ArticleEnvironment international2022
Publicly available low-cost sensor measurements for PM
Article in Environment international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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
20 citing papers in PubMed, 57 citations in OpenAlex.
- A Hybrid Transfer Learning Approach for Ambient PMACS ES&T air · 2026Article
- PurpleAir Sensor Deployment Trends and Uncertainties.Sensors (Basel, Switzerland) · 2026Article
- Ambient PMCurrent environmental health reports · 2026Review
- Toward equitable environmental exposure modeling through convergence of data, open, and citizen sciences: an example of air pollution exposure modeling amidst increasing wildfire smoke.Environmental research · 2025Article
- Impact of black carbon exposure on length of hospital stay in asthma patients: a retrospective cohort study in yulin, China.BMC public health · 2025Article
- Optimizing Air Pollution Exposure Assessment with Application to Cognitive Function.Research report (Health Effects Institute) · 2025Article
- Leveraging low-cost sensors to predict nitrogen dioxide for epidemiologic exposure assessment.Journal of exposure science & environmental epidemiology · 2025Article
- Using low-cost sensors to assess common air pollution sources across multiple residences.Scientific reports · 2025Article
- Use of Low-Cost Sensors to Study Atmospheric Particulate Matter Concentrations: Limitations and Benefits Discussed through the Analysis of Three Case Studies in Palermo, Sicily.Sensors (Basel, Switzerland) · 2024Article
- Performance Assessment of Two Low-Cost PMSensors (Basel, Switzerland) · 2024Article
- Understanding the Cardiovascular and Metabolic Health Effects of Air Pollution in the Context of Cumulative Exposomic Impacts.Circulation research · 2024Review
- Evaluating low-cost monitoring designs for PMEnvironmental pollution (Barking, Essex : 1987) · 2024Article
- Wildland Fires Worsened Population Exposure to PMEnvironmental science & technology · 2023Article
- Characterizing Ultrafine Particle Mobile Monitoring Data for Epidemiology.Environmental science & technology · 2023Article
- Exposure assessment for air pollution epidemiology: A scoping review of emerging monitoring platforms and designs.Environmental research · 2023Article
- Impact of Mobile Monitoring Network Design on Air Pollution Exposure Assessment Models.Environmental science & technology · 2023Article
- Investigating Use of Low-Cost Sensors to Increase Accuracy and Equity of Real-Time Air Quality Information.Environmental science & technology · 2023Article
- Within-City Variation in Ambient Carbon Monoxide Concentrations: Leveraging Low-Cost Monitors in a Spatiotemporal Modeling Framework.Environmental health perspectives · 2022Article
- Characterization of Annual Average Traffic-Related Air Pollution Concentrations in the Greater Seattle Area from a Year-Long Mobile Monitoring Campaign.Environmental science & technology · 2022Article
- Modeling fine-grained spatio-temporal pollution maps with low-cost sensors.NPJ climate and atmospheric science · 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
10 authors at 1 institution in 1 country.
Funding
Abstract
High-resolution, high-quality exposure modeling is critical for assessing the health effects of ambient PM
Indexed as
Identifiers
What OpenQuestion holds
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.