Evidence map›Paper›PMID 40488689›Full record

ArticleACS sensors2025

Sustained Performance of Low-Cost Air Quality Sensors in Long-Term Deployments.

Anna R Winter, Yishu Zhu, Naomi G Asimow, Milan Y Patel, Ronald C Cohen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS sensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Anna R WinterDepartment of Chemistry, University of California Berkeley, Berkeley, California 94720, United States.ORCID 0000-0002-4884-0258
Yishu ZhuDepartment of Earth and Planetary Science, University of California Berkeley, Berkeley, California 94720, United States.ORCID 0000-0001-9293-1977
Naomi G AsimowDepartment of Earth and Planetary Science, University of California Berkeley, Berkeley, California 94720, United States.ORCID 0000-0002-9292-6024
Milan Y PatelDepartment of Chemistry, University of California Berkeley, Berkeley, California 94720, United States.ORCID 0000-0002-9194-8141
Ronald C CohenDepartment of Chemistry, University of California Berkeley, Berkeley, California 94720, United States.ORCID 0000-0001-6617-7691

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Over the past decade, technological advancements and the growing demand for higher spatial resolution in air quality measurements have driven the widespread deployment of low-cost electrochemical gas sensors. These sensors are inexpensive, compact, easy to deploy, and have potential to detect variability in ambient air. While short-term sensor performance and calibration assessments have been well-documented, research on sensor reliability in long-term deployments remains limited. The Berkeley Environmental Air Quality and CO

Indexed as

Air PollutantsAir PollutionElectrochemical TechniquesEnvironmental MonitoringCalibrationCarbon DioxideAir PollutantsCarbon Dioxideair quality monitoringelectrochemical gas sensorlong-term sensor networklow-cost sensorssensor aging

Identifiers

PMID40488689
PMCPMC12210265

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.