Data quality in IoT-based air quality monitoring systems: a systematic mapping study

J Buelvas, D Múnera, DP Tobón V, J Aguirre… - Water, Air, & Soil …, 2023 - Springer
With the development of new technologies, particularly Internet of Things (IoT), there has
been an increase in the deployment of low-cost air quality monitoring systems. Compared to …

Spatiotemporal air quality inference of low-cost sensor data: Evidence from multiple sensor testbeds

J Hofman, TH Do, X Qin, ER Bonet, W Philips… - … Modelling & Software, 2022 - Elsevier
Recent advances in sensor and IoT technologies allow for denser and mobile air quality
measurements. These measurements are still spatiotemporally sparse at city-level, but can …

Few-Shot Calibration of Low-Cost Air Pollution (PM) Sensors Using Meta Learning

K Yadav, V Arora, M Kumar, SN Tripathi… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Low-cost particulate matter sensors are transforming air quality monitoring because they
have greater mobility as compared to reference monitors. Calibration of these low-cost …

Early wildfire detection using UAVs integrated with air quality and LiDAR sensors

D Rjoub, A Alsharoa… - 2022 IEEE 96th Vehicular …, 2022 - ieeexplore.ieee.org
Every year, wildfires burn out countless hectares of lands, resulting in ecological,
environmental, and economic damage. This paper presents an energy management system …

Efficient calibration of cost-efficient particulate matter sensors using machine learning and time-series alignment

S Koziel, A Pietrenko-Dabrowska… - Knowledge-Based …, 2024 - Elsevier
Atmospheric particulate matter (PM) poses a significant threat to human health, infiltrating
the lungs and brain and leading to severe issues such as heart and lung diseases, cancer …

High-resolution assessment of air quality in urban areas—A business model perspective

K Schäfer, K Lande, H Grimm, G Jenniskens… - Atmosphere, 2021 - mdpi.com
The increasing availability of low-cost air quality sensors has led to novel sensing
approaches. Distributed networks of low-cost sensors, together with data fusion and …

[HTML][HTML] Field calibration of low-cost particulate matter sensors using artificial neural networks and affine response correction

S Koziel, A Pietrenko-Dabrowska, M Wojcikowski… - Measurement, 2024 - Elsevier
Due to detrimental effects of atmospheric particulate matter (PM), its accurate monitoring is
of paramount importance, especially in densely populated urban areas. However, precise …

Monitoring and Prediction of Air Quality System using Internet of Things (IoT)

MSA Alrubaye, A As'arry, MA Azman… - … in Applied Sciences …, 2024 - semarakilmu.com.my
Air pollution is a global issue causing 7 million deaths annually, primarily due to dangerous
compounds and inhalable particles. The World Health Organization estimates that air …

Drive-by Air Pollution Sensing Systems: Challenges and Future Directions

H Zarrar, V Dyo - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Air pollution has become a significant health, environmental, and economic problem
worldwide. The conventional approach of deploying fixed high-end air quality monitoring …

AQI Monitoring and Predicting System

S Pawar, S Kelkar, N Khire, T Khairnar… - … on Emerging Smart …, 2023 - ieeexplore.ieee.org
The rate of industrialization and urbanization has accelerated substantially since the
Industrial Revolution. The majority of industrial applications cause air pollution, which is …