Evidence map›Paper›PMID 37943716›Full record

ArticleEnvironmental science & technology2023

Wildland Fires Worsened Population Exposure to PM

Danlu Zhang, Wenhao Wang, Yuzhi Xi, Jianzhao Bi, Yun Hang, Qingyang Zhu, Qiang Pu, Howard Chang, Yang Liu

Open access · hybridAbstract read
In one paragraph

Article in Environmental science & technology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 1 pooled it
8.8field-weighted citation impact, top 1% of its field
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

29 citing papers in PubMed, 1 synthesis or guideline pooled it, 55 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Article
  6. Wearable Personal PMmedRxiv : the preprint server for health sciences · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Hourly PMACS ES&T air · 2026
    Article
  12. Valuing wildfire smoke-related mortality benefits from climate mitigation.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Wildland Fire-Related Smoke PMJournal of the American Heart Association · 2025
    Article
  19. Long-range PMNature · 2025
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 2 institutions in 1 country.

Danlu ZhangGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.ORCID 0009-0001-9233-2162
Wenhao WangGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.
Yuzhi XiGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.
Jianzhao BiDepartment of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, Washington 98195, United States.
Yun HangGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.
Qingyang ZhuGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.
Qiang PuGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.ORCID 0000-0002-5446-3268
Howard ChangDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.ORCID 0000-0002-6316-1640
Yang LiuGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States.ORCID 0000-0001-5477-2186
Emory University · USUniversity of Washington · US

Funding

The impact of wildfire smoke exposure on cardiovascular health in the western USR01ES034175 · NIEHS · EMORY UNIVERSITY · PI Joshua S Fu, Yang Liu · 2022 to 2026
$2.8M
NIEHS NIH HHS R01 ES034175
6 · The paper itself

Abstract

As wildland fires become more frequent and intense, fire smoke has significantly worsened the ambient air quality, posing greater health risks. To better understand the impact of wildfire smoke on air quality, we developed a modeling system to estimate daily PM

Indexed as

Air PollutantsAir PollutionFiresWildfiresHumansParticulate MatterSmokeSoutheastern United StatesUnited StatesAir PollutantsParticulate MatterSmokeair pollutionmachine learningremote sensingsmoke PM2.5wildfire

Identifiers

PMID37943716
PMCPMC10702504
OpenAlexW4388522167

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.