[HTML][HTML] Tutorial: Guidelines for implementing low-cost sensor networks for aerosol monitoring

N Zimmerman - Journal of Aerosol Science, 2022 - Elsevier
Over the past decade, there has been exponential growth in low-cost air pollution sensing
technology. While low-cost sensors can provide a path towards more accessible air quality …

[HTML][HTML] Review on main sources and impacts of urban ultrafine particles: Traffic emissions, nucleation, and climate modulation

QQ Li, YT Guo, JY Yang, CS Liang - Atmospheric Environment: X, 2023 - Elsevier
Identifying and quantifying the sources and clarifying the impacts of ultrafine particles (UFP)
in the complicated urban environments are important for particle pollution control and UFP …

Spatial Modeling of Daily PM2.5, NO2, and CO Concentrations Measured by a Low-Cost Sensor Network: Comparison of Linear, Machine Learning, and Hybrid …

S Jain, AA Presto, N Zimmerman - Environmental Science & …, 2021 - ACS Publications
Previous studies have characterized spatial patterns of pollution with land use regression
(LUR) models from distributed passive or filter samplers at low temporal resolution. Large …

Impacts of modifiable factors on ambient air pollution: A case study of COVID-19 shutdowns

R Tanzer-Gruener, J Li, SR Eilenberg… - … & Technology Letters, 2020 - ACS Publications
COVID-19-related closures offered a novel opportunity to observe and quantify the impact of
activity levels of modifiable factors on ambient air pollution in real time. We use data from a …

Characterizing the Aging of Alphasense NO2 Sensors in Long-Term Field Deployments

J Li, A Hauryliuk, C Malings, SR Eilenberg… - ACS …, 2021 - ACS Publications
Low-cost NO2 sensors have been widely deployed for atmospheric sampling. While their
initial performance has been characterized, few studies have examined their long-term …

Determination of local traffic emission and non-local background source contribution to on-road air pollution using fixed-route mobile air sensor network

P Wei, P Brimblecombe, F Yang, A Anand, Y Xing… - Environmental …, 2021 - Elsevier
Traffic-related air pollutants are major contributors to deteriorating urban air quality and pose
a serious threat to pedestrians. From both a scientific and a regulatory standpoint, it is …

Low‐cost air quality monitoring networks for long‐term field campaigns: A review

F Carotenuto, A Bisignano, L Brilli… - Meteorological …, 2023 - Wiley Online Library
The application of low‐cost air quality monitoring networks has substantially grown over the
last few years, following the technological advances in the production of cheap and portable …

Efficacy of low-cost sensor networks at detecting fine-scale variations in particulate matter in urban environments

A Heintzelman, GM Filippelli… - International Journal of …, 2023 - mdpi.com
The negative health impacts of air pollution are well documented. Not as well-documented,
however, is how particulate matter varies at the hyper-local scale, and the role that proximal …

Using a network of lower-cost monitors to identify the influence of modifiable factors driving spatial patterns in fine particulate matter concentrations in an urban …

S Rose Eilenberg, R Subramanian, C Malings… - Journal of Exposure …, 2020 - nature.com
Background There is substantial interest in using networks of lower-cost air quality sensors
to characterize urban population exposure to fine particulate matter mass (PM2. 5) …

Developing high-resolution PM2.5 exposure models by integrating low-cost sensors, automated machine learning, and big human mobility data

M Yu, S Zhang, K Zhang, J Yin, M Varela… - Frontiers in …, 2023 - frontiersin.org
Introduction: Traditional methods to estimate exposure to PM2. 5 (particulate matter with less
than 2.5 µm in diameter) have typically relied on limited regulatory monitors and do not …