Development of Data Visualization for Particulate Matter 2.5 micrometers Analysis in Bangkok

Main Article Content

Wunmongkol Pikulyam
Paralee Maneerat
Nivet Chirawichitchai

Abstract

Annual data of the Pollution Control Department of PM dust 2.5 is an increase in volumes indicating problem air quality. The problem is different and more complex. Therefore, it has to be analyzed to identify the cause in order to resolve the problem more precisely and efficiently. This research purposes data analytics and visualization system for particle dust particle size determination of 2.5 micrometers (PM2.5) in Bangkok using visualization technique with R programming language and Mysql database. The system can display quantitative information that can be measured in many forms such as numbers, diagrams and graphs as well as being interesting, easy to understand, and provide clarity in analysis. The implementation of this research has collected data from the Pollution Control Department and the Bangkok PM2.5 database, which monitors the air quality of Thailand to assess the situation of air quality and alert the case of pollution exceeding the standard. The experimental and evaluation of satisfaction by user found that users were satisfied with the program at a good level. The system was analyzed to support the work of data analytic and visualization for users effectively.

Article Details

How to Cite
1.
Pikulyam W, Maneerat P, Chirawichitchai N. Development of Data Visualization for Particulate Matter 2.5 micrometers Analysis in Bangkok. J Appl Res Sci Tech [Internet]. 2021 May 31 [cited 2024 Nov. 22];20(1):157-64. Available from: https://ph01.tci-thaijo.org/index.php/rmutt-journal/article/view/241782
Section
Research Articles

References

Pollution Control Department. Thailand Air Quality Data Report [Internet]. [cited 2020 Aug 10]. Availability from: http://www2.pcd.go.th/info_serv/database.html. Thai.

Pollution Control Department. Measurement of Particulate Matter [Internet]. [cited 2020 Aug 10]. Availability from: http://www2.pcd.go.th/info_serv/database.html. Thai.

Wangwongwattana S. Project Origin and Approach to Managing Dust in The Bangkok Metropolitan Area [Internet]. [cited 2020 Aug 10]. Availability from: http:// www.pcd.go.th/airandsound. Thai.

Suwanwattana R, Mungsing S. [Data visualization: basic concept, processes and techniques]. APHEIT Journals. 2015;4(1):73-83. Thai.

Supasri T, Intra P, Jomjunyong S, Sampattagul S. [Evaluation of particulate matter concentration by using a wireless sensor system for continuous monitoring of particulate air pollution in northern of Thailand]. Journal of Innovative Technology Research. 2018;2(1):65-78. Thai.

Pollution Control Department. Project to study the origin and management of PM2.5 in the Bangkok Metropolitan Area [Internet]. [cited 2020 Aug 10] Availability from:http://www.http://doh.hpc.go.th/bs/topicDisplay.php?id=243. Thai.

Rodthanee A. Quantities of PM2.5 Inside Public Vehicles in Bangkok [master’s thesis]. Bangkok: Silpakorn University; 2015. Thai.

Sinsomboonthong S. Data Analysis Using R Program. 1st ed. Bangkok: Chulabook; 2562. Thai.

Janpla S. [Smart University]. Journal of Technology Management Rajabhat Maha Sarakham University. 2019;6(1):147-58. Thai.

Bangkok PM2.5 Data - Berkeley Earth [Internet]. [cited 2020 Aug 10] Availability from: http://berkeleyearth.lbl.gov/air-quality/Maps/cities/Thailand/Bangkok/Bangkok.txt.