ArticleAtmospheric measurement techniques2019
Characterising low-cost sensors in highly portable platforms to quantify personal exposure in diverse environments.
Article in Atmospheric measurement techniques, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Features and Practicability of the Next-Generation Sensors and Monitors for Exposure Assessment to Airborne Pollutants: A Systematic Review.Sensors (Basel, Switzerland) · 2021Pooled it
- Citizen Science in Air Pollution Monitoring: Methodological Approaches, Effectiveness, and Integration with Health Research.Current environmental health reports · 2026Review
- Investigation of sociodemographic, temporal, and meteorological heterogeneity in the short-term blood pressure response to air pollutants.Environmental health : a global access science source · 2026Article
- Laboratory Evaluation of ARMIE, a Portable SPS30-Based Low-Cost Sensor Node for PMSensors (Basel, Switzerland) · 2026Article
- Exposure measurement error in air-pollution epidemiology and its determinants: results from the MELONS study.International journal of epidemiology · 2026Article
- Evaluating a digital health ecosystem for asthma and air quality: an early feasibility study based on clinicians and patient-reported measures.Frontiers in digital health · 2026Article
- Exposure to Air Pollution and Changes in Resting Blood Pressure from Morning to Evening: The MobiliSense Study.International journal of environmental research and public health · 2025Article
- Investigating the Consequences of Measurement Error of Gradually More Sophisticated Long-Term Personal Exposure Models in Assessing Health Effects: The London Study (MELONS).Research report (Health Effects Institute) · 2025Article
- Relationships between fixed-site ambient measurements of nitrogen dioxide, ozone, and particulate matter and personal exposures in Grand Paris, France: the MobiliSense study.International journal of health geographics · 2025Article
- Air pollution and respiratory health in patients with COPD: should we focus on indoor or outdoor sources?Thorax · 2024Article
- Feasibility Study on the Use of NOSensors (Basel, Switzerland) · 2024Article
- Concurrent Heat and Air Pollution Exposures among People Experiencing Homelessness.Environmental health perspectives · 2024Article
- Understanding the patterns and health impact of indoor air pollutant exposures in Bradford, UK: a study protocol.BMJ open · 2023Article
- Personal and community-level exposure to air pollution and daily changes in respiratory symptoms and oxygen saturation among adults with COPD.Hygiene and environmental health advances · 2023Article
- Physical Activity, Air Pollution Exposure, and Lung Function Interactions Among Adults with COPD.Chronic obstructive pulmonary diseases (Miami, Fla.) · 2023Article
- The Representativeness of Outdoor Particulate Matter Concentrations for Estimating Personal Dose and Health Risk Assessment of School Children in Lisbon.International journal of environmental research and public health · 2023Article
- Early detection of COPD patients' symptoms with personal environmental sensors: a remote sensing framework using probabilistic latent component analysis with linear dynamic systems.Neural computing & applications · 2023Article
- Automated classification of time-activity-location patterns for improved estimation of personal exposure to air pollution.Environmental health : a global access science source · 2022Article
- Enhanced Ambient Sensing Environment-A New Method for Calibrating Low-Cost Gas Sensors.Sensors (Basel, Switzerland) · 2022Article
- Evaluating the Performance of Using Low-Cost Sensors to Calibrate for Cross-Sensitivities in a Multipollutant Network.ACS ES&T engineering · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors.
Funding
Abstract
The inaccurate quantification of personal exposure to air pollution introduces error and bias in health estimations, severely limiting causal inference in epidemiological research worldwide. Rapid advancements in affordable, miniaturised air pollution sensor technologies offer the potential to address this limitation by capturing the high variability of personal exposure during daily life in large-scale studies with unprecedented spatial and temporal resolution. However, concerns remain regarding the suitability of novel sensing technologies for scientific and policy purposes. In this paper we characterise the performance of a portable personal air quality monitor (PAM) that integrates multiple miniaturised sensors for nitrogen oxides (NO
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.