Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures

被引:42
|
作者
Sousan, Sinan [1 ,2 ]
Regmi, Swastika [3 ]
Park, Yoo Min [4 ]
机构
[1] East Carolina Univ, Brody Sch Med, Dept Publ Hlth, Greenville, NC 27834 USA
[2] North Carolina Agromed Inst, Greenville, NC 27834 USA
[3] East Carolina Univ, Coll Hlth & Human Performance, Dept Hlth Educ & Promot, Environm Hlth Sci Program, Greenville, NC 27834 USA
[4] East Carolina Univ, Dept Geog Planning & Environm, Greenville, NC 27858 USA
关键词
particulate matter; OPC; OPC-N3; SPS30; AirBeam2; PMS A003; sensor calibration; environmental monitoring; occupational monitoring; low-cost sensors; PARTICULATE MATTER; PERFORMANCE; POLLUTION; SENSORS;
D O I
10.3390/s21124146
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Low-cost optical particle counters effectively measure particulate matter (PM) mass concentrations once calibrated. Sensor calibration can be established by deriving a linear regression model by performing side-by-side measurements with a reference instrument. However, calibration differences between environmental and occupational settings have not been demonstrated. This study evaluated four commercially available, low-cost PM sensors (OPC-N3, SPS30, AirBeam2, and PMS A003) in both settings. The mass concentrations of three aerosols (salt, Arizona road dust, and Poly-alpha-olefin-4 oil) were measured and compared with a reference instrument. OPC-N3 and SPS30 were highly correlated (r = 0.99) with the reference instrument for all aerosol types in environmental settings. In occupational settings, SPS30, AirBeam2, and PMS A003 exhibited high correlation (>0.96), but the OPC-N3 correlation varied (r = 0.88-1.00). Response significantly (p < 0.001) varied between environmental and occupational settings for most particle sizes and aerosol types. Biases varied by particle size and aerosol type. SPS30 and OPC-N3 exhibited low bias for environmental settings, but all of the sensors showed a high bias for occupational settings. For intra-instrumental precision, SPS30 exhibited high precision for salt for both settings compared to the other low-cost sensors and aerosol types. These findings suggest that SPS30 and OPC-N3 can provide a reasonable estimate of PM mass concentrations if calibrated differently for environmental and occupational settings using site-specific calibration factors.
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页数:26
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