ArticleInternational journal of biometeorology2018
A heat vulnerability index to improve urban public health management in San Juan, Puerto Rico.
Article in International journal of biometeorology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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.
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.
Who cites it
22 citing papers in PubMed.
- Environmental Scan of Tools and Frameworks Assessing Climate-Related Health Vulnerabilities in Older Populations.Environmental health insights · 2026Review
- Mortality risk and burden associated with non-optimum temperatures in Puerto Rico.Environmental research letters : ERL [Web site] · 2025Article
- Evaluating PurpleAir Sensors: Do They Accurately Reflect Ambient Air Temperature?Sensors (Basel, Switzerland) · 2025Article
- Identifying groups at-risk to extreme heat: Intersections of age, race/ethnicity, and socioeconomic status.Environment international · 2024Article
- Article
- "Urban-Satellite" estimates in the ABCD Study: Linking Neuroimaging and Mental Health to Satellite Imagery Measurements of Macro Environmental Factors.medRxiv : the preprint server for health sciences · 2024Article
- Article
- Heat stress in the Caribbean: Climatology, drivers, and trends of human biometeorology indices.International journal of climatology : a journal of the Royal Meteorological Society · 2023Article
- Background climate modulates the impact of land cover on urban surface temperature.Scientific reports · 2022Article
- Urban heat vulnerability: A dynamic assessment using multi-source data in coastal metropolis of Southeast China.Frontiers in public health · 2022Article
- Environmental Stressors Suffered by Women with Gynecological Cancers in the Aftermath of Hurricanes Irma and María in Puerto Rico.International journal of environmental research and public health · 2021Article
- Mapping Heat Vulnerability Index Based on Different Urbanization Levels in Nebraska, USA.GeoHealth · 2021Article
- Chaos in fractional system with extreme events.The European physical journal. Special topics · 2021Article
- Social inequalities in heat-attributable mortality in the city of Turin, northwest of Italy: a time series analysis from 1982 to 2018.Environmental health : a global access science source · 2020Article
- Mapping Heat-Related Risks in Northern Jiangxi Province of China Based on Two Spatial Assessment Frameworks Approaches.International journal of environmental research and public health · 2020Article
- Urban Heat Island Monitoring and Impacts on Citizen's General Health Status in Isfahan Metropolis: A Remote Sensing and Field Survey Approach.Remote sensing · 2020Article
- Appraisal of the heat vulnerability index in Punjab: a case study of spatial pattern for exposure, sensitivity, and adaptive capacity in megacity Lahore, Pakistan.International journal of biometeorology · 2019Article
- Determining the correlation between outdoor heatstroke incidence and climate elements in Daegu metropolitan city.Yeungnam University journal of medicine · 2019Article
- Examination of Human Health Impacts Due to Adverse Climate Events Through the Use of Vulnerability Mapping: A Scoping Review.International journal of environmental research and public health · 2019Article
- A Raster-Based Subdividing Indicator to Map Urban Heat Vulnerability: A Case Study in Sydney, Australia.International journal of environmental research and public health · 2018Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Increased frequency and length of high heat episodes are leading to more cardiovascular issues and asthmatic responses among the population of San Juan, the capital of the island of Puerto Rico, USA. An urban heat island effect, which leads to foci of higher temperatures in some urban areas, can raise heat-related mortality. The objective of this research is to map the risk of high temperature in particular locations by creating heat maps of the city of San Juan. The heat vulnerability index (HVI) maps were developed using images collected by satellite-based remote sensing combined with census data. Land surface temperature was assessed using images from the Thermal Infrared Sensor flown on Landsat 8. Social determinants (e.g., age, unemployment, education and social isolation, and health insurance coverage) were analyzed by census tract. The data were examined in the context of land cover maps generated using products from the Puerto Rico Terrestrial Gap Analysis Project (USDA Forest Service). All variables were set in order to transform the indicators expressed in different units into indices between 0 and 1, and the HVI was calculated as sum of score. The tract with highest index was considered to be the most vulnerable and the lowest to be the least vulnerable. Five vulnerability classes were mapped (very high, high, moderate, low, and very low). The hottest and the most vulnerable tracts corresponded to highly built areas, including the Luis Munoz International Airport, seaports, parking lots, and high-density residential areas. Several variables contributed to increased vulnerability, including higher rates of the population living alone, disabilities, advanced age, and lack of health insurance coverage. Coolest areas corresponded to vegetated landscapes and urban water bodies. The urban HVI map will be useful to health officers, emergency preparedness personnel, the National Weather Service, and San Juan residents, as it helps to prepare for and to mitigate the potential effects of heat-related illnesses.
Indexed as
Identifiers
28210860What OpenQuestion holds
Registered trials
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.