Development of Air Quality Boxes Based on Low-Cost Sensor Technology for Ambient Air Quality Monitoring

被引:8
|
作者
Gaebel, Paul [1 ]
Koller, Christian [2 ]
Hertig, Elke [1 ]
机构
[1] Univ Augsburg, Fac Med, Reg Climate Change & Hlth, Univ Str 2, D-86159 Augsburg, Germany
[2] Hsch Munchen, Fac Design, Lothstr 34, D-80335 Munich, Germany
关键词
electrochemical sensors; metal oxide semiconductor sensors; particulate matter sensors; urban air quality; smart environment monitoring (SEM); ELECTROCHEMICAL SENSORS; PERFORMANCE; POLLUTANTS; POLLUTION; NETWORK; OZONE; NO2;
D O I
10.3390/s22103830
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Analyses of the relationships between climate, air substances and health usually concentrate on urban environments because of increased urban temperatures, high levels of air pollution and the exposure of a large number of people compared to rural environments. Ongoing urbanization, demographic ageing and climate change lead to an increased vulnerability with respect to climate-related extremes and air pollution. However, systematic analyses of the specific local-scale characteristics of health-relevant atmospheric conditions and compositions in urban environments are still scarce because of the lack of high-resolution monitoring networks. In recent years, low-cost sensors (LCS) became available, which potentially provide the opportunity to monitor atmospheric conditions with a high spatial resolution and which allow monitoring directly at vulnerable people. In this study, we present the atmospheric exposure low-cost monitoring (AELCM) system for several air substances like ozone, nitrogen dioxide, carbon monoxide and particulate matter, as well as meteorological variables developed by our research group. The measurement equipment is calibrated using multiple linear regression and extensively tested based on a field evaluation approach at an urban background site using the high-quality measurement unit, the atmospheric exposure monitoring station (AEMS) for meteorology and air substances, of our research group. The field evaluation took place over a time span of 4 to 8 months. The electrochemical ozone sensors (SPEC DGS-O3: R-2: 0.71-0.95, RMSE: 3.31-7.79 ppb) and particulate matter sensors (SPS30 PM1/PM2.5: R-2: 0.96-0.97/0.90-0.94, RMSE: 0.77-1.07 mu g/m(3)/1.27-1.96 mu g/m(3)) showed the best performances at the urban background site, while the other sensors underperformed tremendously (SPEC DGS-NO2, SPEC DGS-CO, MQ131, MiCS-2714 and MiCS-4514). The results of our study show that meaningful local-scale measurements are possible with the former sensors deployed in an AELCM unit.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] Low-cost multispecies air quality sensor
    Wang, C. M.
    Esse, B. D.
    Lewis, A. C.
    [J]. AIR POLLUTION XXIII, 2015, 198 : 105 - 116
  • [2] On the Security and Data Integrity of Low-Cost Sensor Networks for Air Quality Monitoring
    Luo, Lan
    Zhang, Yue
    Pearson, Bryan
    Ling, Zhen
    Yu, Haofei
    Fu, Xinwen
    [J]. SENSORS, 2018, 18 (12)
  • [3] A low-cost computer and sensors for air quality monitoring
    Sun, Vanessa
    [J]. NATURE REVIEWS EARTH & ENVIRONMENT, 2022, 3 (05) : 293 - 293
  • [4] A low-cost computer and sensors for air quality monitoring
    Vanessa Sun
    [J]. Nature Reviews Earth & Environment, 2022, 3 : 293 - 293
  • [5] Low-Cost Urban Air Quality Monitoring with Mosaic
    Guan, Gaoyang
    Chen, Yuan
    Guo, Kai
    Gao, Yi
    Dong, Wei
    [J]. 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2016,
  • [6] Application of the low-cost sensing technology for indoor air quality monitoring: A review
    Sa, Juliana P.
    Alvim-Ferraz, Maria Conceicao M.
    Martins, Fernando G.
    Sousa, Sofia I., V
    [J]. ENVIRONMENTAL TECHNOLOGY & INNOVATION, 2022, 28
  • [7] Design and Development of Low-cost Wireless Sensor Device for Air Quality Networks
    Sharma, Anamika
    Mishra, Brijesh
    Sutaria, Ronak
    Zele, Rajesh
    [J]. PROCEEDINGS OF THE 2019 IEEE REGION 10 CONFERENCE (TENCON 2019): TECHNOLOGY, KNOWLEDGE, AND SOCIETY, 2019, : 2345 - 2350
  • [8] Development of a low-cost air sensor package and indoor air quality monitoring in a California middle school: Detection of a distant wildfire
    Kaduwela, Ajith P.
    Kaduwela, Amal P.
    Jrade, Ely
    Brusseau, Matthew
    Morris, Sean
    Morris, Jennifer
    Risk, Valerie
    [J]. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 2019, 69 (09) : 1015 - 1022
  • [9] Development of low-cost indoor air quality monitoring devices: Recent advancements
    Chojer, H.
    Branco, P. T. B. S.
    Martins, F. G.
    Alvim-Ferraz, M. C. M.
    Sousa, S. I., V
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 727
  • [10] Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis
    Concas, Francesco
    Mineraud, Julien
    Lagerspetz, Eemil
    Varjonen, Samu
    Liu, Xiaoli
    Puolamaki, Kai
    Nurmi, Petteri
    Tarkoma, Sasu
    [J]. ACM TRANSACTIONS ON SENSOR NETWORKS, 2021, 17 (02)