Assessing climate impacts on education: a comparison of four temperature indices in Spain

IF 5.5 Q1 ENVIRONMENTAL SCIENCES
Rafael Suárez-López, Camilo Ruiz
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引用次数: 0

Abstract

Rising global temperatures are increasingly recognized as a threat to education, affecting students’ cognitive performance, learning environments, and institutional resilience. However, educational data are rarely available in many regions of the world at sufficient spatial and temporal resolution to directly quantify these impacts. This study focuses on the development and comparison of four temperature-based climate indices across Spain—mean daily temperature, maximum daily temperature, number of days above 26.7 °C, and number of days with temperature anomalies above the 95th percentile—and examines how these indices can inform understanding of heat-related risks in education. Each index captures different dimensions of climate hazards, exposure, and vulnerability, providing complementary perspectives on how increasing heat affects educational outcomes. Using ERA5-Land data from 1961 to 2022, linear regression models were applied to assess geographic disparities and climate change trends in the ten most populous Spanish cities. The indices are weighted based on their relevance to educational impacts, including inequality, learning disruptions, and health-related stress. Results reveal regional disparities in both baseline climate conditions and the pace of warming, underscoring that no single metric fully captures the multifaceted nature of heat exposure. While the study does not quantify educational impacts directly, the indices provide a framework for evaluating and comparing climate hazards in education and may also serve as tools to support climate literacy and institutional preparedness.
评估气候对教育的影响:西班牙四种温度指数的比较
全球气温上升越来越被认为是对教育的威胁,影响学生的认知表现、学习环境和制度弹性。然而,在世界许多地区,很少有足够的空间和时间分辨率的教育数据来直接量化这些影响。本研究的重点是在西班牙制定和比较四种基于温度的气候指数——平均日温度、最高日温度、高于26.7°C的天数和温度异常高于第95百分位的天数——并研究这些指数如何在教育中促进对热相关风险的理解。每个指数都涵盖了气候危害、暴露度和脆弱性的不同维度,并提供了关于热量增加如何影响教育成果的互补视角。利用1961 - 2022年的ERA5-Land数据,采用线性回归模型对西班牙10个人口最多城市的地理差异和气候变化趋势进行了评估。这些指数是根据它们与教育影响的相关性来加权的,包括不平等、学习中断和与健康有关的压力。结果揭示了基线气候条件和变暖速度的区域差异,强调没有一个单一的指标能完全反映热暴露的多面性。虽然该研究没有直接量化教育影响,但这些指数为评估和比较教育中的气候危害提供了一个框架,也可以作为支持气候素养和机构准备的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Environmental and Sustainability Indicators
Environmental and Sustainability Indicators Environmental Science-Environmental Science (miscellaneous)
CiteScore
7.80
自引率
2.30%
发文量
49
审稿时长
57 days
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