Evidence map›Paper›PMID 42245811›Full record

ArticleResearch square2026

Hurricane power outage burden lands unequally: satellite evidence across 30 Atlantic storms.

Chris Chaeha Lim, Cristian Román-Palacios, Ian Estacio, Paloma Beamer, Arnab Ghosh, Kai Zhang, Robbie M Parks, G Brooke Anderson, Michelle L Bell

Abstract readPreprint
In one paragraph

Article in Research square, 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

9 authors.

Chris Chaeha LimMel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ.
Cristian Román-PalaciosCollege of Information Science, University of Arizona, Tucson, AZ.
Ian EstacioArizona Institute for Resilience, University of Arizona, Tucson, AZ.
Paloma BeamerMel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ.
Arnab GhoshDepartment of Medicine, Weill Cornell Medicine, Cornell University, New York, NY.
Kai ZhangDepartment of Population and Community Health, The University of North Texas Health Science Center at Fort Worth, Fort Worth, TX.
Robbie M ParksDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY.ORCID https://orcid.org/0000-0002-7916-1717
G Brooke AndersonDepartment of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO.
Michelle L BellSchool of the Environment, Yale University, New Haven, CT.ORCID https://orcid.org/0000-0002-3965-1359

Funding

SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · NIEHS · UNIVERSITY OF ARIZONA · PI Xinxin Ding · 1994 to 2026
$36.7M
Novel Assessments of the Health Impacts of Tropical CyclonesR00ES033742 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PARKS, ROBBIE M · 2023 to 2025
$911k
Strengthening capacity for policy-relevant life course epidemiological research in GhanaD43TW012726 · FIC · KINTAMPO HEALTH RESEARCH CENTRE · PI Kwaku Poku Asante, Darby Jack · 2024 to 2026
$712k
Understanding the long-term effects of hurricanes on cardiovascular health and outcomesK08HL163329 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI Arnab Kumar Ghosh · 2023 to 2026
$672k
FIC NIH HHS D43 TW012726NHLBI NIH HHS K08 HL163329NIEHS NIH HHS P30 ES006694NIEHS NIH HHS R00 ES033742Wellcome Trust
6 · The paper itself

Abstract

Hurricane-related outages affect millions, yet who loses power, how severely, and for how long remains poorly measured. Here we use satellite nighttime radiance to measure outage burden across 30 Atlantic hurricanes (2012-2024) and 156,032 tract-hurricane observations in 18 states. Decomposing outage burden into occurrence, severity and recovery, we find that occurrence disparities were the most robust: minority-status vulnerability was associated with 3.47 percentage points higher outage probability per 10-percentile-point increase. Severity disparities were positive and stronger among tracts that lost power, but attenuated after land-cover adjustment, indicating dependence on built-environment characteristics. Housing and transportation vulnerability was associated with slower recovery. Outages co-occurred with dangerous heat more often in high-minority tracts. Satellite monitoring can provide a utility-independent framework for tracking whether grid resilience investments reduce outage disparities.

Identifiers

PMID42245811
PMCPMC13232462

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LicenceCC BY
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Registered trials

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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.