Understanding Sources and Drivers of Size-Resolved Aerosol in the High Arctic Islands of Svalbard Using a Receptor Model Coupled with Machine Learning.

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Title: Understanding Sources and Drivers of Size-Resolved Aerosol in the High Arctic Islands of Svalbard Using a Receptor Model Coupled with Machine Learning.
Authors: Song C; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K., Becagli S; Department of Chemistry 'Ugo Schiff', University of Florence, Via della Lastruccia 3, Sesto Fiorentino 50019, Italy.; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via Torino 155, Venice-Mestre 30172, Italy., Beddows DCS; National Centre for Atmospheric Science (NCAS), School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham B15 2TT, U.K., Brean J; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K., Browse J; Centre for Geography and Environmental Science, University of Exeter, Penryn TR10 9FE, U.K., Dai Q; State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China., Dall'Osto M; Institute of Marine Science, Consejo Superior de Investigaciones Científicas (CSIC), Barcelona 08003, Spain., Ferracci V; Centre for Environmental and Agricultural Informatics, School of Water, Energy & Environment, Cranfield University, College Road, Cranfield MK43 0AL, U.K., Harrison RM; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K.; Department of Environmental Sciences, Faculty of Meteorology, Environment and Arid Land Agriculture, King Abdulaziz University, Jeddah, 21589, Saudi Arabia., Harris N; Centre for Environmental and Agricultural Informatics, School of Water, Energy & Environment, Cranfield University, College Road, Cranfield MK43 0AL, U.K., Li W; Department of Atmospheric Sciences, School of Earth Sciences, Zhejiang University, Hangzhou 310027, China., Jones AE; British Antarctic Survey, Natural Environment Research Council, Cambridge CB3 0ET, U.K., Kirchgäßner A; British Antarctic Survey, Natural Environment Research Council, Cambridge CB3 0ET, U.K., Kramawijaya AG; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K., Kurganskiy A; Centre for Geography and Environmental Science, University of Exeter, Penryn TR10 9FE, U.K., Lupi A; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via P. Gobetti 101, 40129 Bologna, Italy., Mazzola M; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via P. Gobetti 101, 40129 Bologna, Italy., Severi M; Department of Chemistry 'Ugo Schiff', University of Florence, Via della Lastruccia 3, Sesto Fiorentino 50019, Italy.; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via Torino 155, Venice-Mestre 30172, Italy., Traversi R; Department of Chemistry 'Ugo Schiff', University of Florence, Via della Lastruccia 3, Sesto Fiorentino 50019, Italy.; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via Torino 155, Venice-Mestre 30172, Italy., Shi Z; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K.
Source: Environmental science & technology [Environ Sci Technol] 2022 Aug 16; Vol. 56 (16), pp. 11189-11198. Date of Electronic Publication: 2022 Jul 25.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0213155 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-5851 (Electronic) Linking ISSN: 0013936X NLM ISO Abbreviation: Environ Sci Technol Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1520-5851
DOI:10.1021/acs.est.1c07796