LAPSE:2023.36697v1
Published Article

LAPSE:2023.36697v1
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.
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.
Record ID
Keywords
air pollution, low-cost sensor, particle-matter calibration, spatial–temporal distribution
Subject
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:2023.36697v1
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]
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:2023.36697v1
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https://doi.org/10.3390/pr11082338
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[v1] (Original Submission)
Sep 20, 2023
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Sep 20, 2023
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Calvin Tsay
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