ArticleEnvironmental science & technology2020
Predicting Fine Spatial Scale Traffic Noise Using Mobile Measurements and Machine Learning.
Article in Environmental science & technology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 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
9 citing papers in PubMed.
- Exploring the relationship between traffic, speed, and personal in-vehicle noise exposure during commutes.Transportation research interdisciplinary perspectives · 2026Article
- Intersections as Hot Spots: Assessing the Contribution of Localized Nontailpipe Emissions and Noise on the Association Between Traffic and Children's Lung Function.Research report (Health Effects Institute) · 2026Article
- Convolutional neural network approach for accelerated traffic noise mapping.Scientific reports · 2026Article
- Assessing Source Contributions to Air Quality and Noise in Unconventional Oil Shale Plays.Research report (Health Effects Institute) · 2025Article
- Quantitative Health Impact Assessment of Environmental Exposures Linked to Urban Transport and Land Use in Europe: State of Research and Research Agenda.Current environmental health reports · 2025Review
- Data-driven approaches linking wastewater and source estimation hazardous waste for environmental management.Nature communications · 2024Article
- Traffic Noise Assessment Using Intelligent Acoustic Sensors (Traffic Ear) and Vehicle Telematics Data.Sensors (Basel, Switzerland) · 2023Article
- Environmental Influences on Sleep in the California Teachers Study Cohort.American journal of epidemiology · 2022Article
- Evaluation of Acoustic Noise Level and Impulsiveness Inside Vehicles in Different Traffic Conditions.Sensors (Basel, Switzerland) · 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
5 authors.
Funding
Abstract
Environmental noise has been associated with a variety of health endpoints including cardiovascular disease, sleep disturbance, depression, and psychosocial stress. Most population noise exposure comes from vehicular traffic, which produces fine-scale spatial variability that is difficult to characterize using traditional fixed-site measurement techniques. To address this challenge, we collected A-weighted, equivalent noise (LAeq in decibels, dB
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.