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Influence of the meteorological conditions and some pollutants on PM10 concentrations in Lamphun, Thailand
Particulate matter (PM) has been occurring regularly during the dry season in the upper north of Thailand including Lamphun Province that might be influenced by various factors including climatologic and other pollutants. This paper aims to investigate the climatologic and gaseous factors influencin...
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| Published in: | Journal of environmental health science and engineering 2021-06, Vol.19 (1), p.237-249 |
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| Main Authors: | , , , , |
| Format: | Article |
| Language: | English |
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| cited_by | cdi_FETCH-LOGICAL-c571t-9370670f295c4c4b732809e60319b4f86d481c8a07791d2c93c14baf1d6f97293 |
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| cites | cdi_FETCH-LOGICAL-c571t-9370670f295c4c4b732809e60319b4f86d481c8a07791d2c93c14baf1d6f97293 |
| container_end_page | 249 |
| container_issue | 1 |
| container_start_page | 237 |
| container_title | Journal of environmental health science and engineering |
| container_volume | 19 |
| creator | Kliengchuay, Wissanupong Worakhunpiset, Suwalee Limpanont, Yanin Meeyai, Aronrag Cooper Tantrakarnapa, Kraichat |
| description | Particulate matter (PM) has been occurring regularly during the dry season in the upper north of Thailand including Lamphun Province that might be influenced by various factors including climatologic and other pollutants. This paper aims to investigate the climatologic and gaseous factors influencing the occurrence of PM
10
concentration using Pollution Control Department (PCD) data. The secondary data of 2009 to 2017 obtained from the PCD was used for analysis. We used descriptive statistics, Pearson’s correlation coefficient, multiple regression and graphic presentation using R program (R packages of ‘open air’ and ‘ncdf4’) and Microsoft Excel Spreadsheet®. In addition, the periodic measurement of PM
2.5
and PM
10
were investigated to determine the ratio of PM
2.5
/PM
10
. The results indicated that haze episodes (daily PM
10
concentration always over the PCD standard) normally occur during the dry season from February to April. The maximum concentration was always found in March. The PM
10
concentration was negatively associated with relative humidity and temperature while the PM
10
concentration showed a strongly positive association with CO and NO
2
concentration with correlation values of 0.70 and 0.57, respectively. Furthermore, we found CO and PM
10
concentration was associated with ozone concentration. This finding will benefit local communities and the public health sector to provide a warning system for preparation and response plans to react to PM
10
episodes in their responsible areas. |
| doi_str_mv | 10.1007/s40201-020-00598-2 |
| format | article |
| fullrecord | <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8172716</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A650597208</galeid><sourcerecordid>A650597208</sourcerecordid><originalsourceid>FETCH-LOGICAL-c571t-9370670f295c4c4b732809e60319b4f86d481c8a07791d2c93c14baf1d6f97293</originalsourceid><addsrcrecordid>eNp9kl1rHCEUhqW0NGGbP9AroTe96KRHHUe9KYTQj8CW5iKB3onr6K6Lo9txppB_H7cTmqaUIhxFn_f1HD0IvSZwTgDE-9ICBdLU0ABwJRv6DJ1S4LRhrPv-_I_1CTorZQ8ABBiTir9EJ6wlHCijp2h_lXycXbIOZ4-nncODm1wec8zbYE3ENqc-TCGngk3qccmDw4cc4zyZNBWcE77-SuCIWZem0SxoSHhthsNuTu_wzc6EWLWv0AtvYnFnD_MK3X76eHP5pVl_-3x1ebFuLBdkahQT0AnwVHHb2nYjGJWgXAeMqE3rZde3klhpQAhFemoVs6TdGE_6zitBFVuhD4vvYd4Mrl_SivowhsGMdzqboJ-epLDT2_xTSyKoIF01ePtgMOYfsyuTHkKxLtYiXJ6LprytOUrGRUXf_IXu8zymWp5m1UnSjkt4pLYmOh2Sz_VeezTVFx2vvydotVuh839QdfRuCPV9nQ91_4mALgI75lJG53_XSEAfm0QvTaJr0L-aRNMqYouoVDht3fiY8X9U96_0vAQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3163826580</pqid></control><display><type>article</type><title>Influence of the meteorological conditions and some pollutants on PM10 concentrations in Lamphun, Thailand</title><source>Springer Nature</source><source>PubMed Central</source><creator>Kliengchuay, Wissanupong ; Worakhunpiset, Suwalee ; Limpanont, Yanin ; Meeyai, Aronrag Cooper ; Tantrakarnapa, Kraichat</creator><creatorcontrib>Kliengchuay, Wissanupong ; Worakhunpiset, Suwalee ; Limpanont, Yanin ; Meeyai, Aronrag Cooper ; Tantrakarnapa, Kraichat</creatorcontrib><description>Particulate matter (PM) has been occurring regularly during the dry season in the upper north of Thailand including Lamphun Province that might be influenced by various factors including climatologic and other pollutants. This paper aims to investigate the climatologic and gaseous factors influencing the occurrence of PM
10
concentration using Pollution Control Department (PCD) data. The secondary data of 2009 to 2017 obtained from the PCD was used for analysis. We used descriptive statistics, Pearson’s correlation coefficient, multiple regression and graphic presentation using R program (R packages of ‘open air’ and ‘ncdf4’) and Microsoft Excel Spreadsheet®. In addition, the periodic measurement of PM
2.5
and PM
10
were investigated to determine the ratio of PM
2.5
/PM
10
. The results indicated that haze episodes (daily PM
10
concentration always over the PCD standard) normally occur during the dry season from February to April. The maximum concentration was always found in March. The PM
10
concentration was negatively associated with relative humidity and temperature while the PM
10
concentration showed a strongly positive association with CO and NO
2
concentration with correlation values of 0.70 and 0.57, respectively. Furthermore, we found CO and PM
10
concentration was associated with ozone concentration. This finding will benefit local communities and the public health sector to provide a warning system for preparation and response plans to react to PM
10
episodes in their responsible areas.</description><identifier>ISSN: 2052-336X</identifier><identifier>EISSN: 2052-336X</identifier><identifier>DOI: 10.1007/s40201-020-00598-2</identifier><identifier>PMID: 34150232</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Air pollution ; Analysis ; Correlation coefficient ; Correlation coefficients ; Dry season ; Earth and Environmental Science ; Environment ; Environmental Economics ; Environmental Engineering/Biotechnology ; Environmental Health ; Environmental Law/Policy/Ecojustice ; Local communities ; Nitrogen dioxide ; Particulate emissions ; Particulate matter ; Pollutants ; Pollution control ; Public health ; Quality of Life Research ; Relative humidity ; Research Article ; Statistical analysis ; Warning systems ; Waste Management/Waste Technology ; Weather</subject><ispartof>Journal of environmental health science and engineering, 2021-06, Vol.19 (1), p.237-249</ispartof><rights>Springer Nature Switzerland AG 2021</rights><rights>COPYRIGHT 2021 BioMed Central Ltd.</rights><rights>Copyright BioMed Central 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c571t-9370670f295c4c4b732809e60319b4f86d481c8a07791d2c93c14baf1d6f97293</citedby><cites>FETCH-LOGICAL-c571t-9370670f295c4c4b732809e60319b4f86d481c8a07791d2c93c14baf1d6f97293</cites><orcidid>0000-0003-1943-6202</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8172716/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8172716/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids></links><search><creatorcontrib>Kliengchuay, Wissanupong</creatorcontrib><creatorcontrib>Worakhunpiset, Suwalee</creatorcontrib><creatorcontrib>Limpanont, Yanin</creatorcontrib><creatorcontrib>Meeyai, Aronrag Cooper</creatorcontrib><creatorcontrib>Tantrakarnapa, Kraichat</creatorcontrib><title>Influence of the meteorological conditions and some pollutants on PM10 concentrations in Lamphun, Thailand</title><title>Journal of environmental health science and engineering</title><addtitle>J Environ Health Sci Engineer</addtitle><description>Particulate matter (PM) has been occurring regularly during the dry season in the upper north of Thailand including Lamphun Province that might be influenced by various factors including climatologic and other pollutants. This paper aims to investigate the climatologic and gaseous factors influencing the occurrence of PM
10
concentration using Pollution Control Department (PCD) data. The secondary data of 2009 to 2017 obtained from the PCD was used for analysis. We used descriptive statistics, Pearson’s correlation coefficient, multiple regression and graphic presentation using R program (R packages of ‘open air’ and ‘ncdf4’) and Microsoft Excel Spreadsheet®. In addition, the periodic measurement of PM
2.5
and PM
10
were investigated to determine the ratio of PM
2.5
/PM
10
. The results indicated that haze episodes (daily PM
10
concentration always over the PCD standard) normally occur during the dry season from February to April. The maximum concentration was always found in March. The PM
10
concentration was negatively associated with relative humidity and temperature while the PM
10
concentration showed a strongly positive association with CO and NO
2
concentration with correlation values of 0.70 and 0.57, respectively. Furthermore, we found CO and PM
10
concentration was associated with ozone concentration. This finding will benefit local communities and the public health sector to provide a warning system for preparation and response plans to react to PM
10
episodes in their responsible areas.</description><subject>Air pollution</subject><subject>Analysis</subject><subject>Correlation coefficient</subject><subject>Correlation coefficients</subject><subject>Dry season</subject><subject>Earth and Environmental Science</subject><subject>Environment</subject><subject>Environmental Economics</subject><subject>Environmental Engineering/Biotechnology</subject><subject>Environmental Health</subject><subject>Environmental Law/Policy/Ecojustice</subject><subject>Local communities</subject><subject>Nitrogen dioxide</subject><subject>Particulate emissions</subject><subject>Particulate matter</subject><subject>Pollutants</subject><subject>Pollution control</subject><subject>Public health</subject><subject>Quality of Life Research</subject><subject>Relative humidity</subject><subject>Research Article</subject><subject>Statistical analysis</subject><subject>Warning systems</subject><subject>Waste Management/Waste Technology</subject><subject>Weather</subject><issn>2052-336X</issn><issn>2052-336X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kl1rHCEUhqW0NGGbP9AroTe96KRHHUe9KYTQj8CW5iKB3onr6K6Lo9txppB_H7cTmqaUIhxFn_f1HD0IvSZwTgDE-9ICBdLU0ABwJRv6DJ1S4LRhrPv-_I_1CTorZQ8ABBiTir9EJ6wlHCijp2h_lXycXbIOZ4-nncODm1wec8zbYE3ENqc-TCGngk3qccmDw4cc4zyZNBWcE77-SuCIWZem0SxoSHhthsNuTu_wzc6EWLWv0AtvYnFnD_MK3X76eHP5pVl_-3x1ebFuLBdkahQT0AnwVHHb2nYjGJWgXAeMqE3rZde3klhpQAhFemoVs6TdGE_6zitBFVuhD4vvYd4Mrl_SivowhsGMdzqboJ-epLDT2_xTSyKoIF01ePtgMOYfsyuTHkKxLtYiXJ6LprytOUrGRUXf_IXu8zymWp5m1UnSjkt4pLYmOh2Sz_VeezTVFx2vvydotVuh839QdfRuCPV9nQ91_4mALgI75lJG53_XSEAfm0QvTaJr0L-aRNMqYouoVDht3fiY8X9U96_0vAQ</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Kliengchuay, Wissanupong</creator><creator>Worakhunpiset, Suwalee</creator><creator>Limpanont, Yanin</creator><creator>Meeyai, Aronrag Cooper</creator><creator>Tantrakarnapa, Kraichat</creator><general>Springer International Publishing</general><general>BioMed Central Ltd</general><general>BioMed Central</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>C1K</scope><scope>K9.</scope><scope>SOI</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1943-6202</orcidid></search><sort><creationdate>20210601</creationdate><title>Influence of the meteorological conditions and some pollutants on PM10 concentrations in Lamphun, Thailand</title><author>Kliengchuay, Wissanupong ; Worakhunpiset, Suwalee ; Limpanont, Yanin ; Meeyai, Aronrag Cooper ; Tantrakarnapa, Kraichat</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c571t-9370670f295c4c4b732809e60319b4f86d481c8a07791d2c93c14baf1d6f97293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Air pollution</topic><topic>Analysis</topic><topic>Correlation coefficient</topic><topic>Correlation coefficients</topic><topic>Dry season</topic><topic>Earth and Environmental Science</topic><topic>Environment</topic><topic>Environmental Economics</topic><topic>Environmental Engineering/Biotechnology</topic><topic>Environmental Health</topic><topic>Environmental Law/Policy/Ecojustice</topic><topic>Local communities</topic><topic>Nitrogen dioxide</topic><topic>Particulate emissions</topic><topic>Particulate matter</topic><topic>Pollutants</topic><topic>Pollution control</topic><topic>Public health</topic><topic>Quality of Life Research</topic><topic>Relative humidity</topic><topic>Research Article</topic><topic>Statistical analysis</topic><topic>Warning systems</topic><topic>Waste Management/Waste Technology</topic><topic>Weather</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kliengchuay, Wissanupong</creatorcontrib><creatorcontrib>Worakhunpiset, Suwalee</creatorcontrib><creatorcontrib>Limpanont, Yanin</creatorcontrib><creatorcontrib>Meeyai, Aronrag Cooper</creatorcontrib><creatorcontrib>Tantrakarnapa, Kraichat</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Environment Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of environmental health science and engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kliengchuay, Wissanupong</au><au>Worakhunpiset, Suwalee</au><au>Limpanont, Yanin</au><au>Meeyai, Aronrag Cooper</au><au>Tantrakarnapa, Kraichat</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Influence of the meteorological conditions and some pollutants on PM10 concentrations in Lamphun, Thailand</atitle><jtitle>Journal of environmental health science and engineering</jtitle><stitle>J Environ Health Sci Engineer</stitle><date>2021-06-01</date><risdate>2021</risdate><volume>19</volume><issue>1</issue><spage>237</spage><epage>249</epage><pages>237-249</pages><issn>2052-336X</issn><eissn>2052-336X</eissn><abstract>Particulate matter (PM) has been occurring regularly during the dry season in the upper north of Thailand including Lamphun Province that might be influenced by various factors including climatologic and other pollutants. This paper aims to investigate the climatologic and gaseous factors influencing the occurrence of PM
10
concentration using Pollution Control Department (PCD) data. The secondary data of 2009 to 2017 obtained from the PCD was used for analysis. We used descriptive statistics, Pearson’s correlation coefficient, multiple regression and graphic presentation using R program (R packages of ‘open air’ and ‘ncdf4’) and Microsoft Excel Spreadsheet®. In addition, the periodic measurement of PM
2.5
and PM
10
were investigated to determine the ratio of PM
2.5
/PM
10
. The results indicated that haze episodes (daily PM
10
concentration always over the PCD standard) normally occur during the dry season from February to April. The maximum concentration was always found in March. The PM
10
concentration was negatively associated with relative humidity and temperature while the PM
10
concentration showed a strongly positive association with CO and NO
2
concentration with correlation values of 0.70 and 0.57, respectively. Furthermore, we found CO and PM
10
concentration was associated with ozone concentration. This finding will benefit local communities and the public health sector to provide a warning system for preparation and response plans to react to PM
10
episodes in their responsible areas.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>34150232</pmid><doi>10.1007/s40201-020-00598-2</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0003-1943-6202</orcidid><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 2052-336X |
| ispartof | Journal of environmental health science and engineering, 2021-06, Vol.19 (1), p.237-249 |
| issn | 2052-336X 2052-336X |
| language | eng |
| recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8172716 |
| source | Springer Nature; PubMed Central |
| subjects | Air pollution Analysis Correlation coefficient Correlation coefficients Dry season Earth and Environmental Science Environment Environmental Economics Environmental Engineering/Biotechnology Environmental Health Environmental Law/Policy/Ecojustice Local communities Nitrogen dioxide Particulate emissions Particulate matter Pollutants Pollution control Public health Quality of Life Research Relative humidity Research Article Statistical analysis Warning systems Waste Management/Waste Technology Weather |
| title | Influence of the meteorological conditions and some pollutants on PM10 concentrations in Lamphun, Thailand |
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