<?xml version="1.0" encoding="UTF-8"?>
<xml><records><RECORD><source-app name="Bibcite" version="8.x">Drupal-Bibcite</source-app><REFERENCE_TYPE>0</REFERENCE_TYPE><CONTRIBUTORS><AUTHORS><AUTHOR><style face="normal" font="default" size="100%">Meenakshi Kushwaha</style></AUTHOR><AUTHOR><style face="normal" font="default" size="100%">V. Sreekanth</style></AUTHOR><AUTHOR><style face="normal" font="default" size="100%">Adithi Upadhya</style></AUTHOR><AUTHOR><style face="normal" font="default" size="100%">Pratyush Agrawal</style></AUTHOR><AUTHOR><style face="normal" font="default" size="100%">Joshua Apte</style></AUTHOR><AUTHOR><style face="normal" font="default" size="100%">Julian Marshall</style></AUTHOR></AUTHORS></CONTRIBUTORS><TITLES><TITLE><style face="normal" font="default" size="100%">Bias in PM2.5 measurements using collocated reference-grade and optical instruments</style></TITLE></TITLES><KEYWORDS/><DATES/><AUTHORS><style face="normal" font="default" size="100%"/></AUTHORS><YEAR><style face="normal" font="default" size="100%">2022</style></YEAR><SECONDARY_TITLE><style face="normal" font="default" size="100%">Environmental Monitoring and Assessment</style></SECONDARY_TITLE><VOLUME><style face="normal" font="default" size="100%">194</style></VOLUME><ISSUE><style face="normal" font="default" size="100%">9</style></ISSUE><PAGES><style face="normal" font="default" size="100%">610+</style></PAGES><ISBN><style face="normal" font="default" size="100%">1573-2959</style></ISBN><ABSTRACT><style face="normal" font="default" size="100%">Optical PM2.5 measurements are sensitive to aerosol properties that can vary with space and time. Here, we compared PM2.5 measurements from collocated reference-grade (beta attenuation monitors, BAMs) and optical instruments (two DustTrak II and two DustTrak DRX) over 6 months. We performed inter-model (two different models), intra-model (two units of the same model), and inter-type (two different device types: optical vs. reference-grade) comparisons under ambient conditions. Averaged over our study period, PM2.5 measured concentrations were 46.0 and 45.5 μg m−3 for the two DustTrak II units, 29.8 and 38.4 μg m−3 for DRX units, and 18.3 and 19.0 μg m−3 for BAMs. The normalized root square difference (NRMSD; compares PM2.5 measurements from paired instruments of the same type) was ~ 5% (DustTrak II), ~ 27% (DRX), and ~ 15% (BAM). The normalized root mean square error (NRMSE; compares PM2.5 measurements from optical instruments against a reference instrument) was ~ 165% for DustTrak II, ~ 74% after applying literature-based humidity correction and ~ 27% after applying both the humidity and BAM corrections. Although optical instruments are highly precise in their PM2.5 measurements, they tend to be strongly biased relative to reference-grade devices. We also explored two different methods to compensate for relative humidity bias and found that the results differed by ~ 50% between the two methods. This study highlights the limitations of adopting a literature-derived calibration equation and the need for conducting local model-specific calibration. Moreover, this is one of the few studies to perform an intra-model comparison of collocated reference-grade devices.</style></ABSTRACT><URL><style face="normal" font="default" size="100%">https://doi.org/10.1007/s10661-022-10293-4</style></URL><title><style face="normal" font="default" size="100%">Bias in PM2.5 measurements using collocated reference-grade and optical instruments</style></title></RECORD></records></xml>
