ArticleEnvironmental research2020
Contribution of low-cost sensor measurements to the prediction of PM
Article in Environmental research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 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
23 citing papers in PubMed.
- PMScientific reports · 2026Article
- Nitrogen Dioxide Monitoring by Means of a Low-Cost Autonomous Platform and Sensor Calibration via Machine Learning with Global Data Correlation Enhancement.Sensors (Basel, Switzerland) · 2025Article
- Leveraging low-cost sensors to predict nitrogen dioxide for epidemiologic exposure assessment.Journal of exposure science & environmental epidemiology · 2025Article
- High-performance machine-learning-based calibration of low-cost nitrogen dioxide sensor using environmental parameter differentials and global data scaling.Scientific reports · 2024Article
- Unmasking the sky: high-resolution PMJournal of exposure science & environmental epidemiology · 2024Article
- Statistical data pre-processing and time series incorporation for high-efficacy calibration of low-cost NOScientific reports · 2024Article
- Evaluating low-cost monitoring designs for PMEnvironmental pollution (Barking, Essex : 1987) · 2024Article
- Identification of Neighborhood Hotspots via the Cumulative Hazard Index: Results From a Community-Partnered Low-Cost Sensor Deployment.GeoHealth · 2024Article
- Race and Street-Level Firework Legalization as Primary Determinants of July 4th Air Pollution across Southern California.Atmosphere · 2023Article
- Investigating Use of Low-Cost Sensors to Increase Accuracy and Equity of Real-Time Air Quality Information.Environmental science & technology · 2023Article
- Exposure to indoor air pollution and the cognitive functioning of elderly rural women: a cross-sectional study using LASI data, India.BMC public health · 2022Article
- Compound Risk of Air Pollution and Heat Days and the Influence of Wildfire by SES across California, 2018-2020: Implications for Environmental Justice in the Context of Climate Change.Climate (Basel, Switzerland) · 2022Article
- Leveraging Citizen Science and Low-Cost Sensors to Characterize Air Pollution Exposure of Disadvantaged Communities in Southern California.International journal of environmental research and public health · 2022Article
- A Simple Optical Aerosol Sensing Method of Sauter Mean Diameter for Particulate Matter Monitoring.Biosensors · 2022Article
- Socioeconomic Disparities of Low-Cost Air Quality Sensors in California, 2017-2020.American journal of public health · 2022Article
- Article
- Publicly available low-cost sensor measurements for PMEnvironment international · 2022Article
- Augmenting the Standard Operating Procedures of Health and Air Quality Stakeholders With NASA Resources.GeoHealth · 2021Review
- Observations on the particle pollution of the cities in China in the Coronavirus 2019 closure: Characteristics and lessons for environmental management.Integrated environmental assessment and management · 2021Article
- Predicting ambient PMJournal of exposure science & environmental epidemiology · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Regulatory monitoring networks are often too sparse to support community-scale 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.