Air pollution exposure monitoring using portable low-cost air quality sensors
نویسندگان
چکیده
Urban environments with a high degree of industrialization are infested hazardous chemicals and airborne pollutants. These pollutants can have devastating effects on human health, causing both acute chronic diseases such as respiratory infections, lung cancer, heart disease. Air pollution monitoring is vital not only to citizens, warning them the health risks air pollutants, but also policy-makers, assisting drafting regulations laws that aim at minimizing those risks. Currently, predominantly relies expensive high-end static sensor stations. stations produce aggregated information about unable capture variations in individual's exposure. As an alternative, this article develops citizen-based system captures individual exposure levels during daily indoor outdoor activities. We present low-cost portable carry out measurement campaign using sensors demonstrate validity benefits measurements. Specifically, we (i) successfully classify data into outdoor, (ii) validate consistency accuracy our outdoor-classified measurements reference station. Our experimental results further prove effectiveness by providing fine-grained insights over wide geographical area, identifying probable causes dependent (iii) citizens personalized their commute.
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ژورنال
عنوان ژورنال: Smart Health
سال: 2022
ISSN: ['2352-6491', '2352-6483']
DOI: https://doi.org/10.1016/j.smhl.2021.100241