Evidence map›Paper›PMID 42451548›Full record

ArticleSensors (Basel, Switzerland)2026

Application of Stationary IoT Sensor Networks to Reduce Exposure to Particulate Matter During Local Hotspot Events in a Megacity: A Fireworks Case Study.

Sangwon Bang, Kyung Hwan Kim, Kwang-Rae Kim, Hyun-Ju Ha, Jong-Cheol Yoon, Heejung Jung, Meehye Lee, Seung-Bok Lee

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Sangwon BangCenter for Climate and Carbon Cycle Research, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea.ORCID 0009-0003-9846-964X
Kyung Hwan KimCenter for Climate and Carbon Cycle Research, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea.ORCID 0000-0003-1379-800X
Kwang-Rae KimAir Quality Integrated Analysis Center, Seoul Research Institute of Public Health and Environment, Seoul 13818, Republic of Korea.ORCID 0000-0003-2966-8111
Hyun-Ju HaAir Quality Integrated Analysis Center, Seoul Research Institute of Public Health and Environment, Seoul 13818, Republic of Korea.ORCID 0000-0002-2202-7939
Jong-Cheol YoonAir Quality Integrated Analysis Center, Seoul Research Institute of Public Health and Environment, Seoul 13818, Republic of Korea.
Heejung JungDepartment of Mechanical Engineering, University of California, Riverside, CA 92521, USA.ORCID 0000-0003-0366-7284
Meehye LeeDepartment of Earth and Environmental Sciences, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea.
Seung-Bok LeeCenter for Climate and Carbon Cycle Research, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea.ORCID 0009-0006-3948-0250

Funding

Korea Institute of Science and Technology 26E0111National Research Council of Science and Technology Global-24-004National Research Foundation of Korea RS-2023-00218828
6 · The paper itself

Abstract

Growing public concern over the health impacts of particulate matter (PM

Indexed as

exposurefireworksIoTlocal hotspotlow-cost air quality sensor networkparticulate matter

Identifiers

PMID42451548
PMCPMC13363929

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.