首页> 外文会议>International conference on modelling, monitoring and management of air pollution >SMALL AIR QUALITY SENSORS: IN VIVO TESTING OF ELECTROCHEMICAL CAIRPOL SENSORS IN COMPARISON TO REFERENCE MEASUREMENT
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SMALL AIR QUALITY SENSORS: IN VIVO TESTING OF ELECTROCHEMICAL CAIRPOL SENSORS IN COMPARISON TO REFERENCE MEASUREMENT

机译:小型空气质量传感器:电化学Cairpol传感器的体内测试与参考测量的比较

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Use of small air quality sensors is very popular during last few years not only in research but also in public sector. From scientific point of view there are possibilities to cover larger area in air quality monitoring by adding small and easy affordable sensors into the reference measurement networks. Such an application of sensors can be very useful for identifying new hotspots or for development of fine-scale air quality modelling. Nevertheless, there are some limits for real-time outdoor monitoring that must be considered - higher detection limits and weak possibility to deal with non-standard conditions (low temperatures or high air humidity). Therefore, it is very important to be careful with data postprocessing and data interpretation to not get misleading air quality information. Despite a few independent studies and tests of different types of small sensors have been already done (by universities, companies and also by EU Reference Laboratories), the standardized procedure for testing and verifying the data quality has not yet been developed. Sharing the field-measurement experience with different sensors and the data correction methods is therefore crucial. Here we provide results from test measurement of set of electrochemical Cairclip sensors (Cairpol, FR) for SO_2, NO_2, O_3/NO_2 and CO during summer (in year 2015) and winter period (2017/2018). The best performance both in comparison between pairs and also between sensors and reference monitors (RM) was found out in combined O_3/NO_2 Cairclip sensor. Nevertheless, the association of sensor's measured data with sum of O_3 and NO_2 measured by RM was much better in summer (R2 = 0.88) than in winter period (R2 = 0.31). Based on the known effect of air temperature and humidity on sensors data quality, we further applied some corrections based on dew point deficit (Td deficit). In this way verified data showed significant improvement in relationship with RM data (R2 = 0.88 with improved slope in summer and R2 = 0.58 in winter). Although the quality of sensor's measurement can be influenced by many factors at once and further research is needed to resolve all uncertainties, the simple corrections based on the most critical meteorological factors can be very effective.
机译:近年来,小型空气质量传感器的使用不仅在研究领域而且在公共部门都非常受欢迎。从科学的角度来看,有可能通过在参考测量网络中添加小型且易于负担得起的传感器来覆盖更大范围的空气质量监测。传感器的这种应用对于识别新的热点或开发精细的空气质量模型非常有用。尽管如此,对于实时室外监控仍必须考虑一些限制-更高的检测限制和处理非标准条件(低温或高空气湿度)的可能性很小。因此,非常重要的一点是要谨慎处理数据后处理和数据解释,以免误导空气质量信息。尽管已经进行了一些独立的研究,并且已经对不同类型的小型传感器进行了测试(由大学,公司以及欧盟参考实验室进行了测试),但是尚未开发出用于测试和验证数据质量的标准化程序。因此,与不同的传感器和数据校正方法共享现场测量经验至关重要。在这里,我们提供了在夏季(2015年)和冬季(2017/2018年)中对SO_2,NO_2,O_3 / NO_2和CO中的SO_2,NO_2,O_3 / NO_2和CO进行电化学测试的一组凯里普传感器的测试结果。在组合的O_3 / NO_2 Cairclip传感器中,发现在配对之间以及传感器与参考监视器(RM)之间的比较中,性能最佳。尽管如此,在夏季(R2 = 0.88)比冬季(R2 = 0.31),传感器的测量数据与通过RM测量的O_3和NO_2的总和的关联要好得多。基于空气温度和湿度对传感器数据质量的已知影响,我们进一步基于露点缺陷(Td缺陷)进行了一些校正。以这种方式,已验证的数据显示出与RM数据之间的关系有了显着改善(R2 = 0.88,夏季斜率提高,冬季R2 = 0.58)。尽管传感器的测量质量会立即受到许多因素的影响,并且需要进一步的研究来解决所有不确定性,但是基于最关键的气象因素的简单校正可能非常有效。

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