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Review Paper

Review of receptor modeling methods for source apportionment

Pages 237-259 | Received 24 Oct 2015, Accepted 06 Jan 2016, Published online: 18 Feb 2016

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Daniela Mellado, Daniela Giuliani, Pablo Martin Demetrio, Erica Yanina Sanchez, Andrés Porta & Jorge Esteban Colman Lerner. (2022) Influence of vehicular emissions on the levels of polycyclic aromatic hydrocarbons (PAHs) in urban and industrial areas of La Plata, Argentina. Environmental Monitoring and Assessment 194:11.
Crossref
Sahil Bhandari, Zainab Arub, Gazala Habib, Joshua S. Apte & Lea Hildebrandt Ruiz. (2022) Source apportionment resolved by time of day for improved deconvolution of primary source contributions to air pollution. Atmospheric Measurement Techniques 15:20, pages 6051-6074.
Crossref
Mohammad Saleh Ali-Taleshi, Stefania Squizzato, Sadat Feiznia & Giovanni Carabalí. (2022) From dust to the sources: The first quantitative assessment of the relative contributions of emissions sources to elements (toxic and non-toxic) in the urban roads of Tehran, Iran. Microchemical Journal 181, pages 107817.
Crossref
S. Coelho, J. Ferreira, V. Rodrigues & M. Lopes. (2022) Source apportionment of air pollution in European urban areas: Lessons from the ClairCity project. Journal of Environmental Management 320, pages 115899.
Crossref
Mohammad Javad Nematollahi, Sajjad Abbasi, Zahra Mohammadi, Ali Najmeddin, Sasan Moravej, Mohammad Reza Yousefi, Rudy Swennen, Robert Duce, Suzie M. Reichman & Philip K. Hopke. (2022) Evaluation of the 13 May 2018 frontal dust storm in Shiraz: Stable isotopes signature, source apportionment, and concentration of potentially toxic elements. Aeolian Research 58, pages 100820.
Crossref
Jia Xu, Peng Wang, Tiantian Li, Guoliang Shi, Meng Wang, Lei Huang, Shaofei Kong, Jicheng Gong, Wen Yang, Xinhua Wang, Chunmei Geng, Bin Han & Zhipeng Bai. (2022) Exposure to Source-Specific Particulate Matter and Health Effects: a Review of Epidemiological Studies. Current Pollution Reports 8:4, pages 569-593.
Crossref
Nirav L. Lekinwala & Mani Bhushan. (2022) Generalised non-negative matrix factorisation for air pollution source apportionment. Science of The Total Environment 839, pages 156294.
Crossref
Lingfeng Zhou, Xiaoli Zhao, Yaobin Meng, Yang Fei, Miaomiao Teng, Fanhao Song & Fengchang Wu. (2022) Identification priority source of soil heavy metals pollution based on source-specific ecological and human health risk analysis in a typical smelting and mining region of South China. Ecotoxicology and Environmental Safety 242, pages 113864.
Crossref
Young Su Lee, Young Kwon Kim, Eunhwa Choi, Hyeri Jo, Hyeseung Hyun, Seung-Muk Yi & Jae Young Kim. (2022) Health risk assessment and source apportionment of PM2.5-bound toxic elements in the industrial city of Siheung, Korea. Environmental Science and Pollution Research 29:44, pages 66591-66604.
Crossref
Ilhan Ryoo, Jieun Park, Taeyeon Kim, Jiwon Ryu, Yeonseung Cheong, Joonyoung Ahn & Seung-Muk Yi. (2022) Study of PM2.5 Using PMF Receptor Model and Advancement of Source Apportionment. Journal of Korean Society for Atmospheric Environment 38:4, pages 493-507.
Crossref
José Abel Espinoza-Guillen, Marleni Beatriz Alderete-Malpartida, Jimmy Hans Cañari-Cancho, Dennis Libio Pando-Huerta, David Fernando Vargas-La Rosa & Sadyth Jhocelú Bernabé-Meza. (2022) Immission levels and identification of sulfur dioxide sources in La Oroya city, Peruvian Andes. Environment, Development and Sustainability.
Crossref
Yong Zhang, Mark L. Brusseau, Roseanna M. Neupauer & Wei Wei. (2022) General Backward Model to Identify the Source for Contaminants Undergoing Non-Fickian Diffusion in Water. Environmental Science & Technology 56:15, pages 10743-10753.
Crossref
Marc Fadel, Frédéric Ledoux, Marianne Seigneur, Konstantina Oikonomou, Jean Sciare, Dominique Courcot & Charbel Afif. (2022) Chemical profiles of PM2.5 emitted from various anthropogenic sources of the Eastern Mediterranean: Cooking, wood burning, and diesel generators. Environmental Research 211, pages 113032.
Crossref
Lingling Wu & Tetsuo Shimizu. (2022) Analysis of the impact of non-compulsory measures on human mobility in Japan during the COVID-19 pandemic. Cities 127, pages 103751.
Crossref
Youngkwon Kim, Kwonho Jeon, Jieun Park, Kyuseok Shim, Sang-Woo Kim, Hye-Jung Shin, Seung-Muk Yi & Philip K. Hopke. (2022) Local and transboundary impacts of PM2.5 sources identified in Seoul during the early stage of the COVID-19 outbreak. Atmospheric Pollution Research 13:8, pages 101510.
Crossref
Dimitrios Bousiotis, David C. S. Beddows, Ajit Singh, Molly Haugen, Sebastián Diez, Pete M. Edwards, Adam Boies, Roy M. Harrison & Francis D. Pope. (2022) A study on the performance of low-cost sensors for source apportionment at an urban background site. Atmospheric Measurement Techniques 15:13, pages 4047-4061.
Crossref
Sanchita Paul & Md Aynul Bari. (2022) Elucidating sources of VOCs in the Capital Region of New York State: Implications to secondary transformation and public health exposure. Chemosphere 299, pages 134407.
Crossref
Mei Zhang, Jia Jia, Bo Wang, Weihong Zhang, Chenming Gu, Xiaochen Zhang & Yuanhao Zhao. (2022) Source Apportionment of Fine Particulate Matter during the Day and Night in Lanzhou, NW China. International Journal of Environmental Research and Public Health 19:12, pages 7091.
Crossref
Pu Li, Xiayu Chen, Haibo Niu, Zhenhua Lu, Zekun Zhang, Ge Lin & Ke Yuan. (2022) An Advanced PMF Model Based on Degradation Process for Pollutant Apportionment in Coastal Areas. Water 14:11, pages 1823.
Crossref
Sanghee Lee, Changhee Han, Jinho Ahn, Youngcheol Han, Ah-hyung Lee, Seokhyun Ro & Sungmin Hong. (2022) Characterization of trace elements and Pb isotopes in PM2.5 and isotopic source identification during haze episodes in Seoul, Korea. Atmospheric Pollution Research 13:6, pages 101442.
Crossref
Ho-Tang Liao, Pei-Yuan Hsieh, Philip K. Hopke & Chang-Fu Wu. (2022) Development and evaluation of an integrated method using distance- and probability-based profile matching approaches in receptor modeling. Atmospheric Pollution Research 13:6, pages 101423.
Crossref
Umangi H. Mehta, Daya S. Kaul, Dane Westerdahl, Zhi Ning, Kai Zhang, Li Sun, Peng Wei, Hardik H. Gajjar, Jai D. Jeyaraman, Mansi V. Patel & Rutu R. Joshi. (2022) Understanding the Sources of Heavy Metal Pollution in Ambient Air of Neighboring a Solid Waste Landfill Site. Aerosol Science and Engineering 6:2, pages 161-175.
Crossref
Yazhi Wang, Hualong Hong, Lu Qian, Qiang Wang, Junwei Li, Qi Huang, Yongcan Jiang, Haoliang Lu, Jingchun Liu, Yunwei Dong, Jian Li & Chongling Yan. (2022) Polycyclic aromatic hydrocarbons at subcritical levels as novel indicators of microbial adaptation in a pre-industrial river delta. Chemosphere 295, pages 133858.
Crossref
Bavand Sadeghi, Arman Pouyaei, Yunsoo Choi & Bernhard Rappenglueck. (2022) Influence of seasonal variability on source characteristics of VOCs at Houston industrial area. Atmospheric Environment 277, pages 119077.
Crossref
Lin Qu, Lin Yang, Yinghong Zhang, Xiaoping Wang, Rong Sun, Bo Li, Xiaoxue Lv, Yuehong Chen, Qin Wang, Chongguo Tian & Ling Ji. (2022) Source Apportionment and Toxic Potency of PM2.5-Bound Polycyclic Aromatic Hydrocarbons (PAHs) at an Island in the Middle of Bohai Sea, China. Atmosphere 13:5, pages 699.
Crossref
James A. Jahnke. 2022. Continuous Emission Monitoring. Continuous Emission Monitoring 253 275 .
Beatrice Vincenti, Enrico Paris, Monica Carnevale, Adriano Palma, Ettore Guerriero, Domenico Borello, Valerio Paolini & Francesco Gallucci. (2022) Saccharides as Particulate Matter Tracers of Biomass Burning: A Review. International Journal of Environmental Research and Public Health 19:7, pages 4387.
Crossref
Yun-Hsin Kuo, Takanori Fujiwara, Charles C.-K. Chou, Chun-houh Chen & Kwan-Liu Ma. (2022) A Machine-learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data. A Machine-learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data.
Wei Wang, Weiman Xu, Shuai Deng, Yimeng Chai, Ruoyu Ma, Guoliang Shi, Bo Xu, Mei Li & Yue Li. (2022) Self-feedback LSTM regression model for real-time particle source apportionment. Journal of Environmental Sciences 114, pages 10-20.
Crossref
Shweta Yadav, Sachchida N. Tripathi & Maheswar Rupakheti. (2022) Current status of source apportionment of ambient aerosols in India. Atmospheric Environment 274, pages 118987.
Crossref
Carlos Boente, María Millán-Martínez, Ana M. Sánchez de la Campa, Daniel Sánchez-Rodas & Jesús D. de la Rosa. (2022) Physicochemical assessment of atmospheric particulate matter emissions during open-pit mining operations in a massive sulphide ore exploitation. Atmospheric Pollution Research 13:4, pages 101391.
Crossref
Enikő Furu, Anikó Angyal, Zoltán Szoboszlai, Enikő Papp, Zsófia Török & Zsófia Kertész. (2022) Characterization of Aerosol Pollution in Two Hungarian Cities in Winter 2009–2010. Atmosphere 13:4, pages 554.
Crossref
Xufei Yang, Noor Haleem, Augustina Osabutey, Zhisheng Cen, Karlee L. Albert & Daniel Autenrieth. (2022) Particulate Matter in Swine Barns: A Comprehensive Review. Atmosphere 13:3, pages 490.
Crossref
Mohammad Saleh Ali-Taleshi, Sadat Feiznia & Mauro Masiol. (2022) Seasonal and spatial variations of atmospheric depositions-bound elements over Tehran megacity, Iran: Pollution levels, PMF-based source apportionment and risks assessment. Urban Climate 42, pages 101113.
Crossref
Wing Sze Chow, X.H. Hilda Huang, Ka Fung Leung, Lin Huang, Xiangrong Wu & Jian Zhen Yu. (2022) Molecular and elemental marker-based source apportionment of fine particulate matter at six sites in Hong Kong, China. Science of The Total Environment 813, pages 152652.
Crossref
Yunle Chen, David Q. Rich & Philip K. Hopke. (2022) Long-term PM2.5 source analyses in New York City from the perspective of dispersion normalized PMF. Atmospheric Environment 272, pages 118949.
Crossref
Shanmuga Priyan R, Anju Elizbath Peter, Jyothi S. Menon, Mohan George, S.M. Shiva Nagendra & Mukesh Khare. (2022) Composition, sources, and health risk assessment of particulate matter at two different elevations in Delhi city. Atmospheric Pollution Research 13:2, pages 101295.
Crossref
R. Shanmuga Priyan, Anju Elizbath Peter, Jyothi S. Menon, Mohan George, S. M. Shiva Nagendra & Mukesh Khare. (2021) Vertical distribution of PM10 and PM2.5 emission sources and chemical composition during winter period in Delhi city. Air Quality, Atmosphere & Health 15:2, pages 255-271.
Crossref
Hang Du, Yuanyuan Liu, Guoliang Shi, Feng Wang, Mike Z. He & Tiantian Li. (2021) Associations between Source-Specific Fine Particulate Matter and Mortality and Hospital Admissions in Beijing, China. Environmental Science & Technology 56:2, pages 1174-1182.
Crossref
Pat E. Rasmussen, Christine Levesque, Owen Butler, Marc Chénier & H. David Gardner. (2021) Selection of metric for indoor‐outdoor source apportionment of metals in PM 2.5 : mg/kg versus ng/m 3 . Indoor Air 32:1.
Crossref
Ummed Singh Saharan, Rajesh Kumar, Pratyush Tripathy, M. Sateesh, Jyoti Garg, Sudhir Kumar Sharma & Tuhin Kumar Mandal. (2022) Drivers of air pollution variability during second wave of COVID-19 in Delhi, India. Urban Climate 41, pages 101059.
Crossref
Xinxin Feng, Yanli Feng, Yingjun Chen, Junjie Cai, Qing Li & Jianmin Chen. (2022) Source apportionment of PM2.5 during haze episodes in Shanghai by the PMF model with PAHs. Journal of Cleaner Production 330, pages 129850.
Crossref
Harshita Pawar & Baerbel Sinha. (2022) Residential heating emissions (can) exceed paddy-residue burning emissions in rural northwest India. Atmospheric Environment 269, pages 118846.
Crossref
Lance Wallace & Philip K. Hopke. 2022. Handbook of Indoor Air Quality. Handbook of Indoor Air Quality 517 567 .
Agnès Borbon, Charbel Afif, Thérèse Salameh, Baye Toulaye P. Thera & Anastasia Panopoulou. 2022. Atmospheric Chemistry in the Mediterranean Region. Atmospheric Chemistry in the Mediterranean Region 79 103 .
Alexandra Lai, Martha Lee, Ellison Carter, Queenie ChanPaul Elliott, Majid EzzatiFrank KellyLi YanYangfeng Wu, Xudong Yang, Liancheng Zhao, Jill Baumgartner & James J. Schauer. (2021) Chemical Investigation of Household Solid Fuel Use and Outdoor Air Pollution Contributions to Personal PM 2.5 Exposures . Environmental Science & Technology 55:23, pages 15969-15979.
Crossref
Giorgia Palladino, Pietro Morozzi, Elena Biagi, Erika Brattich, Silvia Turroni, Simone Rampelli, Laura Tositti & Marco Candela. (2021) Particulate matter emission sources and meteorological parameters combine to shape the airborne bacteria communities in the Ligurian coast, Italy. Scientific Reports 11:1.
Crossref
Max G. Adam, Phuong T.M. Tran & Rajasekhar Balasubramanian. (2021) Air quality changes in cities during the COVID-19 lockdown: A critical review. Atmospheric Research 264, pages 105823.
Crossref
Xu Dao, Dongsheng Ji, Xian Zhang, Jun He, Xiaoyan Meng, Zhe Wang, Yu Liu, Xiaojuan Xu, Guigang Tang & Yuesi Wang. (2021) Characteristics, sources and health risk assessment of PM2.5 in China's coal and coking heartland: Insights gained from the regional observations during the heating season. Atmospheric Pollution Research 12:12, pages 101237.
Crossref
Xinxin Feng, Jinhu Zhao, Yanli Feng, Junjie Cai, Caiqing Yan & Yingjun Chen. (2021) Chemical Characterization, Source, and SOA Production of Intermediate Volatile Organic Compounds during Haze Episodes in North China. Atmosphere 12:11, pages 1484.
Crossref
Jinke Liu & Guilin Han. (2021) Tracing riverine sulfate source in an agricultural watershed: Constraints from stable isotopes. Environmental Pollution 288, pages 117740.
Crossref
Fabiana Scotto, Dimitri Bacco, Stefano Lasagni, Arianna Trentini, Vanes Poluzzi & Roberta Vecchi. (2021) A multi-year source apportionment of PM2.5 at multiple sites in the southern Po Valley (Italy). Atmospheric Pollution Research 12:11, pages 101192.
Crossref
Chunshui Lin, Darius Ceburnis, Anna Trubetskaya, Wei Xu, William Smith, Stig Hellebust, John Wenger, Colin O'Dowd & Jurgita Ovadnevaite. (2021) On the use of reference mass spectra for reducing uncertainty in source apportionment of solid-fuel burning in ambient organic aerosol. Atmospheric Measurement Techniques 14:10, pages 6905-6916.
Crossref
Valbona Celo, Mahmoud M. Yassine & Ewa Dabek-Zlotorzynska. (2021) Insights into Elemental Composition and Sources of Fine and Coarse Particulate Matter in Dense Traffic Areas in Toronto and Vancouver, Canada. Toxics 9:10, pages 264.
Crossref
Deepchandra Srivastava, Jingsha Xu, Tuan V. Vu, Di Liu, Linjie Li, Pingqing Fu, Siqi Hou, Natalia Moreno Palmerola, Zongbo Shi & Roy M. Harrison. (2021) Insight into PM<sub>2.5</sub> sources by applying positive matrix factorization (PMF) at urban and rural sites of Beijing. Atmospheric Chemistry and Physics 21:19, pages 14703-14724.
Crossref
Lord Famiyeh, Ke Chen, Jingsha Xu, Yong Sun, Qingjun Guo, Chengjun Wang, Jungang Lv, Yu-Ting Tang, Huan Yu, Collin Snape & Jun He. (2021) A review on analysis methods, source identification, and cancer risk evaluation of atmospheric polycyclic aromatic hydrocarbons. Science of The Total Environment 789, pages 147741.
Crossref
Mohammad Saleh Ali-Taleshi, Stefania Squizzato, Alireza Riyahi Bakhtiari, Mazaher Moeinaddini & Mauro Masiol. (2021) Using a hybrid approach to apportion potential source locations contributing to excess cancer risk of PM2.5-bound PAHs during heating and non-heating periods in a megacity in the Middle East. Environmental Research 201, pages 111617.
Crossref
Lilai Song, Qili Dai, Yinchang Feng & Philip K. Hopke. (2021) Estimating uncertainties of source contributions to PM2.5 using moving window evolving dispersion normalized PMF. Environmental Pollution 286, pages 117576.
Crossref
Rachid Ouaret, Anda Ionescu & Olivier Ramalho. (2021) Non-negative matrix factorization for the analysis of particle number concentrations: Characterization of the temporal variability of sources in indoor workplace. Building and Environment 203, pages 108055.
Crossref
Jithin Jose & B. Srimuruganandam. (2021) Source apportionment of urban road dust using four multivariate receptor models. Environmental Earth Sciences 80:19.
Crossref
Ashutosh K. Shukla, Vipul Lalchandani, Deepika Bhattu, Jay S. Dave, Pragati Rai, Navaneeth M. Thamban, Suneeti Mishra, Sreenivas Gaddamidi, Nidhi Tripathi, Pawan Vats, Neeraj Rastogi, Lokesh Sahu, Dilip Ganguly, Mayank Kumar, Vikram Singh, Prashant Gargava & Sachchida N. Tripathi. (2021) Real-time quantification and source apportionment of fine particulate matter including organics and elements in Delhi during summertime. Atmospheric Environment 261, pages 118598.
Crossref
Parth Sarathi Mahapatra, Upasana Panda, Chinmay Mallik, R. Boopathy, Sumeet Jain, Sudhir Kumar Sharma, T.K. Mandal, Shantibhusan Senapati, Priyadatta Satpathy, Subhasmita Panda & Trupti Das. (2021) Chemical, microstructural, and biological characterization of wintertime PM2.5 during a land campaign study in a coastal city of eastern India. Atmospheric Pollution Research 12:9, pages 101164.
Crossref
Setlamorago Jackson Mbazima, Masilu Daniel Masekameni & Gill Nelson. (2021) Physicochemical Properties of Indoor and Outdoor Particulate Matter 2.5 in Selected Residential Areas near a Ferromanganese Smelter. International Journal of Environmental Research and Public Health 18:17, pages 8900.
Crossref
Benjamin de Foy, Jongbae Heo, Ji-Yoon Kang, Hwajin Kim & James J. Schauer. (2021) Source attribution of air pollution using a generalized additive model and particle trajectory clusters. Science of The Total Environment 780, pages 146458.
Crossref
M. Vestenius, P.K. Hopke, K. Lehtipalo, T. Petäjä, H. Hakola & H. Hellén. (2021) Assessing volatile organic compound sources in a boreal forest using positive matrix factorization (PMF). Atmospheric Environment 259, pages 118503.
Crossref
Jay W. Rutherford, Timothy V. Larson, Timothy Gould, Edmund Seto, Igor V. Novosselov & Jonathan D. Posner. (2021) Source apportionment of environmental combustion sources using excitation emission matrix fluorescence spectroscopy and machine learning. Atmospheric Environment 259, pages 118501.
Crossref
Hsing-Wang Li, Kang-Shin Chen, Chia-Hsiang Lai, Ting-Yu Chen, Yi-Ching Lin, Yung-Chang Lin, Chia-Hung Chen, Yen-Ping Peng & Ming-Hsun Lin. (2021) Characterization of Ambient Particulate Matters in an Industry-Intensive Area in Central Taiwan. Atmosphere 12:7, pages 926.
Crossref
Chikumbusko Chiziwa Kaonga, Ishmael Bobby Mphangwe Kosamu & Wells Robert Utembe. (2021) A Review of Metal Levels in Urban Dust, Their Methods of Determination, and Risk Assessment. Atmosphere 12:7, pages 891.
Crossref
Pablo Giráldez, Zulema Varela, Jesús R. Aboal & J. Ángel Fernández. (2021) Testing different methods of estimating edaphic inputs in moss biomonitoring. Science of The Total Environment 778, pages 146332.
Crossref
Francisco Barraza, Fabrice Lambert, Shelley MacDonell, Kate Sinclair, Francisco Fernandoy & Héctor Jorquera. (2021) Major atmospheric particulate matter sources for glaciers in Coquimbo Region, Chile. Environmental Science and Pollution Research 28:27, pages 36817-36827.
Crossref
Magda Claeys & Willy Maenhaut. (2021) Secondary Organic Aerosol Formation from Isoprene: Selected Research, Historic Account and State of the Art. Atmosphere 12:6, pages 728.
Crossref
Qingyuan Guo, Liming Li, Xueyan Zhao, Baohui Yin, Yingying Liu, Xiaoli Wang, Wen Yang, Chunmei Geng, Xinhua Wang & Zhipeng Bai. (2021) Source Apportionment and Health Risk Assessment of Metal Elements in PM2.5 in Central Liaoning’s Urban Agglomeration. Atmosphere 12:6, pages 667.
Crossref
Ilana B. Pollack, Detlev Helmig, Katelyn O'Dell & Emily V. Fischer. (2021) Seasonality and Source Apportionment of Nonmethane Volatile Organic Compounds at Boulder Reservoir, Colorado, Between 2017 and 2019. Journal of Geophysical Research: Atmospheres 126:9.
Crossref
J. Chen, Z. J. Wu, G. M. Wu, X. D. Gong, F. Wang, J. C. Chen, G. L. Shi, M. Hu & Z. Y. Cong. (2021) Ice‐Nucleating Particle Concentrations and Sources in Rainwater Over the Third Pole, Tibetan Plateau. Journal of Geophysical Research: Atmospheres 126:9.
Crossref
Tomasz Mach, Wioletta Rogula-Kozłowska, Karolina Bralewska, Grzegorz Majewski, Patrycja Rogula-Kopiec & Justyna Rybak. (2021) Impact of Municipal, Road Traffic, and Natural Sources on PM10: The Hourly Variability at a Rural Site in Poland. Energies 14:9, pages 2654.
Crossref
Cheng Zhang, Deji Jing, Chengzhi Wu, Sujing Li, Nana Cheng, Wei Li, Gang Wang, Bixin Chen, Qiaoli Wang & Jun Hu. (2021) Integrating Chemical Mass Balance and the Community Multiscale Air Quality models for source identification and apportionment of PM2.5. Process Safety and Environmental Protection 149, pages 665-675.
Crossref
Liuli Diao, Huitao Zhang, Baoshuang Liu, Chunling Dai, Yufen Zhang, Qili Dai, Xiaohui Bi, Lingzhi Zhang, Congbo Song & Yinchang Feng. (2021) Health risks of inhaled selected toxic elements during the haze episodes in Shijiazhuang, China: Insight into critical risk sources. Environmental Pollution 276, pages 116664.
Crossref
Matthew Fiala & Hyun-Min Hwang. (2021) Influence of Highway Pavement on Metals in Road Dust: a Case Study in Houston, Texas. Water, Air, & Soil Pollution 232:5.
Crossref
Maxime Conjard & Henning Omre. (2021) Spatio-Temporal Inversion Using the Selection Kalman Model. Frontiers in Applied Mathematics and Statistics 7.
Crossref
Yasmany Mancilla, Gerardo Medina, Lucy T. González, Pierre Herckes, Matthew P. Fraser & Alberto Mendoza. (2021) Determination and Similarity Analysis of PM2.5 Emission Source Profiles Based on Organic Markers for Monterrey, Mexico. Atmosphere 12:5, pages 554.
Crossref
Hamidah Suradi, Md Firoz Khan, Nor Asrina Sairi, Haasyimah Ab Rahim, Sumiani Yusoff, Yusuke Fujii, Kai Qin, Md. Aynul Bari, Murnira Othman & Mohd Talib Latif. (2021) Ambient Levels, Emission Sources and Health Effect of PM2.5-Bound Carbonaceous Particles and Polycyclic Aromatic Hydrocarbons in the City of Kuala Lumpur, Malaysia. Atmosphere 12:5, pages 549.
Crossref
Carlos Eduardo Souto-Oliveira, Leonardo Yoshiaki Kamigauti, Maria de Fatima Andrade & Marly Babinski. (2021) Improving Source Apportionment of Urban Aerosol Using Multi-Isotopic Fingerprints (MIF) and Positive Matrix Factorization (PMF): Cross-Validation and New Insights. Frontiers in Environmental Science 9.
Crossref
Lucille Joanna S. Borlaza, Samuël Weber, Gaëlle Uzu, Véronique Jacob, Trishalee Cañete, Steve Micallef, Cécile Trébuchon, Rémy Slama, Olivier Favez & Jean-Luc Jaffrezo. (2021) Disparities in particulate matter (PM<sub>10</sub>) origins and oxidative potential at a city scale (Grenoble, France) – Part 1: Source apportionment at three neighbouring sites. Atmospheric Chemistry and Physics 21:7, pages 5415-5437.
Crossref
Amelia Piscitello, Carlo Bianco, Alessandro Casasso & Rajandrea Sethi. (2021) Non-exhaust traffic emissions: Sources, characterization, and mitigation measures. Science of The Total Environment 766, pages 144440.
Crossref
Max G. Adam, Phuong T.M. Tran, Nanthi Bolan & Rajasekhar Balasubramanian. (2021) Biomass burning-derived airborne particulate matter in Southeast Asia: A critical review. Journal of Hazardous Materials 407, pages 124760.
Crossref
María Millán-Martínez, Daniel Sánchez-Rodas, A.M. Sánchez de la Campa, Andrés Alastuey, Xavier Querol & Jesús D. de la Rosa. (2021) Source contribution and origin of PM10 and arsenic in a complex industrial region (Huelva, SW Spain). Environmental Pollution 274, pages 116268.
Crossref
Mohammad Saleh Ali-Taleshi, Mazaher Moeinaddini, Alireza Riyahi Bakhtiari, Sadat Feiznia, Stefania Squizzato & Anna Bourliva. (2021) A one-year monitoring of spatiotemporal variations of PM2.5-bound PAHs in Tehran, Iran: Source apportionment, local and regional sources origins and source-specific cancer risk assessment. Environmental Pollution 274, pages 115883.
Crossref
Elson Silva Galvão, Rita de Cassia Feroni & Marcos Tadeu D’Azeredo Orlando. (2021) A review of the main strategies used in the interpretation of similar chemical profiles yielded by receptor models in the source apportionment of particulate matter. Chemosphere 269, pages 128746.
Crossref
Eun Sug Park, Eun-Kyung Lee & Man-Suk Oh. (2021) Bayesian multivariate receptor modeling software: BNFA and bayesMRM. Chemometrics and Intelligent Laboratory Systems 211, pages 104280.
Crossref
Ho‐Tang Liao, Chien‐Lin Lee, Wei‐Cheng Tsai, Jian Zhen Yu, Shih‐Wei Tsai, Charles C.K. Chou & Chang‐Fu Wu. (2021) Source apportionment of urban PM2.5 using positive matrix factorization with vertically distributed measurements of trace elements and nonpolar organic compounds. Atmospheric Pollution Research 12:4, pages 200-207.
Crossref
Héctor Jorquera, Ana María Villalobos & James J. Schauer. (2021) Wood burning pollution in Chile: A tale of two mid-size cities. Atmospheric Pollution Research 12:4, pages 50-59.
Crossref
Srishti Jain, Sudhir Kumar Sharma, Manoj K. Srivastava, Abhijit Chatterjee, Narayanswami Vijayan, S. Swarupa Tripathy, K. Maharaj Kumari, Tuhin Kumar Mandal & Chhemendra Sharma. (2021) Chemical characterization, source apportionment and transport pathways of PM2.5 and PM10 over Indo Gangetic Plain of India. Urban Climate 36, pages 100805.
Crossref
Feng Wang, Haofei Yu, Zhenyu Wang, Weiqing Liang, Guoliang Shi, Jian Gao, Mei Li & Yinchang Feng. (2021) Review of online source apportionment research based on observation for ambient particulate matter. Science of The Total Environment 762, pages 144095.
Crossref
Qili Dai, Jing Ding, Congbo Song, Baoshuang Liu, Xiaohui Bi, Jianhui Wu, Yufen Zhang, Yinchang Feng & Philip K. Hopke. (2021) Changes in source contributions to particle number concentrations after the COVID-19 outbreak: Insights from a dispersion normalized PMF. Science of The Total Environment 759, pages 143548.
Crossref
Jakob B. Pernov, Rossana Bossi, Thibaut Lebourgeois, Jacob K. Nøjgaard, Rupert Holzinger, Jens L. Hjorth & Henrik Skov. (2021) Atmospheric VOC measurements at a High Arctic site: characteristics and source apportionment. Atmospheric Chemistry and Physics 21:4, pages 2895-2916.
Crossref
Haitao Liu, Bo Li, Hong Qi, Lixin Ma, Jianzhong Xu, Minling Wang, Wenwen Ma & Chongguo Tian. (2021) Source Apportionment and Toxic Potency of Polycyclic Aromatic Hydrocarbons (PAHs) in the Air of Harbin, a Cold City in Northern China. Atmosphere 12:3, pages 297.
Crossref
Francisco E. Longoria-Rodríguez, Lucy T. González, Yasmany Mancilla, Karim Acuña-Askar, Jesús Alejandro Arizpe-Zapata, Jessica González, Oxana V. Kharissova & Alberto Mendoza. (2021) Sequential SEM-EDS, PLM, and MRS Microanalysis of Individual Atmospheric Particles: A Useful Tool for Assigning Emission Sources. Toxics 9:2, pages 37.
Crossref
Zhenyu Xing, Sheng Li, Ying Xiong & Ke Du. (2021) Estimation of cross-boundary aerosol flux over the Edmonton-Calgary Corridor in Canada based on CALIPSO and MERRA-2 data during 2011–2017. Atmospheric Environment 246, pages 118084.
Crossref
Edwin van Wijngaarden, David Q. Rich, Wangjian Zhang, Sally W. Thurston, Shao Lin, Daniel P. Croft, Stefania Squizzato, Mauro Masiol & Philip K. Hopke. (2021) Neurodegenerative hospital admissions and long-term exposure to ambient fine particle air pollution. Annals of Epidemiology 54, pages 79-86.e4.
Crossref
Anna de Juan & Romà Tauler. (2021) Multivariate Curve Resolution: 50 years addressing the mixture analysis problem – A review. Analytica Chimica Acta 1145, pages 59-78.
Crossref
Suwimon Kanchanasuta, Sirapong Sooktawee, Natthaya Bunplod, Aduldech Patpai, Nirun Piemyai & Ratchatawan Ketwang. (2021) Analysis of short-term air quality monitoring data in a coastal area. AIMS Environmental Science 8:6, pages 517-531.
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Baoshuang Liu, Jianhui Wu, Jing Wang, Laiyuan Shi, He Meng, Qili Dai, Jiao Wang, Congbo Song, Yufen Zhang, Yinchang Feng & Philip K. Hopke. (2021) Chemical characteristics and sources of ambient PM2.5 in a harbor area: Quantification of health risks to workers from source-specific selected toxic elements. Environmental Pollution 268, pages 115926.
Crossref
Jun Tao, Zhisheng Zhang, Leiming Zhang, Daojian Huang & Yunfei Wu. (2021) Quantifying the relative importance of major tracers for fine particles released from biofuel combustion in households in the rural North China Plain. Environmental Pollution 268, pages 115764.
Crossref
Jian Sun, Zhenxing Shen, Ruonan Wang, Guohui Li, Yue Zhang, Bin Zhang, Kun He, Zhuoyue Tang, Hongmei Xu, Linli Qu, Steven Sai Hang Ho, Suixin Liu & Junji Cao. (2021) A comprehensive study on ozone pollution in a megacity in North China Plain during summertime: Observations, source attributions and ozone sensitivity. Environment International 146, pages 106279.
Crossref
Suman Mor, Sahil Kumar, Tanbir Singh, Sushil Dogra, Vivek Pandey & Khaiwal Ravindra. (2021) Impact of COVID-19 lockdown on air quality in Chandigarh, India: Understanding the emission sources during controlled anthropogenic activities. Chemosphere 263, pages 127978.
Crossref
Dagen D. Hughes, Megan B. Christiansen, Alissa Milani, Michael P. Vermeuel, Gordon A. Novak, Hariprasad D. Alwe, Angela F. Dickens, R. Bradley Pierce, Dylan B. Millet, Timothy H. Bertram, Charles O. Stanier & Elizabeth A. Stone. (2021) PM2.5 chemistry, organosulfates, and secondary organic aerosol during the 2017 Lake Michigan Ozone Study. Atmospheric Environment 244, pages 117939.
Crossref
Marimuthu Rajendran EzhilKumar, Singaram Karthikeyan, Elena Chianese, Giuseppina Tirimberio, Alessia Di Gilio, Jolanda Palmisani, Valeria Daniela Miniero, Pietro Cotugno & Angelo Riccio. (2021) Vertical transport of PM and PM and its source identification in the street canyons of Chennai metropolitan city, India. Atmospheric Pollution Research 12:1, pages 173-183.
Crossref
Jian Sun, Zhenxing Shen, Yue Zhang, Wenting Dai, Kun He, Hongmei Xu, Zhou Zhang, Long Cui, Xuxiang Li, Yu Huang & Junji Cao. (2020) Profiles and Source Apportionment of Nonmethane Volatile Organic Compounds in Winter and Summer in Xi’an, China, based on the Hybrid Environmental Receptor Model. Advances in Atmospheric Sciences 38:1, pages 116-131.
Crossref
Debarshi Ghosh & Madhuri Kumari. 2021. Advances in Energy and Environment. Advances in Energy and Environment 143 150 .
Lance Wallace & Philip K. Hopke. 2021. Handbook of Indoor Air Quality. Handbook of Indoor Air Quality 1 51 .
Lance Wallace & Philip Hopke. 2021. Handbook of Indoor Air Quality. Handbook of Indoor Air Quality 1 55 .
Imre Salma, Máté Vörösmarty, András Zénó Gyöngyösi, Wanda Thén & Tamás Weidinger. (2020) What can we learn about urban air quality with regard to the first outbreak of the COVID-19 pandemic? A case study from central Europe. Atmospheric Chemistry and Physics 20:24, pages 15725-15742.
Crossref
Guiqin Zhang, Chun Ding, Xiaojing Jiang, Guang Pan, Xiaofeng Wei & Youmin Sun. (2020) Chemical Compositions and Sources Contribution of Atmospheric Particles at a Typical Steel Industrial Urban Site. Scientific Reports 10:1.
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