2021
DOI: 10.1016/j.buildenv.2020.107457
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A machine learning field calibration method for improving the performance of low-cost particle sensors

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Cited by 28 publications
(13 citation statements)
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“…Reports suggest that PM pollution in India is one of the highest globally (Balakrishnan et al 2019). Moreover, it is well established in the epidemiological literature that prolonged exposure to PM toxins is detrimental to human health (Patra et al 2021). In fact, India poses the highest burden of infant mortality due to air pollution (Nandi 2020).…”
Section: Methodsmentioning
confidence: 99%
“…Reports suggest that PM pollution in India is one of the highest globally (Balakrishnan et al 2019). Moreover, it is well established in the epidemiological literature that prolonged exposure to PM toxins is detrimental to human health (Patra et al 2021). In fact, India poses the highest burden of infant mortality due to air pollution (Nandi 2020).…”
Section: Methodsmentioning
confidence: 99%
“…Although the OPS is not a regulatory reference instrument, it has been widely used in previous studies and has shown good agreement with other research-grade instruments. 46,47 The four AQM models used in this study are also listed in Table 1. Two identical units were deployed for each AQM model.…”
Section: Instrumentationmentioning
confidence: 99%
“…There has been significant research on the design, assessment, and use of low-cost optical particle counters, however, such sensors cannot reliably detect sub-300 nm particles. [52][53][54]…”
Section: Con Clus Ionsmentioning
confidence: 99%