A Scalable Calibration Method for Enhanced Accuracy in Dense Air Quality Monitoring Networks

AR Winter, Y Zhu, NG Asimow, MY Patel… - … Science & Technology, 2025 - ACS Publications
Deployment of large numbers of low capital cost sensors to increase the spatial density of air
quality measurements enables applications that build on mapping air at neighborhood …

Enhancing accuracy of air quality sensors with machine learning to augment large-scale monitoring networks

K Ravindra, S Kumar, A Kumar, S Mor - npj Climate and Atmospheric …, 2024 - nature.com
Low-cost sensors have revolutionized air quality monitoring, however, precision is
questioned compared to reference instruments. Hence, the performance of two widely used …

Calibration of PurpleAir low-cost particulate matter sensors: model development for air quality under high relative humidity conditions

ME Mathieu-Campbell, C Guo… - Atmospheric …, 2024 - amt.copernicus.org
The primary source of measurement error from widely used particulate matter (PM) PurpleAir
sensors is ambient relative humidity (RH). Recently, the US EPA developed a national …

Real-time atmospheric characterization using drone swarms as sensor platforms

K Desnijder, AS Ali, M Vandewal - Environmental Effects on …, 2024 - spiedigitallibrary.org
This study investigates the deployment of drone swarms as sensor platforms for the real-time
characterization of atmospheric properties, including turbulence, humidity, and aerosols …

Utilizing Reanalysis Datasets to Improve the Performance of Low-Cost Air Sensors in the Global South

MR Giordano, M Beekmann, E Appoh, A Hughes… - 2024 - chemrxiv.org
A Low-cost sensors for particulate matter can provide high spatiotemporal resolution
monitoring of air quality, especially in much of the Global South, and sub-Saharan Africa …

Evaluación de la estratificación vertical de PM1, PM2. 5, y PM10 en viviendas mediante sensores IoT: Implicaciones para la metodología BIM.

EJ Renard-Julián, JM Olmos, MS García-Cascales - 2024 - dspace.aeipro.com
La calidad del aire interior es una preocupación creciente, especialmente debido a las
partículas de diámetro aerodinámico reducido (PM1, PM2. 5 y PM10) que poseen una …