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Acknowledgements and funding The authors would like to express their gratitude for the following grants from the Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII) for the ENPY 304/20, and ENPY 436/21 projects.

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Miron, I JAuthor

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May 6, 2024
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Determination of heat wave definition temperatures in Spain at an isoclimatic level: time trend of heat wave duration and intensity across the decade 2009-2018

Publicated to:Environmental Sciences Europe. 36 (1): 83- - 2024-04-24 36(1), DOI: 10.1186/s12302-024-00917-6

Authors: Lopez-Bueno, J A; Alonso, P; Navas-Martin, M A; Miron, I J; Belda, F; Diaz, J; Linares, C

Affiliations

Carlos III Inst Hlth, Natl Sch Publ Hlth, Climate Change Hlth & Urban Environm Reference Uni, Madrid, Spain - Author
Castile La Mancha Reg Hlth Author, Toledo, Spain - Author
Hosp Univ Severo Ochoa, Madrid, Spain - Author
Rey Juan Carlos Univ, Madrid, Spain - Author
State Meteorol Agcy, Agencia Estatal Meteorol AEMET, Madrid, Spain - Author
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Abstract

Background In line with WHO guidelines for the implementation of public health prevention plans targeted at the impacts of high temperatures, a heat wave definition temperature (Tthreshold) was calculated for 182 so-called "isoclimatic zones" (IZ) in Spain. As the dependent variable for determining this Tthreshold, we analysed daily all-cause mortality data (ICD-10: A00-R99) for each IZ across the period 2009-2018. The independent variable used was the mean value of the maximum daily temperature of the summer months recorded at meteorological observatories in each IZ. We used Box-Jenkins models to ascertain mortality anomalies, and scatterplots to link these anomalies to the temperatures at which they occurred, thereby determining the Tthreshold for each IZ. We then calculated how many heat waves had occurred in each IZ, as well as their intensity, and analysed their time trend over this period.Results The results showed that in 52.5% of the IZ, the percentile of the maximum temperatures series of the summer months to which Tthreshold corresponded was below the 95th percentile of the meteorological heat wave definition in Spain: indeed, it only coincided in 30.7% of cases. The geographical distribution of these percentiles displayed great heterogeneity as a consequence of the local factors that influence the temperature-mortality relationship. The trend in the number of heat waves analysed indicated an overall increase in Spain at a rate of 3.9 heat waves per decade, and a similar rise in mean annual intensity of 9.5 degrees C/decade. These time-trend values were higher than those yielded by analysing the trend in meteorological heat waves based on the 95th percentile.Conclusions The results obtained in this study indicate the need to use a heat wave definition based on epidemiological temperature-mortality studies, rather than on values based on meteorological percentiles. This could be minimising estimated health impacts in analyses of future impacts attributable to heat.

Keywords

Daily mortalityDiseaseExtreme temperaturesHeat wavesHospital admissionsImpactMadrid spainMortalityNoisePrevention plansTermThreshold temperatureTime trend

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Environmental Sciences Europe due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position 59/358, thus managing to position itself as a Q1 (Primer Cuartil), in the category Environmental Sciences.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-07-16:

  • Scopus: 1

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-07-16:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 15.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 21 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 156.8.
  • The number of mentions on the social network X (formerly Twitter): 136 (Altmetric).
  • The number of mentions in news outlets: 8 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.