LAPSE:2023.36697
Published Article
LAPSE:2023.36697
Calibration of Sensor Network for Outdoor Measurement of PM2.5 on High Wood-Heating Smoke in Temuco City
September 20, 2023
Abstract
In order to ascertain the spatial and temporal changes in the air quality in Temuco City, Chile, we created and installed a network of inexpensive sensors to detect PM2.5 particulate matter. The 21 measurement points deployed were based on a low-cost Sensiron SPS30 sensor, complemented with temperature and humidity sensors, an Esp32 microcontroller card with LoRa and WiFi wireless communication interface, and a solar charging unit. The units were calibrated using an airtight combustion chamber with a Grimm 11-E as a reference unit. The calibration procedure fits the parameters of a calibration model to map the raw low-cost particle-material measurements into reliable calibrated values. The measurements showed that the concentrations of fine particulate material recorded in Temuco present a high temporal and spatial variability. In critical contamination episodes, pollution reaches values as high as 354 µg/m3, and at the same time, it reaches 50 µg/m3 in other parts of the city. The contamination episodes show a similar trend around the city, and the peaks are in the time interval from 07:00 PM to 1:00 AM. In the winter, this time of day coincides with when families are usually home and there are low temperatures outside.
Keywords
air pollution, low-cost sensor, particle-matter calibration, spatial–temporal distribution
Suggested Citation
Muñoz C, Huircan J, Jaramillo F, Boso Á. Calibration of Sensor Network for Outdoor Measurement of PM2.5 on High Wood-Heating Smoke in Temuco City. (2023). LAPSE:2023.36697
Author Affiliations
Muñoz C: Department of Electrical Engineering, Faculty of Engineering and Sciences, Universidad de La Frontera, Av. Francisco Salazar, Temuco 01145, Chile [ORCID]
Huircan J: Department of Electrical Engineering, Faculty of Engineering and Sciences, Universidad de La Frontera, Av. Francisco Salazar, Temuco 01145, Chile [ORCID]
Jaramillo F: Department of Electrical Engineering, Faculty of Physical and Mathematical Sciences, University of Chile, Av. Tupper, Santiago 2007, Chile [ORCID]
Boso Á: Department of Environment, CIEMAT, Avenida Complutense 40, 28040 Madrid, Spain [ORCID]
Journal Name
Processes
Volume
11
Issue
8
First Page
2338
Year
2023
Publication Date
2023-08-03
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr11082338, Publication Type: Journal Article
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LAPSE:2023.36697
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https://doi.org/10.3390/pr11082338
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Sep 20, 2023
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CC BY 4.0
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Sep 20, 2023
 
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Sep 20, 2023
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Record Owner
Calvin Tsay
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