Chemical characterization of PM2.5 from a southern coastal city of China: applications of modeling and chemical tracers in demonstration of regional transport

An intensive sampling campaign of airborne fine particles (PM 2.5 ) was conducted at Sanya, a coastal city in Southern China, from January to February 2012. Chemical analyses and mass reconstruction were used identify potential pollution sources and investigate atmospheric reaction mechanisms. A the...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Environmental science and pollution research international 2018-07, Vol.25 (21), p.20591-20605
Hauptverfasser: Zhou, Jiamao, Ho, Steven Sai Hang, Cao, Junji, Zhao, Zhuzi, Zhao, Shuyu, Zhu, Chongshu, Wang, Qiyuan, Liu, Suixin, Zhang, Ting, Zhao, Youzhi, Wang, Ping, Tie, Xuexi
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 20605
container_issue 21
container_start_page 20591
container_title Environmental science and pollution research international
container_volume 25
creator Zhou, Jiamao
Ho, Steven Sai Hang
Cao, Junji
Zhao, Zhuzi
Zhao, Shuyu
Zhu, Chongshu
Wang, Qiyuan
Liu, Suixin
Zhang, Ting
Zhao, Youzhi
Wang, Ping
Tie, Xuexi
description An intensive sampling campaign of airborne fine particles (PM 2.5 ) was conducted at Sanya, a coastal city in Southern China, from January to February 2012. Chemical analyses and mass reconstruction were used identify potential pollution sources and investigate atmospheric reaction mechanisms. A thermodynamic model indicated that low ammonia and high relative humidity caused the aerosols be acidic and that drove heterogeneous reactions which led to the formation of secondary inorganic aerosol. Relationships among neutralization ratios, free acidity, and air-mass trajectories suggest that the atmosphere at Sanya was impacted by both local and regional emissions. Three major transport pathways were identified, and flow from the northeast (from South China) typically brought the most polluted air to Sanya. A case study confirmed strong impact from South China (e.g., Pearl River Delta region) (contributed 76.8% to EC, and then this result can be extended to primary pollutants) when the northeast winds were dominant. The Weather Research Forecasting Black carbon model and trace organic markers were used to apportion local pollution versus regional contributions. Results of the study offer new insights into the atmospheric conditions and air pollution at this coastal city.
doi_str_mv 10.1007/s11356-018-2238-1
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2036912224</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2036912224</sourcerecordid><originalsourceid>FETCH-LOGICAL-c407t-6b4639a703c201725e101d9ba2a4e55f05a1e6aa9a34781e475575e394ee164a3</originalsourceid><addsrcrecordid>eNp1kc1O5DAQhC3ESgw_D8DN0p7Duv0Tj_eGRsCuBIIDnK0m05kJmsTB9hzgYfZZcRRWnDh1q_VVVUvF2DmICxDC_koAytSVgGUlpVpWcMAWUIOurHbukC2E07oCpfURO07pRQgpnLQL9m-1pb5rcMebLUZsMsXuHXMXBh5a_nAnLwxvY-g58hT2eUtx4E3AlCdFl98marXtBvzNcRx3xWnSpunchzXtumHDcVgX98-YXEIoJt4NfE19Qcvhf1ykTdlmaEhjiPmU_Whxl-jsc56wp-urx9Wf6vb-5u_q8rZqtLC5qp91rRxaoRopwEpDIGDtnlGiJmNaYRCoRnSotF0CaWuMNaScJoJaozphP2ffMYbXPaXsX8I-lleSl0LVDqSUulAwU00MKUVq_Ri7HuObB-GnGvxcgy81-KkGD0UjZ00q7LCh-OX8vegDG7eMSg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2036912224</pqid></control><display><type>article</type><title>Chemical characterization of PM2.5 from a southern coastal city of China: applications of modeling and chemical tracers in demonstration of regional transport</title><source>SpringerLink Journals</source><creator>Zhou, Jiamao ; Ho, Steven Sai Hang ; Cao, Junji ; Zhao, Zhuzi ; Zhao, Shuyu ; Zhu, Chongshu ; Wang, Qiyuan ; Liu, Suixin ; Zhang, Ting ; Zhao, Youzhi ; Wang, Ping ; Tie, Xuexi</creator><creatorcontrib>Zhou, Jiamao ; Ho, Steven Sai Hang ; Cao, Junji ; Zhao, Zhuzi ; Zhao, Shuyu ; Zhu, Chongshu ; Wang, Qiyuan ; Liu, Suixin ; Zhang, Ting ; Zhao, Youzhi ; Wang, Ping ; Tie, Xuexi</creatorcontrib><description>An intensive sampling campaign of airborne fine particles (PM 2.5 ) was conducted at Sanya, a coastal city in Southern China, from January to February 2012. Chemical analyses and mass reconstruction were used identify potential pollution sources and investigate atmospheric reaction mechanisms. A thermodynamic model indicated that low ammonia and high relative humidity caused the aerosols be acidic and that drove heterogeneous reactions which led to the formation of secondary inorganic aerosol. Relationships among neutralization ratios, free acidity, and air-mass trajectories suggest that the atmosphere at Sanya was impacted by both local and regional emissions. Three major transport pathways were identified, and flow from the northeast (from South China) typically brought the most polluted air to Sanya. A case study confirmed strong impact from South China (e.g., Pearl River Delta region) (contributed 76.8% to EC, and then this result can be extended to primary pollutants) when the northeast winds were dominant. The Weather Research Forecasting Black carbon model and trace organic markers were used to apportion local pollution versus regional contributions. Results of the study offer new insights into the atmospheric conditions and air pollution at this coastal city.</description><identifier>ISSN: 0944-1344</identifier><identifier>EISSN: 1614-7499</identifier><identifier>DOI: 10.1007/s11356-018-2238-1</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Acidity ; Aerosols ; Air pollution ; Ammonia ; Aquatic Pollution ; Atmospheric conditions ; Atmospheric models ; Atmospheric Protection/Air Quality Control/Air Pollution ; Black carbon ; Coastal environments ; Earth and Environmental Science ; Ecotoxicology ; Environment ; Environmental Chemistry ; Environmental Health ; Environmental science ; Neutralization ; Outdoor air quality ; Particulate matter ; Pollutants ; Pollution ; Pollution sources ; Reaction mechanisms ; Relative humidity ; Research Article ; Rivers ; Thermodynamic models ; Tracers ; Transport ; Waste Water Technology ; Water Management ; Water Pollution Control ; Weather forecasting</subject><ispartof>Environmental science and pollution research international, 2018-07, Vol.25 (21), p.20591-20605</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2018</rights><rights>Environmental Science and Pollution Research is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c407t-6b4639a703c201725e101d9ba2a4e55f05a1e6aa9a34781e475575e394ee164a3</citedby><cites>FETCH-LOGICAL-c407t-6b4639a703c201725e101d9ba2a4e55f05a1e6aa9a34781e475575e394ee164a3</cites><orcidid>0000-0003-1682-0516</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11356-018-2238-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11356-018-2238-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>Zhou, Jiamao</creatorcontrib><creatorcontrib>Ho, Steven Sai Hang</creatorcontrib><creatorcontrib>Cao, Junji</creatorcontrib><creatorcontrib>Zhao, Zhuzi</creatorcontrib><creatorcontrib>Zhao, Shuyu</creatorcontrib><creatorcontrib>Zhu, Chongshu</creatorcontrib><creatorcontrib>Wang, Qiyuan</creatorcontrib><creatorcontrib>Liu, Suixin</creatorcontrib><creatorcontrib>Zhang, Ting</creatorcontrib><creatorcontrib>Zhao, Youzhi</creatorcontrib><creatorcontrib>Wang, Ping</creatorcontrib><creatorcontrib>Tie, Xuexi</creatorcontrib><title>Chemical characterization of PM2.5 from a southern coastal city of China: applications of modeling and chemical tracers in demonstration of regional transport</title><title>Environmental science and pollution research international</title><addtitle>Environ Sci Pollut Res</addtitle><description>An intensive sampling campaign of airborne fine particles (PM 2.5 ) was conducted at Sanya, a coastal city in Southern China, from January to February 2012. Chemical analyses and mass reconstruction were used identify potential pollution sources and investigate atmospheric reaction mechanisms. A thermodynamic model indicated that low ammonia and high relative humidity caused the aerosols be acidic and that drove heterogeneous reactions which led to the formation of secondary inorganic aerosol. Relationships among neutralization ratios, free acidity, and air-mass trajectories suggest that the atmosphere at Sanya was impacted by both local and regional emissions. Three major transport pathways were identified, and flow from the northeast (from South China) typically brought the most polluted air to Sanya. A case study confirmed strong impact from South China (e.g., Pearl River Delta region) (contributed 76.8% to EC, and then this result can be extended to primary pollutants) when the northeast winds were dominant. The Weather Research Forecasting Black carbon model and trace organic markers were used to apportion local pollution versus regional contributions. Results of the study offer new insights into the atmospheric conditions and air pollution at this coastal city.</description><subject>Acidity</subject><subject>Aerosols</subject><subject>Air pollution</subject><subject>Ammonia</subject><subject>Aquatic Pollution</subject><subject>Atmospheric conditions</subject><subject>Atmospheric models</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Black carbon</subject><subject>Coastal environments</subject><subject>Earth and Environmental Science</subject><subject>Ecotoxicology</subject><subject>Environment</subject><subject>Environmental Chemistry</subject><subject>Environmental Health</subject><subject>Environmental science</subject><subject>Neutralization</subject><subject>Outdoor air quality</subject><subject>Particulate matter</subject><subject>Pollutants</subject><subject>Pollution</subject><subject>Pollution sources</subject><subject>Reaction mechanisms</subject><subject>Relative humidity</subject><subject>Research Article</subject><subject>Rivers</subject><subject>Thermodynamic models</subject><subject>Tracers</subject><subject>Transport</subject><subject>Waste Water Technology</subject><subject>Water Management</subject><subject>Water Pollution Control</subject><subject>Weather forecasting</subject><issn>0944-1344</issn><issn>1614-7499</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp1kc1O5DAQhC3ESgw_D8DN0p7Duv0Tj_eGRsCuBIIDnK0m05kJmsTB9hzgYfZZcRRWnDh1q_VVVUvF2DmICxDC_koAytSVgGUlpVpWcMAWUIOurHbukC2E07oCpfURO07pRQgpnLQL9m-1pb5rcMebLUZsMsXuHXMXBh5a_nAnLwxvY-g58hT2eUtx4E3AlCdFl98marXtBvzNcRx3xWnSpunchzXtumHDcVgX98-YXEIoJt4NfE19Qcvhf1ykTdlmaEhjiPmU_Whxl-jsc56wp-urx9Wf6vb-5u_q8rZqtLC5qp91rRxaoRopwEpDIGDtnlGiJmNaYRCoRnSotF0CaWuMNaScJoJaozphP2ffMYbXPaXsX8I-lleSl0LVDqSUulAwU00MKUVq_Ri7HuObB-GnGvxcgy81-KkGD0UjZ00q7LCh-OX8vegDG7eMSg</recordid><startdate>20180701</startdate><enddate>20180701</enddate><creator>Zhou, Jiamao</creator><creator>Ho, Steven Sai Hang</creator><creator>Cao, Junji</creator><creator>Zhao, Zhuzi</creator><creator>Zhao, Shuyu</creator><creator>Zhu, Chongshu</creator><creator>Wang, Qiyuan</creator><creator>Liu, Suixin</creator><creator>Zhang, Ting</creator><creator>Zhao, Youzhi</creator><creator>Wang, Ping</creator><creator>Tie, Xuexi</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QL</scope><scope>7SN</scope><scope>7T7</scope><scope>7TV</scope><scope>7U7</scope><scope>7WY</scope><scope>7WZ</scope><scope>7X7</scope><scope>7XB</scope><scope>87Z</scope><scope>88E</scope><scope>88I</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FRNLG</scope><scope>FYUFA</scope><scope>F~G</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>K9.</scope><scope>L.-</scope><scope>M0C</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7N</scope><scope>P64</scope><scope>PATMY</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0003-1682-0516</orcidid></search><sort><creationdate>20180701</creationdate><title>Chemical characterization of PM2.5 from a southern coastal city of China: applications of modeling and chemical tracers in demonstration of regional transport</title><author>Zhou, Jiamao ; Ho, Steven Sai Hang ; Cao, Junji ; Zhao, Zhuzi ; Zhao, Shuyu ; Zhu, Chongshu ; Wang, Qiyuan ; Liu, Suixin ; Zhang, Ting ; Zhao, Youzhi ; Wang, Ping ; Tie, Xuexi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c407t-6b4639a703c201725e101d9ba2a4e55f05a1e6aa9a34781e475575e394ee164a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Acidity</topic><topic>Aerosols</topic><topic>Air pollution</topic><topic>Ammonia</topic><topic>Aquatic Pollution</topic><topic>Atmospheric conditions</topic><topic>Atmospheric models</topic><topic>Atmospheric Protection/Air Quality Control/Air Pollution</topic><topic>Black carbon</topic><topic>Coastal environments</topic><topic>Earth and Environmental Science</topic><topic>Ecotoxicology</topic><topic>Environment</topic><topic>Environmental Chemistry</topic><topic>Environmental Health</topic><topic>Environmental science</topic><topic>Neutralization</topic><topic>Outdoor air quality</topic><topic>Particulate matter</topic><topic>Pollutants</topic><topic>Pollution</topic><topic>Pollution sources</topic><topic>Reaction mechanisms</topic><topic>Relative humidity</topic><topic>Research Article</topic><topic>Rivers</topic><topic>Thermodynamic models</topic><topic>Tracers</topic><topic>Transport</topic><topic>Waste Water Technology</topic><topic>Water Management</topic><topic>Water Pollution Control</topic><topic>Weather forecasting</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhou, Jiamao</creatorcontrib><creatorcontrib>Ho, Steven Sai Hang</creatorcontrib><creatorcontrib>Cao, Junji</creatorcontrib><creatorcontrib>Zhao, Zhuzi</creatorcontrib><creatorcontrib>Zhao, Shuyu</creatorcontrib><creatorcontrib>Zhu, Chongshu</creatorcontrib><creatorcontrib>Wang, Qiyuan</creatorcontrib><creatorcontrib>Liu, Suixin</creatorcontrib><creatorcontrib>Zhang, Ting</creatorcontrib><creatorcontrib>Zhao, Youzhi</creatorcontrib><creatorcontrib>Wang, Ping</creatorcontrib><creatorcontrib>Tie, Xuexi</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Pollution Abstracts</collection><collection>Toxicology Abstracts</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Business Premium Collection (Alumni)</collection><collection>Health Research Premium Collection</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Global</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><jtitle>Environmental science and pollution research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhou, Jiamao</au><au>Ho, Steven Sai Hang</au><au>Cao, Junji</au><au>Zhao, Zhuzi</au><au>Zhao, Shuyu</au><au>Zhu, Chongshu</au><au>Wang, Qiyuan</au><au>Liu, Suixin</au><au>Zhang, Ting</au><au>Zhao, Youzhi</au><au>Wang, Ping</au><au>Tie, Xuexi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Chemical characterization of PM2.5 from a southern coastal city of China: applications of modeling and chemical tracers in demonstration of regional transport</atitle><jtitle>Environmental science and pollution research international</jtitle><stitle>Environ Sci Pollut Res</stitle><date>2018-07-01</date><risdate>2018</risdate><volume>25</volume><issue>21</issue><spage>20591</spage><epage>20605</epage><pages>20591-20605</pages><issn>0944-1344</issn><eissn>1614-7499</eissn><abstract>An intensive sampling campaign of airborne fine particles (PM 2.5 ) was conducted at Sanya, a coastal city in Southern China, from January to February 2012. Chemical analyses and mass reconstruction were used identify potential pollution sources and investigate atmospheric reaction mechanisms. A thermodynamic model indicated that low ammonia and high relative humidity caused the aerosols be acidic and that drove heterogeneous reactions which led to the formation of secondary inorganic aerosol. Relationships among neutralization ratios, free acidity, and air-mass trajectories suggest that the atmosphere at Sanya was impacted by both local and regional emissions. Three major transport pathways were identified, and flow from the northeast (from South China) typically brought the most polluted air to Sanya. A case study confirmed strong impact from South China (e.g., Pearl River Delta region) (contributed 76.8% to EC, and then this result can be extended to primary pollutants) when the northeast winds were dominant. The Weather Research Forecasting Black carbon model and trace organic markers were used to apportion local pollution versus regional contributions. Results of the study offer new insights into the atmospheric conditions and air pollution at this coastal city.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s11356-018-2238-1</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0003-1682-0516</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0944-1344
ispartof Environmental science and pollution research international, 2018-07, Vol.25 (21), p.20591-20605
issn 0944-1344
1614-7499
language eng
recordid cdi_proquest_journals_2036912224
source SpringerLink Journals
subjects Acidity
Aerosols
Air pollution
Ammonia
Aquatic Pollution
Atmospheric conditions
Atmospheric models
Atmospheric Protection/Air Quality Control/Air Pollution
Black carbon
Coastal environments
Earth and Environmental Science
Ecotoxicology
Environment
Environmental Chemistry
Environmental Health
Environmental science
Neutralization
Outdoor air quality
Particulate matter
Pollutants
Pollution
Pollution sources
Reaction mechanisms
Relative humidity
Research Article
Rivers
Thermodynamic models
Tracers
Transport
Waste Water Technology
Water Management
Water Pollution Control
Weather forecasting
title Chemical characterization of PM2.5 from a southern coastal city of China: applications of modeling and chemical tracers in demonstration of regional transport
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-28T03%3A24%3A10IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Chemical%20characterization%20of%20PM2.5%20from%20a%20southern%20coastal%20city%20of%20China:%20applications%20of%20modeling%20and%20chemical%20tracers%20in%20demonstration%20of%20regional%20transport&rft.jtitle=Environmental%20science%20and%20pollution%20research%20international&rft.au=Zhou,%20Jiamao&rft.date=2018-07-01&rft.volume=25&rft.issue=21&rft.spage=20591&rft.epage=20605&rft.pages=20591-20605&rft.issn=0944-1344&rft.eissn=1614-7499&rft_id=info:doi/10.1007/s11356-018-2238-1&rft_dat=%3Cproquest_cross%3E2036912224%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2036912224&rft_id=info:pmid/&rfr_iscdi=true