Evidence map›Paper›PMID 41712632›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Valuing wildfire smoke-related mortality benefits from climate mitigation.

Minghao Qiu, Christopher W Callahan, Iván Higuera-Mendieta, Lisa Rennels, Bryan Parthum, Noah S Diffenbaugh, Marshall Burke

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. 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. Valuing wildfire smoke-related mortality benefits from climate mitigation.Proceedings of the National Academy of Sciences of the United States of America · 2026
    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

7 authors.

Minghao Qiu *School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY 11794.ORCID 0000-0002-5224-570X
Christopher W Callahan *Doerr School of Sustainability, Stanford University, Stanford, CA 94305.ORCID 0000-0002-8819-9442
Iván Higuera-MendietaDoerr School of Sustainability, Stanford University, Stanford, CA 94305.
Lisa RennelsDoerr School of Sustainability, Stanford University, Stanford, CA 94305.ORCID 0000-0002-5307-9336
Bryan ParthumNational Center for Environmental Economics, U.S. Environmental Protection Agency, Washington, DC 2004.ORCID 0000-0002-9996-2183
Noah S DiffenbaughDoerr School of Sustainability, Stanford University, Stanford, CA 94305.ORCID 0000-0002-8856-4964
Marshall BurkeDoerr School of Sustainability, Stanford University, Stanford, CA 94305.ORCID 0000-0003-4288-5858

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human-induced climate change has increased wildfire risks, associated air pollution, and health damages in North America. Despite its large potential for damage, climate-induced wildfire smoke is rarely incorporated in estimates of the societal costs of climate change. We develop an integrated framework to estimate air pollution from climate-induced wildfire smoke (fine particulate matter, PM

Indexed as

Air PollutionClimate ChangeSmokeWildfiresGlobal WarmingGreenhouse GasesHumansParticulate MatterUnited StatesGreenhouse GasesParticulate MatterSmokeair qualityclimate changeclimate mitigationmortalitywildfire

Identifiers

PMID41712632
PMCPMC12933117

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.