Evidence map›Paper›PMID 40921619›Full record

ArticleEnvironmental science & technology2025

Developing a Spatiotemporal Repository of Extreme Heat and Cold Exposure in the United States for Precision Public Health Research.

Pedram Fard, Jonas Hügel, Risto Conte Keivabu, Francesca Dominici, Emilio Zagheni, Hossein Estiri, Chirag J Patel

Abstract read
In one paragraph

Article in Environmental science & technology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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.

Pedram FardDepartment of Biomedical Informatics, Harvard Medical School, 10 Shattuck St, Boston, Massachusetts 02115, United States.
Jonas HügelUniversity Medical Center Göttingen, Department of Medical Informatics, 37099 Göttingen, and University of Göttigen, Campus Institute Data Science, 37075 Göttingen, Germany.
Risto Conte KeivabuMax Planck Institute for Demographic Research (MPIDR), Konrad-Zuse-Strasse 1, 18057 Rostock, Germany.
Francesca DominiciDepartment of Biostatistics, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, Boston, Massachusetts 02115, United States.ORCID 0000-0002-9382-0141
Emilio ZagheniMax Planck Institute for Demographic Research (MPIDR), Konrad-Zuse-Strasse 1, 18057 Rostock, Germany.
Hossein EstiriDepartment of Medicine, Harvard Medical School, Boston, Massachusetts 02114, United States.
Chirag J PatelDepartment of Biomedical Informatics, Harvard Medical School, 10 Shattuck St, Boston, Massachusetts 02115, United States.ORCID 0000-0002-8756-8525

Funding

Temporal Phenotypes and Risk Models for the Post-COVID Syndrome and its sub-typesR01AI165535 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI Hossein Estiri, SHAWN N MURPHY · 2022 to 2026
$4.1M
Data science tools to identify robust exposure-phenotype associations for precision medicineR01ES032470 · NIEHS · HARVARD MEDICAL SCHOOL · PI MANRAI, ARJUN KUMAR, PATEL, CHIRAG J. · 2021 to 2025
$3.5M
The confluence of extreme heat cold on the health and longevity of an Aging Population with Alzheimers and related DementiaRF1AG074372 · NIA · HARVARD MEDICAL SCHOOL · PI DOMINICI, FRANCESCA, ESTIRI, HOSSEIN · 2022 to 2023
$2.6M
NIAID NIH HHS R01 AI165535NIA NIH HHS RF1 AG074372NIEHS NIH HHS R01 ES032470
6 · The paper itself

Abstract

Accurate attribution of the areas and populations impacted by climate-related events often relies on linear distance-based methods, where the study unit is assigned temperature data to the closest weather station. We developed a novel method and data pipeline that provides a grid-based measure of exposure to extreme heat and cold events called Grid EXposure (

Indexed as

Cold TemperatureExtreme HeatPublic HealthHot TemperatureHumansUnited Statesapparent temperatureaugmented mappingclimate data workflowsextreme climate eventsgridded spatiotemporal modelinghealth impacts

Identifiers

PMID40921619
PMCPMC12461912

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.