实用大陆热-冷-健康预报系统的预报技能评估:健康预警系统的新途径

IF 11.7 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Science Advances Pub Date : 2024-11-13 DOI:10.1126/sciadv.ado5286
Marcos Quijal-Zamorano, Desislava Petrova, Èrica Martínez-Solanas, François R. Herrmann, Xavier Rodó, Jean-Marie Robine, Marc Marí-Dell’Olmo, Hicham Achebak, Joan Ballester
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引用次数: 0

摘要

超过 11 万欧洲人死于 2022 年和 2023 年破纪录的高温。新一代基于影响的预警系统利用流行病学模型将天气预报转化为目标人群的健康预报,是提高应对气候变化能力的重要适应策略。在这里,我们评估了一个实用的大陆热-冷-健康预报系统的技能。我们使用最先进的气温-死亡率流行病学模型,将经过偏差校正的集合天气预报转换为与气温相关的每日死亡率预报。我们发现,气温预报可用于发布与气温相关的死亡率的熟练预报。然而,由于使用了流行病学模型,预报技能因季节和地点而异,对气温和气温相关死亡率的预报技能也不同。总之,我们的研究证明并量化了热-冷-健康预报系统的预报技能范围,这是赢得公共卫生机构和终端用户信任的必要步骤。
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Forecast skill assessment of an operational continental heat-cold-health forecasting system: New avenues for health early warning systems
More than 110,000 Europeans died as a result of the record-breaking temperatures of 2022 and 2023. A new generation of impact-based early warning systems, using epidemiological models to transform weather forecasts into health forecasts for targeted population subgroups, is an essential adaptation strategy to increase resilience against climate change. Here, we assessed the skill of an operational continental heat-cold-health forecasting system. We used state-of-the-art temperature-lag-mortality epidemiological models to transform bias-corrected ensemble weather forecasts into daily temperature-related mortality forecasts. We found that temperature forecasts can be used to issue skillful forecasts of temperature-related mortality. However, the forecast skill varied by season and location, and it was different for temperature and temperature-related mortality due to the use of epidemiological models. Overall, our study demonstrates and quantifies the forecast skill horizon of heat-cold-health forecasting systems, which is a necessary step toward generating trust among public health authorities and end users.
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来源期刊
Science Advances
Science Advances 综合性期刊-综合性期刊
CiteScore
21.40
自引率
1.50%
发文量
1937
审稿时长
29 weeks
期刊介绍: Science Advances, an open-access journal by AAAS, publishes impactful research in diverse scientific areas. It aims for fair, fast, and expert peer review, providing freely accessible research to readers. Led by distinguished scientists, the journal supports AAAS's mission by extending Science magazine's capacity to identify and promote significant advances. Evolving digital publishing technologies play a crucial role in advancing AAAS's global mission for science communication and benefitting humankind.
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