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. |
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| 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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 35878000 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Understanding Sources and Drivers of Size-Resolved Aerosol in the High Arctic Islands of Svalbard Using a Receptor Model Coupled with Machine Learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Song+C%22">Song C</searchLink>; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K.<br /><searchLink fieldCode="AU" term="%22Becagli+S%22">Becagli S</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Beddows+DCS%22">Beddows DCS</searchLink>; National Centre for Atmospheric Science (NCAS), School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham B15 2TT, U.K.<br /><searchLink fieldCode="AU" term="%22Brean+J%22">Brean J</searchLink>; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K.<br /><searchLink fieldCode="AU" term="%22Browse+J%22">Browse J</searchLink>; Centre for Geography and Environmental Science, University of Exeter, Penryn TR10 9FE, U.K.<br /><searchLink fieldCode="AU" term="%22Dai+Q%22">Dai Q</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Dall'Osto+M%22">Dall'Osto M</searchLink>; Institute of Marine Science, Consejo Superior de Investigaciones Científicas (CSIC), Barcelona 08003, Spain.<br /><searchLink fieldCode="AU" term="%22Ferracci+V%22">Ferracci V</searchLink>; Centre for Environmental and Agricultural Informatics, School of Water, Energy & Environment, Cranfield University, College Road, Cranfield MK43 0AL, U.K.<br /><searchLink fieldCode="AU" term="%22Harrison+RM%22">Harrison RM</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Harris+N%22">Harris N</searchLink>; Centre for Environmental and Agricultural Informatics, School of Water, Energy & Environment, Cranfield University, College Road, Cranfield MK43 0AL, U.K.<br /><searchLink fieldCode="AU" term="%22Li+W%22">Li W</searchLink>; Department of Atmospheric Sciences, School of Earth Sciences, Zhejiang University, Hangzhou 310027, China.<br /><searchLink fieldCode="AU" term="%22Jones+AE%22">Jones AE</searchLink>; British Antarctic Survey, Natural Environment Research Council, Cambridge CB3 0ET, U.K.<br /><searchLink fieldCode="AU" term="%22Kirchgäßner+A%22">Kirchgäßner A</searchLink>; British Antarctic Survey, Natural Environment Research Council, Cambridge CB3 0ET, U.K.<br /><searchLink fieldCode="AU" term="%22Kramawijaya+AG%22">Kramawijaya AG</searchLink>; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K.<br /><searchLink fieldCode="AU" term="%22Kurganskiy+A%22">Kurganskiy A</searchLink>; Centre for Geography and Environmental Science, University of Exeter, Penryn TR10 9FE, U.K.<br /><searchLink fieldCode="AU" term="%22Lupi+A%22">Lupi A</searchLink>; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via P. Gobetti 101, 40129 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Mazzola+M%22">Mazzola M</searchLink>; National Research Council of Italy, Institute of Polar Sciences (CNR-ISP), Via P. Gobetti 101, 40129 Bologna, Italy.<br /><searchLink fieldCode="AU" term="%22Severi+M%22">Severi M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Traversi+R%22">Traversi R</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Shi+Z%22">Shi Z</searchLink>; School of Geography, Earth and Environment Sciences, University of Birmingham, Birmingham B15 2TT, U.K. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220213155%22">Environmental science & technology</searchLink> [Environ Sci Technol] 2022 Aug 16; Vol. 56 (16), pp. 11189-11198. <i>Date of Electronic Publication: </i>2022 Jul 25. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Chemical+Society%22">American Chemical Society </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0213155 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1520-5851 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%220013936X%22">0013936X </searchLink><i>NLM ISO Abbreviation: </i>Environ Sci Technol <i>Subsets: </i>MEDLINE |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1021/acs.est.1c07796 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 11189 Titles: – TitleFull: Understanding Sources and Drivers of Size-Resolved Aerosol in the High Arctic Islands of Svalbard Using a Receptor Model Coupled with Machine Learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Song C – PersonEntity: Name: NameFull: Becagli S – PersonEntity: Name: NameFull: Beddows DCS – PersonEntity: Name: NameFull: Brean J – PersonEntity: Name: NameFull: Browse J – PersonEntity: Name: NameFull: Dai Q – PersonEntity: Name: NameFull: Dall'Osto M – PersonEntity: Name: NameFull: Ferracci V – PersonEntity: Name: NameFull: Harrison RM – PersonEntity: Name: NameFull: Harris N – PersonEntity: Name: NameFull: Li W – PersonEntity: Name: NameFull: Jones AE – PersonEntity: Name: NameFull: Kirchgäßner A – PersonEntity: Name: NameFull: Kramawijaya AG – PersonEntity: Name: NameFull: Kurganskiy A – PersonEntity: Name: NameFull: Lupi A – PersonEntity: Name: NameFull: Mazzola M – PersonEntity: Name: NameFull: Severi M – PersonEntity: Name: NameFull: Traversi R – PersonEntity: Name: NameFull: Shi Z IsPartOfRelationships: – BibEntity: Dates: – D: 16 M: 08 Text: 2022 Aug 16 Type: published Y: 2022 Identifiers: – Type: issn-electronic Value: 1520-5851 Numbering: – Type: volume Value: 56 – Type: issue Value: 16 Titles: – TitleFull: Environmental science & technology Type: main |
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