Comparison of Direct-reading and Gravimetric Methods of Particle Measurement in a Science Building, Silpakorn University

Q3 Environmental Science
Aungsiri Tipayarom, Prayad Sangngam, Siraphop Pinitkarn
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Abstract

This study aimed to develop relationships between particulate matter (PM) concentrations obtained from a direct-reading instrument to those from a gravimetric method. TSI DustTrak II Aerosol Monitors (Model 8530), a direct-reading instrument for PM10 and PM2.5 measurement, together with personal air pumps connected to a Sensidyne cyclone and a SKC Personal Environmental Monitor (PEM) for gravimetric PM10 and PM2.5 measurements respectively were deployed in the Faculty of Science building, Silpakorn University, Nakhon Pathom, Thailand. Comparison of the results from each instrument indicated that PM10 and PM2.5 concentrations obtained from the TSI DustTrak were higher. The linear relationship from ordinary least squares (OLS) regression between PM10 data determined by TSI DustTrak (x) and Sensidyne cyclone (y ̂) was significant (R2=0.92) and could be represented as y ̂ = 0.272x. For PM2.5, the relationship between concentrations determined by TSI DustTrak (x) and SKC PEM (y ̂) was also significant (R2=0.92) and represented by y ̂ = 4.848√x. Validation of both equations was undertaken by comparing predicted values from these relationships against the actual concentrations found by gravimetric analysis, with R2=1.0 and 0.92 for PM10 and PM2.5, respectively. It is suggested that these site-specific OLS regression equations can provide fast and convenient estimation of concentrations derived by gravimetric analysis from direct-reading TSI DustTrak monitor data.
实柏光大学某科学楼粒子测量的直读法与重力法之比较
本研究旨在发展从直读仪器获得的颗粒物(PM)浓度与从重量法获得的浓度之间的关系。TSI DustTrak II气溶胶监测仪(型号8530)是一种用于PM10和PM2.5测量的直读仪器,连同连接到Sensidyne旋风和SKC个人环境监测仪(PEM)的个人气泵,分别用于PM10和PM2.5的重力测量,部署在泰国那空府的Silpakorn大学理学院大楼。比较各仪器的结果表明,TSI DustTrak获得的PM10和PM2.5浓度更高。由TSI DustTrak (x)测定的PM10数据与Sensidyne cyclone (y)测定的PM10数据经普通最小二乘(OLS)回归,线性关系显著(R2=0.92),可表示为y²= 0.272 2x。对于PM2.5, TSI DustTrak (x)测定的浓度与SKC PEM (y²)测定的浓度之间的关系也很显著(R2=0.92),用y²= 4.848√x表示。通过将这些关系的预测值与重量分析得出的实际浓度进行比较,验证了这两个方程,PM10和PM2.5的R2分别为1.0和0.92。这表明,这些特定地点的OLS回归方程可以快速方便地估计由TSI DustTrak监测数据直接读取的重量分析得出的浓度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Environmental Research
Applied Environmental Research Environmental Science-Environmental Science (all)
CiteScore
2.00
自引率
0.00%
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0
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