Estimate of PM10 by using visual range in order to substitute the air quality monitoring station in two areas of Chiang Mai Province, Thailand
Keywords:
Particles with a diameter of 10 micrometers or less, PM10, Visual Range, Air quality level, Chiang Mai ProvinceAbstract
Background: “Smog” is a major problem in the upper northern region of Thailand. It has negative impact to everyone’s health especially the risk groups with low immunity. Up to present, many areas of Chiang Mai Province still do not have air quality monitoring station. They have estimated PM10 by using the visual range evaluation. The research team then interested in studying the correlation between the PM10 estimated by visual range and the PM10 measured from the air quality monitoring stations, both in Mueang and Mae Chaem District, Chiang Mai Province, in order to recommend the disease control measures.
Methods: This study is a descriptive study. By collecting PM10 estimated by visual range and PM10 measured from the air quality monitoring station in Mueang and Mae Chaem District, Chiang Mai province, during 1 March–31 May 2017. We analyzed data by means of frequency distribution, mean, standard deviation, Spearman rank correlation and t-test with level of significant 0.01.
Results: During 1 March–31 May 2017, the visual range evaluation showed the highest PM10 levels of Mueang and Mae Chaem district were in March and April-May 2017 which were 139–351 and 89–138 micrograms per cubic meter (μg/m3), respectively. The air quality monitoring stations showed the highest PM10 levels of Mueang and Mae Chaem district were in March and April 2017 which were 83.40 ± 20.48 and 76.70 ± 35.00 μg/m3, respectively. The PM10 measured from those two methods had correlation with statistically significant. The Spearman’s rank correlation coefficient of Muang and Mae Jam District were 0.70 and 0.86, respectively (p = 0.01).
Recommendations: 1) The establishment of air quality monitoring stations should be prioritized in many areas of Chiang Mai Province. For the areas that have limited resource, they can use estimated number of PM10 from visual range evaluation for substitution. 2) For visual range evaluation, the evaluators should have good vision and pass the disease screening. And 3) the air quality level evaluation should be carefully conducted because its results will lead to the announcement of public health measures.
References
Air and Noise Management, Division Pollution Control Department, Ministry of Natural Resources and Environment. National Agenda Action Plan Solving the dust pollution Problem [internet]. 2019 [cited 2019 Apr 6]; p 5-39. Available from: http://www.pcd.go.th/file/Plan_for_solving_dust_pollution_problems.pdf (in Thai)
Bureau of Occupational and Environmental Diseases, Department of Disease Control, Ministry of Public Health. Surveillance manual The health impact of haze problems for public health personnel 2nd edition [internet]. 2016 [cited 2019 Apr 6]; p 4-5. Available from: https://ddc.moph.go.th/uploads/files/90d5b1273811682e93fe5e68eb9a39ce.pdf (in Thai)
Department of Health and Department of Disease Control Ministry of Public Health. Guidelines for monitoring areas at risk from air pollution. Case for small dust 2nd edition [Internet]. 2015 [cited 2020 Jun 6]; p 6, 28-9. Available from: http://hia.anamai.moph.go.th/download/hia/manual/book/book44.pdf (in Thai)
Bureau of Occupational and Environmental Diseases, Department of Disease Control, Ministry of Public Health. Surveillance manual the health impact of haze problems for public health personnel (Revised 2018). 1st edition. [internet]. Nonthaburi: Graphic and Design Font Publisher; 2018 [cited 2020 Apr 6]. p 1-24. Available from: http://envocc.ddc.moph.go.th/uploads/media/manual/final_ble_0001.pdf (in Thai)
Ministry of Public Health. Medical and Public Health Operations Manual In the case of dust particles less than 2.5 microns (PM2.5) in 2020 1st ed [internet]. 2019 [cited 2020 Jun 6]; p 2. Available from: http://envocc.ddc.moph.go.th/uploads/downloads/do_manual_PM2.5.pdf (in Thai)
Health Impact Assessment Division, Department of Health, Ministry of Public Health. Guidelines for surveillance of risk areas from Air pollution Case for small dust 2nd ed 2015 [Internet]. Printing House, Agricultural Cooperative of Thailand Limited; 2018 [cited 2020 Apr 6]. p 6. Available from: http://hia.anamai.moph.go.th/download/hia/manual/book/book4 4.pdf
Air and Noise Management Division Pollution Control Department. Air quality index data [Internet]. 2020. [cited 2020 Apr 6]. p 1. Available from: http://air4thai. pcd.go.th/webV2/aqi_info.php. (in Thai)
WHO. Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide Global update 2005 [internet]. 2005 [cited 2020 Apr 6]; P 9. Available from: https://apps.who.int/iris/bitstream/handle/10665/69477/WHO_SDE_PHE_OEH_06.02_eng.pdf;jsessionid=B29BD1E279BFB14F7B6F78C76C71D809?sequence=1
The California Air Resources Board (CARB) and the California Department of Public Health (CDPH). Wildfire Smoke A Guide for Public Health Officials (Revised 2016 May) [internet]. 2016 [cited 2020 Apr 6]; p 36-7. Available from: https://www3.epa.gov/airnow/wildfire_may2016.pdf
Vajanapoom N, Carl M. Shy, Lucas M. Neas, Dana Loomis. Estimation of particulate matter from visibility in Bangkok, Thailand. Journal of Exposure Analysis and Environmental Epidemiology. 2001; 97-102. (in Thai)
Malm W, Schichtel B. Uncertainty Associated with Estimating a Short Term (1-3 HR). Particulate Matter Concentration From a Human-sighted visual range. JFSP Research Project Report. 2013; 80-1.
Zhao H, Che H, Zhang X, Ma Y, Wang Y, Wang H, et.al. Characteristics of visibility and particulate matter (PM) in an urban area of Northeast China. Atmospheric Pollution Research 2013 Oct; 4 (4): 427- 34. doi: 10.5094/APR.2013.049.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2020 Weekly Epidemiological Surveillance Report

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Responsibility and Copyright
1. Author Responsibility and Editorial Disagreement
The content and data in all articles published in WESR are the direct opinions and responsibility of the article authors, and the Journal's Editorial Board is not necessarily in agreement with, or jointly responsible for, them.
2. Copyright and Referencing
All articles, data, content, figures, etc., published in WESR are considered the copyright of the academic journal. If any individual or entity wishes to disseminate all or any part of the published material, appropriate citation of the article is required.

