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Performance Evaluation of Real-time DustTrak Monitors for Outdoor Particulate Mass Measurements in a Desert Environment

机译:用于沙漠环境中的户外微粒测量的实时尘土式监视器的性能评估

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Using the filter-based gravimetric technique as the reference method, this study aimed to evaluate the performance of the TSI DustTrak DRX? aerosol monitor, which offers real-time measurements, and establish suitable factors for bias correction in real-world operating conditions. Overall, the DustTrak demonstrated high precision in tracking the PM2.5 and PM10 mass concentrations; however, the measurements significantly deviated from those obtained via the reference method, showing an overestimation by a factor of ~2 for the fine fraction and an underestimation by ~20% for the coarse one. Applying a correction factor based on a constant proportion produced an acceptable level of accuracy, but utilizing one adjusted for humidity achieved even better results. These factors can also be used to enhance the accuracy of DustTrak measurements under comparable conditions, i.e., for aerosol with similar properties in similar environments. Additionally, the proposed approaches can serve as a model for field calibration and measurement data correction in other studies employing various types of real-time optical monitors.
机译:使用基于滤波器的重量技术作为参​​考方法,本研究旨在评估TSI DustTrak DRX的性能吗?气溶胶显示器,它提供实时测量,并在现实世界的操作条件下建立适当的偏置校正因素。总的来说,灰尘塔特拉克在跟踪PM2.5和PM10质量浓度方面展示了高精度;然而,测量值显着偏离通过参考方法获得的那些,显示出尺寸为〜2的估计率,对于粗级,〜20%的低估〜20%。基于恒定比例施加校正系数产生可接受的精度水平,但利用调整的湿度的一个可接受的效果实现了更好的结果。这些因素还可用于增强可比条件下的灰尘测量的准确性,即,用于在类似环境中具有类似性质的气溶胶。另外,所提出的方法可以用作采用各种类型的实时光学监视器的其他研究中的现场校准和测量数据校正的模型。

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