ArticleAtmospheric measurement techniques2023
Identifying optimal co-location calibration periods for low-cost sensors.
Article in Atmospheric measurement techniques, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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
7 citing papers in PubMed.
- A Network Calibration Approach Improves the Accuracy and Long-Term Stability of a Low-Cost Air Quality Mesonet in New York City.ACS ES&T air · 2026Article
- Air Sensor Network Analysis Tool: R-Shiny Application.Atmosphere · 2025Article
- Innovations in Air Quality Monitoring: Sensors, IoT and Future Research.Sensors (Basel, Switzerland) · 2025Review
- Spatiotemporal Analysis of Complex Emission Dynamics in Port Areas Using High-Density Air Sensor Network.Toxics · 2024Article
- Air Quality Sensor Experts Convene: Current Quality Assurance Considerations for Credible Data.ACS ES&T air · 2024Article
- Fundamentals of low-cost aerosol sensor design and operation.Aerosol science and technology : the journal of the American Association for Aerosol Research · 2024Article
- Enhanced Ambient Sensing Environment-A New Method for Calibrating Low-Cost Gas Sensors.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
Low-cost sensors are often co-located with reference instruments to assess their performance and establish calibration equations, but limited discussion has focused on whether the duration of this calibration period can be optimized. We placed a multipollutant monitor that contained sensors that measure particulate matter smaller than 2.5 μm (PM
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.