Low-Income, Minority-Serving Public Schools in Southern California Have Disproportionately High Surface Temperatures

IF 5 2区 医学 Q2 ENVIRONMENTAL SCIENCES
Geohealth Pub Date : 2026-09-15 DOI:10.1029/2026GH001927
Joaquin Murillo, Gabriella R. Dauber, Joshua B. Fisher, Gregory R. Goldsmith
{"title":"Low-Income, Minority-Serving Public Schools in Southern California Have Disproportionately High Surface Temperatures","authors":"Joaquin Murillo,&nbsp;Gabriella R. Dauber,&nbsp;Joshua B. Fisher,&nbsp;Gregory R. Goldsmith","doi":"10.1029/2026GH001927","DOIUrl":null,"url":null,"abstract":"<p>Extensive evidence demonstrates that people from minority backgrounds often face unequal exposure to extreme heat and have less access to green space that can provide cooling relief. What is less clear is whether these inequities extend to students on school playgrounds, where high temperatures can affect physical health, social and emotional well-being, and learning. We paired high resolution, satellite remote sensing surface temperature data for all 615 of the public schools in Orange County, California (serving ca. 450,000 students) with data on neighborhood household income, race/ethnicity of school enrollment, distance from the coast, and Normalized Difference Vegetation Index as a measure of landscape greenness. Based on &gt;47,000 observations from the hottest late summer days, we observed mean school surface temperatures in excess of 40°C, with temperatures at some schools reaching nearly 50°C on some days. Higher school ground surface temperatures were significantly correlated with low household income (<i>ρ</i> = −0.36) and racially/ethnically diverse student populations (<i>ρ</i> = 0.37). These same schools also exhibited less variation in temperature across their grounds, which may indicate fewer spaces for students to seek relief. Greener school landscapes were weakly correlated with lower school ground surface temperatures and this was independent of socioeconomics. Our findings provide robust evidence of links between school surface temperatures and school demographics, and they highlight the growing potential of satellite remote sensing to assess heat exposure within and across schools.</p>","PeriodicalId":48618,"journal":{"name":"Geohealth","volume":"10 9","pages":""},"PeriodicalIF":5.0000,"publicationDate":"2026-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13576633/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geohealth","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1029/2026GH001927","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Extensive evidence demonstrates that people from minority backgrounds often face unequal exposure to extreme heat and have less access to green space that can provide cooling relief. What is less clear is whether these inequities extend to students on school playgrounds, where high temperatures can affect physical health, social and emotional well-being, and learning. We paired high resolution, satellite remote sensing surface temperature data for all 615 of the public schools in Orange County, California (serving ca. 450,000 students) with data on neighborhood household income, race/ethnicity of school enrollment, distance from the coast, and Normalized Difference Vegetation Index as a measure of landscape greenness. Based on >47,000 observations from the hottest late summer days, we observed mean school surface temperatures in excess of 40°C, with temperatures at some schools reaching nearly 50°C on some days. Higher school ground surface temperatures were significantly correlated with low household income (ρ = −0.36) and racially/ethnically diverse student populations (ρ = 0.37). These same schools also exhibited less variation in temperature across their grounds, which may indicate fewer spaces for students to seek relief. Greener school landscapes were weakly correlated with lower school ground surface temperatures and this was independent of socioeconomics. Our findings provide robust evidence of links between school surface temperatures and school demographics, and they highlight the growing potential of satellite remote sensing to assess heat exposure within and across schools.

南加州低收入、少数族裔服务的公立学校地表温度高得不成比例。
大量证据表明,来自少数民族背景的人经常面临极端高温的不平等暴露,并且很少有机会获得可以提供降温的绿色空间。不太清楚的是,这些不平等是否会延伸到学校操场上的学生身上,在那里,高温会影响身体健康、社会和情感健康以及学习。我们将加州奥兰治县所有615所公立学校(约45万名学生)的高分辨率卫星遥感地表温度数据与社区家庭收入、学校入学种族/民族、与海岸的距离以及作为景观绿化率衡量标准的归一化差异植被指数等数据进行配对。根据夏末最热日子的47,000次观测,我们观测到学校平均地表温度超过40°C,一些学校的温度在某些日子达到近50°C。高等学校地表温度与低收入家庭(ρ = -0.36)和不同种族/民族学生群体(ρ = 0.37)显著相关。这些学校的场地温度变化也较小,这可能表明学生寻求缓解的空间更少。绿色学校景观与较低的学校地表温度呈弱相关,这与社会经济无关。我们的研究结果为学校地表温度与学校人口统计数据之间的联系提供了有力的证据,并强调了卫星遥感在评估学校内部和学校之间的热暴露方面日益增长的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Geohealth
Geohealth Environmental Science-Pollution
CiteScore
6.80
自引率
6.20%
发文量
124
审稿时长
19 weeks
期刊介绍: GeoHealth will publish original research, reviews, policy discussions, and commentaries that cover the growing science on the interface among the Earth, atmospheric, oceans and environmental sciences, ecology, and the agricultural and health sciences. The journal will cover a wide variety of global and local issues including the impacts of climate change on human, agricultural, and ecosystem health, air and water pollution, environmental persistence of herbicides and pesticides, radiation and health, geomedicine, and the health effects of disasters. Many of these topics and others are of critical importance in the developing world and all require bringing together leading research across multiple disciplines.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书