Towards Improving Air Quality Monitoring Using Fixed and Mobile Stations: Case of Mohammedia City

The growth of human activity in cities is a key factor in the degradation of air quality. Numerous studies have demonstrated the link between air quality and the existence of dangerous and chronic diseases that are extremely costly for individuals and society. This study presents an analytical framework that compares fixed and mobile air-quality monitoring approaches in cities with limited resources, using Mohammedia city, Morocco, as an example. The framework centers on mobile monitoring units mounted on vehicles and equipped with affordable sensors, GPS technology, and wireless communication systems to track important pollutants, including fine particulate matter (PM2.5 and PM10) and harmful gaseous compounds (NO2, SO2, CO, O3). The evaluation relies on scenario-based modeling, performance data from existing literature, and calculations of costs throughout the system’s lifetime. To enhance measurement reliability, the researchers developed a correction system that addresses measurement errors caused by temperature, humidity, vehicle speed, vibrations, traffic-related interference, operational interruptions, and communication limitations. The findings indicate that fixed monitoring stations deliver superior measurement precision, with estimated uncertainty ranging from ±1.2–2.5%, though their coverage area is restricted to 0.534 km2 (representing 1.6% of Mohammedia). In comparison, the suggested mobile setup could potentially monitor 9.8 km2, covering approximately 30% of the city, while decreasing infrastructure needs and setup time (2–4 h compared to 2–4 weeks). Over 10 years, the total cost is EUR 252,000 for mobile monitoring, compared with EUR 3.6 million for a network of 20 fixed stations. These results demonstrate that corrected mobile monitoring systems offer significant promise as an economical and sustainable approach for managing urban environmental conditions.

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Publication Details

Journal
Sustainability
Published
2026-03-17
DOI
https://doi.org/10.3390/su18062944
Primary Topic
Air Quality Monitoring and Forecasting
Type
article
Field-Weighted Citation Impact
0.00
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article

Towards Improving Air Quality Monitoring Using Fixed and Mobile Stations: Case of Mohammedia City

Mohamed Tabaa, Imane Chakir, Ismail Essamlali, Hasna Nhaila et al.
Sustainability
Air Quality Monitoring and Forecasting
article

Towards Improving Air Quality Monitoring Using Fixed and Mobile Stations: Case of Mohammedia City

Mohamed Tabaa, Imane Chakir, Ismail Essamlali, Hasna Nhaila, Adil El Arfaoui, Mohamed El Khaili, Oumaima Arif
article en

Abstract

The growth of human activity in cities is a key factor in the degradation of air quality. Numerous studies have demonstrated the link between air quality and the existence of dangerous and chronic diseases that are extremely costly for individuals and society. This study presents an analytical framework that compares fixed and mobile air-quality monitoring approaches in cities with limited resources, using Mohammedia city, Morocco, as an example. The framework centers on mobile monitoring units mounted on vehicles and equipped with affordable sensors, GPS technology, and wireless communication systems to track important pollutants, including fine particulate matter (PM2.5 and PM10) and harmful gaseous compounds (NO2, SO2, CO, O3). The evaluation relies on scenario-based modeling, performance data from existing literature, and calculations of costs throughout the system’s lifetime. To enhance measurement reliability, the researchers developed a correction system that addresses measurement errors caused by temperature, humidity, vehicle speed, vibrations, traffic-related interference, operational interruptions, and communication limitations. The findings indicate that fixed monitoring stations deliver superior measurement precision, with estimated uncertainty ranging from ±1.2–2.5%, though their coverage area is restricted to 0.534 km2 (representing 1.6% of Mohammedia). In comparison, the suggested mobile setup could potentially monitor 9.8 km2, covering approximately 30% of the city, while decreasing infrastructure needs and setup time (2–4 h compared to 2–4 weeks). Over 10 years, the total cost is EUR 252,000 for mobile monitoring, compared with EUR 3.6 million for a network of 20 fixed stations. These results demonstrate that corrected mobile monitoring systems offer significant promise as an economical and sustainable approach for managing urban environmental conditions.

SustainabilityVol. 18(6)
École Marocaine des Sciences de l'Ingénieur (MA), Université Hassan II Mohammedia (MA)
Sustainable cities and communities
Openalex Percentile: Top 18%
Air Quality Monitoring and Forecasting
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