRD (Streets et al. 2003; Lin et al. 2010).”
Zhang, R., Song, W., Zhang, Y. L., Wang, X., Fu, X., & Li, S. (2023) · Environmental Pollution · doi:10.1016/j.envpol.2023.121332 · Cited by 15
Fatima, S., & Zeeshan, M. (2024) · Sustainable Production and Consumption · doi:10.1016/j.spc.2024.01.023 · Cited by 15
Tsai, I., Chen, J., Lin, Y., Chou, C. C. ‐., & Chen, W. (2015) · Journal of Geophysical Research Atmospheres · doi:10.1002/2014jd022899 · Cited by 15
“For example, biomass burning activities were quite common in the Indochina and southern China areas during spring [Streets et al., 2003], but such emissions were not considered fully in this study.”
BackgroundValidation of lower tropospheric carbon monoxide inferred from MOZART model simulation over India
Yarragunta, Y., Srivastava, S., & Mitra, D. (2016) · Atmospheric Research · doi:10.1016/j.atmosres.2016.09.010 · Cited by 15
Multicriteria Analysis of the Effects of Field Burning Crop Residues
Stan, V., Fîntîneru, G., & Mihalache, M. (2014) · Notulae Botanicae Horti Agrobotanici Cluj-Napoca · doi:10.15835/nbha4219424 · Cited by 15
“1 Tg methane (CH4) (Streets et al., 2003).”
InfluentialSeasonal cycles of mixing ratio and 13C in atmospheric methane at Suva, Fiji
Lowe, D. C., Koshy, K., Bromley, T. M., Allan, W., Struthers, H., Mani, F. S., & Maata, M. (2004) · Journal of Geophysical Research Atmospheres · doi:10.1029/2004jd005166 · Cited by 15
“This coincided with unprecedented biomass burning in Indonesia, especially Kalimantan, and was exacerbated by the strong warm-phase ENSO event at that time [Page et al., 2002; Streets et al., 2003 ].”
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Zhao, H., Yang, W., Wu, F., & Tan, B. (2017) · Scientific Reports · doi:10.1038/srep41680 · Cited by 15
Systematic Mapping and Review of Landscape Fire Smoke (LFS) Exposure Impacts on Insects
Liu, Y., Francis, R. A., Wooster, M. J., Grosvenor, M. J., Yan, S., & Roberts, G. (2022) · Environmental Entomology · doi:10.1093/ee/nvac069 · Cited by 14
“The smoke emissions can affect the air quality locally or even far from the fires (Einfeld et al. 1991, Ward et al. 1992, Streets et al. 2003, Chen et al. 2017, Cascio 2018, Wang et al. 2020, Roberts and Wooster 2021).”
BackgroundZhang, B., Shen, Z., Sun, J., Zhang, L., He, K., Zhang, Y., Xu, H., Lv, J., Cao, L., Li, J., et al. (2023) · Environmental Pollution · doi:10.1016/j.envpol.2023.121815 · Cited by 14
Shon, Z. (2015) · Atmospheric Environment · doi:10.1016/j.atmosenv.2015.02.038 · Cited by 14
Burning of Crop Residue and its Potential for Electricity Generation
Ahmed, T., & Ahmad, B. (2014) · The Pakistan Development Review · doi:10.30541/v53i3pp.275-292 · Cited by 14
Pandey, A. K., Mishra, A. K., Kumar, R., Berwal, S., Devadas, R., HUETE, A. R., & Kumar, K. (2017) · Environmental Pollution · doi:10.1016/j.envpol.2016.12.080 · Cited by 14
Eddine, S. N., Daoudi, H., Kasbaji, M., Chari, A., Alami, J., Dahbi, M., Achaby, M. E., & Kassab, Z. (2025) · Energy & Fuels · doi:10.1021/acs.energyfuels.5c02262 · Cited by 13
Gupta, K., Saha, A. K., & Gupta, B. S. (2022) · Geology Ecology and Landscapes · doi:10.1080/24749508.2022.2132706 · Cited by 13
“In many previous studies (Sahu & Lal, 2006; Sahu & Sheel, 2014; Sheel et al., 2014; Streets et al., 2003; Van der Werf et al., 2004, 2006) it was reported that emissions of various trace gases are also due to leading source of biomass burning (BB) emissions in South-East.”
Xu, Z., Wang, Z., Niu, X., Tao, J., Fan, M., Wang, B., Zhang, M., & Zhang, X. (2023) · Environment International · doi:10.1016/j.envint.2023.108102 · Cited by 13
Zhao, H., Gui, K., Yao, W., Shang, N., Zhang, X., Zhang, X., Li, L., Zheng, Y., Wang, Z., Ren, H., et al. (2023) · Journal of Geophysical Research Atmospheres · doi:10.1029/2023jd038841 · Cited by 13
“…increased in most regions of China during spring, especially in Southwest China, which could be attributed to the emissions of biomass burning from Southeast Asia (Streets et al., 2003), while OCO-3 also observed high values of XCO 2 in the Pearl River Delta (PRD), Fen-Wei Plain, and YRD regions.”
BackgroundYadav, M., Prawasi, R., Jangra, S., Rana, P., Kumari, K., Lal, S., Jakhar, K. K., Sharma, S. K., & Hooda, R. S. (2014) · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · doi:10.5194/isprsarchives-xl-8-1003-2014 · Cited by 13
Huo, J., Lu, X., Wang, X., Chen, H., Ye, X., Gao, S., Gross, D. S., Chen, J., & Yang, X. (2015) · Frontiers of Environmental Science & Engineering · doi:10.1007/s11783-015-0768-z · Cited by 13
“The total amount of straws burned in the field in China is estimated ~140 Tg$a [4,8].”
BackgroundPoverty–Environment Nexus in the Lao PDR: Analysis of Household Survey Data
Pasanen, T., Lakkala, H., Yliluoma, R., Tuominen, V., Jusi, S., Luukkanen, J., & Kaivo-oja, J. R. L. (2017) · Development Policy Review · doi:10.1111/dpr.12212 · Cited by 13
Zhang, Y., Tian, J., Shen, Z., Wang, W., Ni, H., Liu, S., & Cao, J. (2018) · Aerosol Science and Engineering · doi:10.1007/s41810-018-0030-8 · Cited by 13
Naeger, A. R., Gupta, P., Zavodsky, B. T., & McGrath, K. M. (2016) · Atmospheric measurement techniques · doi:10.5194/amt-9-2463-2016 · Cited by 13
“For instance, the expanding cities and rapid industrialization of East Asia are major source regions of pollution emissions while biomass burning across Southeast Asia releases smoke into the atmosphere (e.g., Streets et al., 2003).”
BackgroundF−/Cl− mediated microwave assisted breakdown of cellulose to glucose
Shaveta, S., Bansal, N., & Singh, P. (2014) · Tetrahedron Letters · doi:10.1016/j.tetlet.2014.03.006 · Cited by 13
Kajiura, M., Wagai, R., & Hayashi, K. (2014) · Journal of Environmental Quality · doi:10.2134/jeq2014.06.0279 · Cited by 13
Koga, N., Hayashi, K., & Shimoda, S. (2015) · Soil Science & Plant Nutrition · doi:10.1080/00380768.2015.1086278 · Cited by 13
“…of crop residues (e.g., Oanh et al. 2011; Park et al. 2013; Hayashi et al. 2014) and provided large-scale estimates of those emission rates (e.g., Streets et al. 2003; Sahai et al. 2011), while others have examined soil properties (e.g., Wuest et al. 2005; Virto et al. 2007) and crop…”
BackgroundGurjar, B. R., Ohara, T., Khare, M., Kulshrestha, P., Tyagi, V., & Nagpure, A. S. (2018) · Exploring urban change in South Asia · doi:10.1007/978-981-10-5816-5_3 · Cited by 14
Ocko, I., & Ginoux, P. A. (2017) · Atmospheric chemistry and physics · doi:10.5194/acp-17-4451-2017 · Cited by 12
“Peak biomass burning season in Southeast Asia also occurs during the spring (Streets et al., 2003).”
BackgroundBIOMASS BURNING RELATED POLLUTIONS AND THEIR CONTRIBUTIONS TO THE LOCAL AIR QUALITY IN HONG KONG
Chan, K. L., & Qin, K. (2017) · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · doi:10.5194/isprs-archives-xlii-2-w7-29-2017 · Cited by 12
“These pollutants have both direct and indirect influences on the global atmospheric chemistry and climate system (Streets et al., 2003).”
BackgroundChaddha, A. S., Mathews, R. P., Kumar, K., Ali, S. N., Phartiyal, B., Manoj, M. C., & Sharma, A. (2021) · Journal of Archaeological Science Reports · doi:10.1016/j.jasrep.2021.102799 · Cited by 12
Reassessment and update of emission factors for unintentional dioxin-like polychlorinated biphenyls
Gong, W., Fiedler, H., Liu, X., Wang, B., & Yu, G. (2017) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2017.05.068 · Cited by 12
Tian, X., Ren, B., Xie, P., Xu, J., Li, A., Hu, F., Zheng, J., Ren, H., Hu, Z., Pan, Y., et al. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.157749 · Cited by 12
Impact of Northeast Asian Biomass Burning Activities on Regional Atmospheric Environment
Lee, K. (2012) · Journal of the Korean Association of Geographic Information Studies · doi:10.11108/kagis.2012.15.1.184 · Cited by 12
Li, J., Shan, Y., Yin, S., Wang, M., Sun, L., & Wang, D. (2019) · Journal of Forestry Research · doi:10.1007/s11676-019-00958-1 · Cited by 13
“Fires affect forest ecosystems, often with profound impacts on the global ecological environment, air quality and social economy (Bowman et al. 2009; Marlier et al. 2012; Streets et al. 2003).”
BackgroundCrop Residue Burning in North‐Western India: Emission Estimation and Uncertainty Quantification
Ambulkar, R., Govardhan, G., Gavhale, S., Kalita, G., Pande, C. B., Jat, R., Kulkarni, S. H., Khare, M. K., Attri, S. D., & Ghude, S. D. (2025) · Journal of Geophysical Research Atmospheres · doi:10.1029/2024jd042198 · Cited by 11
“…study, RC is the residue to crop ratio (1.50) (Bandyopadhyay et al., 2001), f DM is the dry matter fraction of crop (0.85) (Eggleston et al., 2006; Streets et al., 2003), f burnt is the fraction of crop residue burnt (0.9 for Punjab and 0.32 for Haryana) (Liu et al., 2019), f BE is the burn…”
InfluentialIntense Biomass Burning Over Northern India and Its Impact on Air Quality, Chemistry and Climate
Roy, C., Ayantika, D. C., Girach, I. A., & Chakrabarty, C. (2022) · Disaster Resilience and Green Growth · doi:10.1007/978-981-16-7727-4_8 · Cited by 15
Spatio-temporal variation of biomass burning fires over Indian region using satellite data
Saheb, S. D., Kant, Y., Sateesh, M., Sharma, V., Rawat, D. S., & Chandola, H. C. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-99262-6.00009-2 · Cited by 11
Ebright, S. J., Stan, A. B., Sâm, H. V., & Fulé, P. Z. (2023) · Fire · doi:10.3390/fire6040164 · Cited by 11
“[14] estimated forest burning to account for 45% of regional burning and emissions, followed by croplands and savanna.”
BackgroundInfluentialShrestha, S., Zhou, S., Mehra, M., Guagenti, M., Yoon, S., Alvarez, S. L., Guo, F., Chao, C.-Y., Flynn, J. H., III, Wang, Y., et al. (2023) · Atmospheric chemistry and physics · doi:10.5194/acp-23-10845-2023 · Cited by 13
“…be transported across long distances and impact air quality in downwind locations (Rogers et al., 2020; Sciare et al., 2008; Sakamoto et al., 2015; Streets et al., 2003; Zhang et al., 2012; Morris et al., 2006; Markowicz et al., 2016; Forster et al., 2001) During long-range transport, the…”
BackgroundMethodZhang, Z.-E., Li, J., Zhang, R., Tian, C., Sun, Z., Li, T., Han, M., Yu, K., & Zhang, G. (2024) · Environmental Science & Technology · doi:10.1021/acs.est.3c09173 · Cited by 11
Zhu, J., Yue, X., Zhou, H., Che, H., Xia, X., Wang, J., Zhao, T., Tian, C., & Liao, H. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.172337 · Cited by 11
Identification of NO2 and SO2 over China: Characterization of polluted and hotspots Provinces
Ali, M. A., Assiri, M. E., Islam, M. N., Bilal, M., Ghulam, A. S., & Huang, Z. (2024) · Air Quality Atmosphere & Health · doi:10.1007/s11869-024-01565-8 · Cited by 12
“A significant increase in industrial development and traffic in eastern China is another important reason for the increasing NO 2 (Streets et al. 2003; Wang 2004).”
Yue, T., Tong, Y., Gao, J., Yuan, Y., Wang, L., & Wei, H. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.167982 · Cited by 11
Liu, X., Liu, Z., Jiao, W., Li, X., Lin, J., & Ku, A. Y. (2017) · Frontiers in Energy · doi:10.1007/s11708-017-0518-y · Cited by 11
Nguyen, D. L., Kim, J. Y., Ghim, Y. S., & Shim, S.-G. (2014) · Environmental Science and Pollution Research · doi:10.1007/s11356-014-3587-z · Cited by 11
“Among these, forest fires account for the largest proportion of total biomass burning (45 %), followed by burning of crop residues (34 %) and burning of savanna or grassland (20 %) (Streets et al. 2003).”
BackgroundPre-monsoon submicron aerosol composition and source contribution in the Kathmandu Valley, Nepal
Werden, B., Giordano, M. R., Goetz, J. D., Islam, M. R., Bhave, P. V., Praveen, P. S., Rupakheti, M., Saikawa, E., Panday, A. K., Yokelson, R. J., et al. (2022) · Environmental Science Atmospheres · doi:10.1039/d2ea00008c · Cited by 13
Ningombam, S. S., Khatri, P., Larson, E. J. L., Dumka, U. C., Sarangi, C., & Vineeth, R. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.159898 · Cited by 10
Zhu, Q., Wang, W., Shan, C., Xie, Y. S., Zeng, X., Wu, P., Liang, B., & Liu, C. (2024) · Optics Express · doi:10.1364/oe.516258 · Cited by 10
Assessment of Rice Residues as Potential Energy Source in Pakistan
Memon, T. A. (2022) · Sukkur IBA Journal of Emerging Technologies · doi:10.30537/sjet.v5i1.982 · Cited by 10
“Dry matter content for RH and straw is taken from [67] and proportion of burnt residue (%) is taken as 25% as estimated by [68].”
MethodComparison of GHG emissions from open field burning and anaerobic digestion of rice straw
Mothe, S., Polisetty, V. R., Sridhar, P., Surampalli, R. Y., Zhang, T. C., Tyagi, R. D., & Bhunia, P. (2022) · Environmental Technology · doi:10.1080/09593330.2022.2153749 · Cited by 10
“But only emissions from combustion of RS and AD of RS are considered in conclusions to compare the GWP according to the objectives [7,27].”
Guha, T., & Ghosh, P. (2014) · Environmental Science and Pollution Research · doi:10.1007/s11356-014-3530-3 · Cited by 10
Cultural and Ritual Burning Emission Factors and Activity Levels in India
Pervez, S., Chakrabarty, R. K., Dewangan, S., Watson, J. G., Chow, J. C., Matawle, J. L., & Pervez, Y. F. (2014) · Aerosol and Air Quality Research · doi:10.4209/aaqr.2014.01.0022 · Cited by 10
“In India, large amounts of EC and OC are emitted from agricultural crop residue burning (Streets et al. , 2003; Vadrevu et al. , 2008; Gadde et al. , 2009; Rehman et al. , 2011; Sahai et al. , 2011), fossil fuel combustion in residential (Raiyani et al. , 1993; Kandpal et al. , 1995), industrial…”
Yu, T., Lin, C.-Y., & Chang, L. W. (2012) · Atmospheric Environment · doi:10.1016/j.atmosenv.2012.02.038 · Cited by 10
Pham, T. V., Thuý, B. T. P., Thi, Q. V., & Do, A. N. T. (2025) · Water Air & Soil Pollution · doi:10.1007/s11270-025-08628-1 · Cited by 9
“…of crop j; Ex ij is the emissions of pollutant i from crop j; M j is the biomass output burned from crop j (kg/year); emissionfactor ij is the emission factor of pollutant i from crop type j (g/year); and the emission factors of CO and CO 2 are 93 and 1,177, respectively (Streets et al., 2003).”
InfluentialJia, G., Huang, Z., Tang, X., Ou, J., Lu, M., Xu, Y., Zhong, Z., Sha, Q., Wu, H., Zheng, C., et al. (2022) · Journal of Environmental Sciences · doi:10.1016/j.jes.2021.08.048 · Cited by 9
Godhani, N., Joshi, H., Jana, S., Gogoi, M. M., & Babu, S. S. (2022) · Advances in Space Research · doi:10.1016/j.asr.2022.07.046 · Cited by 9
Pollution Characteristics and Source Apportionment of Black Carbon Aerosols during Spring in Beijing
Lei, W., Li, X., Yin, Z., Zhang, L., & Zhao, W. (2024) · Toxics · doi:10.3390/toxics12030202 · Cited by 9
“The primary sources of CO in atmospheric pollutants are automobile exhaust emissions, while the primary source of NO 2 is industrial sources and traffic sources [9,18,38,39].”
BackgroundEmissions inventory and scenario analyses of air pollutants in Guangdong Province, China
Chen, H., & Meng, J. (2016) · Frontiers of Earth Science · doi:10.1007/s11707-016-0551-x · Cited by 9
Secondary organic aerosol formation from straw burning using an oxidation flow reactor
Wang, H., Guo, S., Wu, Z., Qiao, K., Tang, R., Yu, Y., Xu, W., Zhu, W., Zeng, L., Huang, X., et al. (2022) · Journal of Environmental Sciences · doi:10.1016/j.jes.2021.08.049 · Cited by 9
Climate Change Mitigation: Policies and Lessons for Asia
(2022) · Asian Development Bank Institute eBooks · doi:10.56506/ojyg4210 · Cited by 9
Чэн, Б., Hu, J., Song, Z., Zhou, X., Zhao, L., Wang, Y., Chen, R., & Ren, Y. (2023) · Atmospheric Environment · doi:10.1016/j.atmosenv.2023.120021 · Cited by 9
Advanced measurements of undersampled globally significant biomass burning sources
Stockwell, C. E. (2016) · The Mathematics Enthusiast · Cited by 12
Kumar, P., Beig, G., Singh, V., Sahu, S. K., Siingh, D., & Bamniya, B. R. (2023) · Atmospheric Environment · doi:10.1016/j.atmosenv.2023.120147 · Cited by 8
Metadata
- Authors
- Streets, D. G., Yarber, K. F., Woo, J. ‐., & Carmichael, G. R.
- Affiliations
- Argonne National Laboratory (US)
- University of Iowa (US)
- Venue
- Global Biogeochemical Cycles
- Publisher
- American Geophysical Union (AGU)
- Published
- 2003-10-15
- Volume
- 17
- Issue
- 4
- ISSN
- 0886-6236 (ISSN-L)
- 1944-9224
- OpenAlex
- W2084089284
- Cited by
- 807
- References
- 32
- Citations by year
- 2026: 19 · 2025: 21 · 2024: 44 · 2023: 43 · 2022: 60 · 2021: 50 · 2020: 57 · 2019: 53 · 2018: 54 · 2017: 52 · 2016: 41 · 2015: 44 · 2014: 44 · 2013: 34 · 2012: 39
- FWCI
- 13.32
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Global Biogeochemical Cycles (publishedVersion)
- NCHU Institutional Repository CRIS (submittedVersion)
- Funders
- U.S. Department of Energy
- National Aeronautics and Space Administration
- University of Chicago
- Argonne National Laboratory
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Fire effects on ecosystems
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › Atmospheric chemistry and aerosols
- Physical Sciences › Environmental Science › Global and Planetary Change › Atmospheric aerosols and clouds
- Keywords
- biomass burning, forest burning, crop residue burning, emission estimates, TOMS aerosol index, black carbon, organic carbon, sulfur dioxide, nitrogen oxides, methane, non-methane volatile organic compounds, air quality modeling, emission uncertainty, seasonal and spatial distribution
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