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迈向欧洲生物气溶胶自动监测:9种自动花粉观测仪器与经典赫斯特型捕集器的比较

Towards European automatic bioaerosol monitoring: Comparison of 9 automatic pollen observational instruments with classic Hirst-type traps.

作者信息

Maya-Manzano José M, Tummon Fiona, Abt Reto, Allan Nathan, Bunderson Landon, Clot Bernard, Crouzy Benoît, Daunys Gintautas, Erb Sophie, Gonzalez-Alonso Mónica, Graf Elias, Grewling Łukasz, Haus Jörg, Kadantsev Evgeny, Kawashima Shigeto, Martinez-Bracero Moises, Matavulj Predrag, Mills Sophie, Niederberger Erny, Lieberherr Gian, Lucas Richard W, O'Connor David J, Oteros Jose, Palamarchuk Julia, Pope Francis D, Rojo Jesus, Šaulienė Ingrida, Schäfer Stefan, Schmidt-Weber Carsten B, Schnitzler Martin, Šikoparija Branko, Skjøth Carsten A, Sofiev Mikhail, Stemmler Tom, Triviño Marina, Zeder Yanick, Buters Jeroen

机构信息

Center of Allergy & Environment (ZAUM), Member of the German Center for Lung Research (DZL), Technical University and Helmholtz Center Munich, Munich, Germany.

Federal Office of Meteorology and Climatology (MeteoSwiss), Payerne, Switzerland.

出版信息

Sci Total Environ. 2023 Mar 25;866:161220. doi: 10.1016/j.scitotenv.2022.161220. Epub 2022 Dec 28.

Abstract

To benefit allergy patients and the medical practitioners, pollen information should be available in both a reliable and timely manner; the latter is only recently possible due to automatic monitoring. To evaluate the performance of all currently available automatic instruments, an international intercomparison campaign was jointly organised by the EUMETNET AutoPollen Programme and the ADOPT COST Action in Munich, Germany (March-July 2021). The automatic systems (hardware plus identification algorithms) were compared with manual Hirst-type traps. Measurements were aggregated into 3-hourly or daily values to allow comparison across all devices. We report results for total pollen as well as for Betula, Fraxinus, Poaceae, and Quercus, for all instruments that provided these data. The results for daily averages compared better with Hirst observations than the 3-hourly values. For total pollen, there was a considerable spread among systems, with some reaching R > 0.6 (3 h) and R > 0.75 (daily) compared with Hirst-type traps, whilst other systems were not suitable to sample total pollen efficiently (R < 0.3). For individual pollen types, results similar to the Hirst were frequently shown by a small group of systems. For Betula, almost all systems performed well (R > 0.75 for 9 systems for 3-hourly data). Results for Fraxinus and Quercus were not as good for most systems, while for Poaceae (with some exceptions), the performance was weakest. For all pollen types and for most measurement systems, false positive classifications were observed outside of the main pollen season. Different algorithms applied to the same device also showed different results, highlighting the importance of this aspect of the measurement system. Overall, given the 30 % error on daily concentrations that is currently accepted for Hirst-type traps, several automatic systems are currently capable of being used operationally to provide real-time observations at high temporal resolutions. They provide distinct advantages compared to the manual Hirst-type measurements.

摘要

为使过敏患者和医学从业者受益,花粉信息应既可靠又及时;由于自动监测,后者直到最近才成为可能。为评估所有现有自动仪器的性能,欧洲气象卫星应用组织(EUMETNET)自动花粉计划和ADOPT成本行动于2021年3月至7月在德国慕尼黑联合组织了一次国际比对活动。将自动系统(硬件加识别算法)与手动赫斯特型捕集器进行比较。测量结果汇总为每3小时或每日的值,以便对所有设备进行比较。我们报告了所有提供这些数据的仪器的总花粉以及桦树、白蜡树、禾本科和栎树的结果。每日平均值的结果与赫斯特观测值的比较比每3小时的值更好。对于总花粉,各系统之间存在相当大的差异,与赫斯特型捕集器相比,一些系统的相关系数R在3小时时大于0.6,在每日时大于0.75,而其他系统则不适合有效地采集总花粉(R<0.3)。对于个别花粉类型,一小部分系统经常显示出与赫斯特结果相似的结果。对于桦树,几乎所有系统表现良好(9个系统的3小时数据的R>0.75)。对于大多数系统,白蜡树和栎树的结果不太理想,而对于禾本科(有一些例外),性能最差。对于所有花粉类型和大多数测量系统,在主要花粉季节之外观察到假阳性分类。应用于同一设备的不同算法也显示出不同的结果,突出了测量系统这一方面的重要性。总体而言,考虑到目前赫斯特型捕集器每日浓度接受的30%误差,目前有几个自动系统能够在业务上用于以高时间分辨率提供实时观测。与手动赫斯特型测量相比它们具有明显优势。

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