Articles | Volume 16, issue 17
https://doi.org/10.5194/acp-16-11249-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/acp-16-11249-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Source apportionment of PM2.5 at a regional background site in North China using PMF linked with radiocarbon analysis: insight into the contribution of biomass burning
Zheng Zong
Key Laboratory of Coastal Environmental Processes and Ecological
Remediation, Yantai Institute of Coastal Zone Research, Chinese Academy of
Sciences, Yantai, 264003, China
University of Chinese Academy of Sciences, Beijing, 100049, China
Xiaoping Wang
State Key Laboratory of Organic Geochemistry, Guangzhou Institute
of Geochemistry, Chinese Academy of Sciences, Guangzhou, 510640, China
Chongguo Tian
CORRESPONDING AUTHOR
Key Laboratory of Coastal Environmental Processes and Ecological
Remediation, Yantai Institute of Coastal Zone Research, Chinese Academy of
Sciences, Yantai, 264003, China
Key Laboratory of Cities' Mitigation and Adaptation to Climate
Change in Shanghai (CMA), College of Environmental Science and Engineering,
Tongji University, Shanghai, 200092, China
Lin Qu
Yantai Oceanic Environmental Monitoring Central Station, SOA,
Yantai, 264006, China
Ling Ji
Yantai Oceanic Environmental Monitoring Central Station, SOA,
Yantai, 264006, China
Guorui Zhi
Chinese Research Academy of Environmental Sciences, Beijing,
100012, China
State Key Laboratory of Organic Geochemistry, Guangzhou Institute
of Geochemistry, Chinese Academy of Sciences, Guangzhou, 510640, China
Gan Zhang
State Key Laboratory of Organic Geochemistry, Guangzhou Institute
of Geochemistry, Chinese Academy of Sciences, Guangzhou, 510640, China
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- Flux and source-sink relationship of heavy metals and arsenic in the Bohai Sea, China X. Liang et al. 10.1016/j.envpol.2018.08.011
- The effect of mixed layer across air mass trajectory pathways on PM2.5 constituent levels: The case of a major urban center in the Eastern Mediterranean K. Dimitriou et al. 10.1016/j.apr.2024.102129
- Source apportionment of ambient PM2.5 in two locations in central Tehran using the Positive Matrix Factorization (PMF) model S. Taghvaee et al. 10.1016/j.scitotenv.2018.02.096
- Molecular marker study of aerosols in the northern South China Sea: Impact of atmospheric outflow from the Indo-China Peninsula and South China X. Geng et al. 10.1016/j.atmosenv.2019.02.033
- Seasonal trend and source identification of polycyclic aromatic hydrocarbons associated with fine particulate matters (PM2.5) in Isfahan City, Iran, using diagnostic ratio and PMF model M. Soleimani et al. 10.1007/s11356-021-17635-8
- First Assessment of NOx Sources at a Regional Background Site in North China Using Isotopic Analysis Linked with Modeling Z. Zong et al. 10.1021/acs.est.6b06316
- Potential health risks of inhaled toxic elements and risk sources during different COVID-19 lockdown stages in Linfen, China Y. Wang et al. 10.1016/j.envpol.2021.117454
- Haze-day Trends from 2013 to 2020 and Analysis of Spatiotemporal Characteristics of a Haze Process in Ningbo, China L. Hu et al. 10.1088/1742-6596/2112/1/012009
- Pollution Characteristics of Environmental Persistent Free Radicals (Epfrs) and Their Contribution to Oxidation Potential in Road Dust in a Large City in Northwest China H. Li et al. 10.2139/ssrn.4159397
- Sources of PM2.5-bound water soluble ions at EMEP’s Auchencorth Moss (UK) supersite revealed by 3D-Concentration Weighted Trajectory (CWT) model K. Dimitriou et al. 10.1016/j.chemosphere.2021.129979
- PMF and PSCF based source apportionment of PM2.5 at a regional background site in North China Z. Zong et al. 10.1016/j.atmosres.2017.12.013
- Speciation and source changes of atmospheric arsenic in Qingdao from 2016 to 2020 - Response to control policies in China H. Sun et al. 10.1016/j.chemosphere.2022.137438
- Spatial Distribution and Source of Inorganic Elements in PM2.5 During a Typical Winter Haze Episode in Guilin, China T. Long et al. 10.1007/s00244-020-00736-9
- Seasonal characteristics of PM2.5 and its chemical species in the northern rural China K. Liu & J. Ren 10.1016/j.apr.2020.08.005
- The characteristics of atmospheric brown carbon in Xi'an, inland China: sources, size distributions and optical properties C. Wu et al. 10.5194/acp-20-2017-2020
- Investigation of a haze-to-dust and dust swing process at a coastal city in northern China part I: Chemical composition and contributions of anthropogenic and natural sources W. Zhu et al. 10.1016/j.scitotenv.2022.158270
- Real-time measurements of mineral dust concentration in coarse particulate matter (PM10–2.5) by employing a novel optical-based technique in Los Angeles R. Tohidi et al. 10.1016/j.scitotenv.2022.156215
- Chemical characteristics, source apportionment, and regional contribution of PM2.5 in Zhangjiakou, Northern China: A multiple sampling sites observation and modeling perspective Y. Liu et al. 10.1016/j.envadv.2021.100034
- Sources and formation characteristics of particulate nitrate in the Pearl River Delta region of China: Insights from three-year online observations J. Zhang et al. 10.1016/j.scitotenv.2024.174107
- High-time-resolution source apportionment of PM<sub>2.5</sub> in Beijing with multiple models Y. Liu et al. 10.5194/acp-19-6595-2019
- Size-segregated source identification of water-soluble and water-insoluble metals and trace elements of coarse and fine PM in central Los Angeles M. Badami et al. 10.1016/j.atmosenv.2023.119984
- Optical properties closure and sources of size-resolved aerosol in Nanjing around summer harvest period L. Yao et al. 10.1016/j.atmosenv.2020.118017
- Source apportionment and regional transport of PM2.5 during haze episodes in Beijing combined with multiple models L. Lv et al. 10.1016/j.atmosres.2021.105957
- Long-term trends in the contribution of PM2.5sources to organic carbon (OC) in the Los Angeles basin and the effect of PM emission regulations A. Altuwayjiri et al. 10.1039/D0FD00074D
- Concentrations, Source Characteristics, and Health Risk Assessment of Toxic Heavy Metals in PM2.5 in a Plateau City (Kunming) in Southwest China X. Han et al. 10.3390/ijerph182111004
- Characteristics and source identification of fine particles in the Nanchang subway, China S. Huang et al. 10.1016/j.buildenv.2021.107925
- Development and assessment of a receptor source apportionment model based on four nonnegative matrix factorization algorithms H. Liu et al. 10.1016/j.atmosenv.2018.10.037
- Chemical characteristics and source apportionment of PM2.5 in a petrochemical city: Implications for primary and secondary carbonaceous component G. Yan et al. 10.1016/j.jes.2020.11.012
- Burden of typical diseases attributed to the sources of PM2.5-bound toxic metals in Beijing: An integrated approach to source apportionment and QALYs J. Liu et al. 10.1016/j.envint.2019.105041
- Postharvest Burning of Crop Residues in Home Stoves in a Rural Site of Daejeon, Korea: Its Impact to Atmospheric Carbonaceous Aerosol J. Jung & J. Kang 10.3390/atmos12020257
- Variations in FINN Emissions of Particulate Matters and Associated Carbonaceous Aerosols from Remote Sensing of Open Biomass Burning over Northeast China during 2002–2016 G. Ma et al. 10.3390/su10093353
- Impacts of short-term mitigation measures on PM<sub>2.5</sub> and radiative effects: a case study at a regional background site near Beijing, China Q. Wang et al. 10.5194/acp-19-1881-2019
- Comparative study of chemical characterization and source apportionment of PM2.5 in South China by filter-based and single particle analysis J. Mao et al. 10.1525/elementa.2021.00046
- Mass Concentration, Chemical Composition, and Source Characteristics of PM2.5 in a Plateau Slope City in Southwest China J. Shi et al. 10.3390/atmos12050611
- A comprehensive biomass burning emission inventory with high spatial and temporal resolution in China Y. Zhou et al. 10.5194/acp-17-2839-2017
- Approaches for identifying PM2.5 source types and source areas at a remote background site of South China in spring K. Zhang et al. 10.1016/j.scitotenv.2019.07.178
- Source apportionment of size-segregated atmospheric particles and the influence of particles deposition in the human respiratory tract in rural and urban locations of north-east India R. Garaga et al. 10.1016/j.chemosphere.2020.126980
- Source apportionment of the oxidative potential of fine ambient particulate matter (PM2.5) in Athens, Greece S. Taghvaee et al. 10.1016/j.scitotenv.2018.11.016
- Assessing the contribution of open crop straw burning to ground-level ozone and associated health impacts in China and the effectiveness of straw burning bans L. Huang et al. 10.1016/j.envint.2022.107710
- Identifying the fundamental drives behind the 10-year evolution of northern China's rural household energy and emission: Implications for 2030 and beyond Y. Zhang et al. 10.1016/j.scitotenv.2022.161053
- Assessment and quantification of NOx sources at a regional background site in North China: Comparative results from a Bayesian isotopic mixing model and a positive matrix factorization model Z. Zong et al. 10.1016/j.envpol.2018.08.026
- The importance of photochemical loss to source analysis and ozone formation potential: Implications from in-situ observations of volatile organic compounds (VOCs) in Guangzhou, China C. He et al. 10.1016/j.atmosenv.2023.120320
- The impacts of pollution control measures on PM2.5 reduction: Insights of chemical composition, source variation and health risk H. Zheng et al. 10.1016/j.atmosenv.2018.10.023
- Effect of Different Combustion Processes on Atmospheric Nitrous Acid Formation Mechanisms: A Winter Comparative Observation in Urban, Suburban and Rural Areas of the North China Plain W. Zhang et al. 10.1021/acs.est.1c07784
- Determining the number of factors for non-negative matrix and its application in source apportionment of air pollution in Singapore M. Yan et al. 10.1007/s00477-019-01677-z
- Neglected biomass burning emissions of air pollutants in China-views from the corncob burning test, emission estimation, and simulations J. Wu et al. 10.1016/j.atmosenv.2022.119082
- Seasonal distributions and possible sources of low molecular weight organic acids in PM2.5 from a typical mining city after decade green mining developing in Southeastern Hubei, Central China S. Liu et al. 10.1016/j.atmosenv.2024.120455
- Estimating premature mortality attributable to PM2.5 exposure and benefit of air pollution control policies in China for 2020 K. Maji et al. 10.1016/j.scitotenv.2017.08.254
- A Review of Recent Advances in Research on PM2.5 in China Y. Lin et al. 10.3390/ijerph15030438
- Investigation of Organic Carbon Profiles and Sources of Coarse Pm in Los Angeles R. Tohidi et al. 10.2139/ssrn.4157124
- Quantifying the relative importance of major tracers for fine particles released from biofuel combustion in households in the rural North China Plain J. Tao et al. 10.1016/j.envpol.2020.115764
- Combining Positive Matrix Factorization and Radiocarbon Measurements for Source Apportionment of PM2.5 from a National Background Site in North China X. Wang et al. 10.1038/s41598-017-10762-8
- Trace elements in PM2.5 in Shandong Province: Source identification and health risk assessment J. Zhang et al. 10.1016/j.scitotenv.2017.11.292
- Differing effects of escalating pollution on absorption and scattering efficiencies of aerosols: Toward co-beneficial air quality enhancement and climate protection measures Y. Zhang et al. 10.1016/j.atmosenv.2020.117570
- Preparation and characterization of dissolving pulp and lyocell fibers from corncob G. Yang et al. 10.1007/s10570-023-05179-8
- Accumulation of heavy metals in the leaves of different tree species and its association with the levels of atmospheric PM 2.5 -bond heavy metals in Isfahan S. Omidi et al. 10.1080/15226514.2024.2413414
- Six sources mainly contributing to the haze episodes and health risk assessment of PM2.5 at Beijing suburb in winter 2016 X. Xu et al. 10.1016/j.ecoenv.2018.09.069
- In situ biomass burning enhanced the contribution of biogenic sources to sulfate aerosol in subtropical cities T. Li et al. 10.1016/j.scitotenv.2023.168384
- The characterization of fine particulate matter downwind of Houston: Using integrated factor analysis to identify anthropogenic and natural sources B. Sadeghi et al. 10.1016/j.envpol.2020.114345
- Source Apportionment of PM2.5 in Guangzhou Based on an Approach of Combining Positive Matrix Factorization with the Bayesian Mixing Model and Radiocarbon T. Li et al. 10.3390/atmos11050512
- Long-term trends in concentrations and sources of PM2.5–bound metals and elements in central Los Angeles V. Farahani et al. 10.1016/j.atmosenv.2021.118361
- Estimation of the contribution of biomass fuel burning activities in North Korea to the air quality in Seoul, South Korea: Application of the 3D-PSCF method I. Kim et al. 10.1016/j.atmosres.2019.104628
- Identification of species and sources of atmospheric chromophores by fluorescence excitation-emission matrix with parallel factor analysis Q. Chen et al. 10.1016/j.scitotenv.2020.137322
- Real-time emission and stage-dependent emission factors/ratios of specific volatile organic compounds from residential biomass combustion in China Y. Zhang et al. 10.1016/j.atmosres.2020.105189
- Application of machine learning algorithms to improve numerical simulation prediction of PM2.5 and chemical components L. Lv et al. 10.1016/j.apr.2021.101211
- New insights into the sources and formation of carbonaceous aerosols in China: potential applications of dual-carbon isotopes F. Cao et al. 10.1093/nsr/nwx097
- Characteristics of indoor and outdoor fine particles in heating period at urban, suburban, and rural sites in Harbin, China W. Fang et al. 10.1007/s11356-019-06640-7
- Chemical characterization and source identification of PM<sub>2.5</sub> at multiple sites in the Beijing–Tianjin–Hebei region, China X. Huang et al. 10.5194/acp-17-12941-2017
- Impact of COVID-19 lockdown on the optical properties and radiative effects of urban brown carbon aerosol Y. Zhang et al. 10.1016/j.gsf.2021.101320
- Quantifying ambient concentrations of primary and secondary organic aerosol in central Los Angeles using an integrated approach coupling source apportionment with regression analysis R. Tohidi et al. 10.1016/j.atmosenv.2021.118807
- Molecular characterization of major oxidative potential active species in ambient PM2.5: Emissions from biomass burning and ship exhaust C. Xing et al. 10.1016/j.envpol.2024.125291
- Striking impacts of biomass burning on PM2.5 concentrations in Northeast China through the emission inventory improvement L. Chen et al. 10.1016/j.envpol.2022.120835
- Spatiotemporal variation of domestic biomass burning emissions in rural China based on a new estimation of fuel consumption X. Xing et al. 10.1016/j.scitotenv.2018.01.048
- Estimating the open biomass burning emissions in central and eastern China from 2003 to 2015 based on satellite observation J. Wu et al. 10.5194/acp-18-11623-2018
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Short summary
We explore the source apportionment of PM2.5 in North China in winter using an original combination method, and coal combustion, biomass burning and vehicle emissions are identified as the largest contributors of PM2.5, accounting for 29.6, 19.3 and 15.8 %, respectively. Biomass burning emission was highlighted in the present study because of its dominant contribution to the PM2.5 burden in the Shandong Peninsula and because it is neglected in the air pollution control program.
We explore the source apportionment of PM2.5 in North China in winter using an original...
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