Journal
SCIENCE OF THE TOTAL ENVIRONMENT
Volume 866, Issue -, Pages -Publisher
ELSEVIER
DOI: 10.1016/j.scitotenv.2022.161220
Keywords
Aerobiology; Automatic monitoring; Pollenclassification; Intercomparison campaign; Pollen; Real-time
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To benefit allergy patients and medical practitioners, reliable and timely pollen information is necessary. An international intercomparison campaign was conducted to evaluate the performance of automatic pollen monitoring instruments. Overall, some systems showed good results for total pollen and individual pollen types, while false positive classifications were observed outside of the main pollen season. Different algorithms applied to the same device also led to different results, highlighting the importance of the measurement system. Automatic systems have distinct advantages over manual measurements and can provide real-time observations at high temporal resolutions.
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 cur-rently 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. Mea-surements 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 re-sults 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 R2 > 0.6 (3 h) and R2> 0.75 (daily) compared with Hirst-type traps, whilst other systems were not suitable to sample total pollen efficiently (R2 < 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 (R2 > 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 measure-ment systems, false positive classifications were observed outside of the main pollen season. Different algorithms ap-plied 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 au-tomatic 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.
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