Universidad Autónoma de Madrid, Madrid, Spain.
Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Madrid, Spain.
Sci Total Environ. 2022 Oct 20;844:157183. doi: 10.1016/j.scitotenv.2022.157183. Epub 2022 Jul 6.
In contrast to research on heat waves, there are no studies in recent years that analyze the temporal evolution of threshold temperatures (Tthreshold) for extremely cold days (ECD). It is unknown whether threshold temperatures have increased more quickly than the minimum daily temperature (Tmin) in recent years. The objective of this study was to analyze the temporal evolution of the minimum daily temperature (Tmin) in a group of Spanish provinces and compare it with the evolution of threshold temperatures. An ecological, retrospective time series study was carried out using daily observations between January 1, 1983 and December 31, 2018 (36 years) in 10 provinces that are representative of the different climate territories in Spain. For each representative observatory in each province, the values of Tmin were obtained for the winter months (November-March). The value of Tthreshold was determined for each province and each year, using dispersion diagrams for the pre-whitened series, with daily mortality due to natural causes displayed on the Y axis (CIEX: A00-R99) and Tmin grouped by 10 degree intervals on the X axis. To determine the temporal evolution of Tmin and Tthreshold for each province, linear models were fitted, with time as the independent variable. During the winter months, Tmin increased at an average rate of 0.2 °C/decade (IC95: 0.1-0.3), while Tthreshold remained practically constant during the period, at 0.1 °C/decade (IC95% -0.1 0.3). These values are much lower than those obtained in the case of heat, both in terms of the evolution of maximum daily temperature and that of Tthreshold. In conclusion, the fact that this trend has been maintained across time in a scenario of climate change, with a slow increase in minimum daily temperatures and constant values of Threshold, suggests a decrease in the number of ECD.
与热浪研究相比,近年来没有研究分析极寒日(ECD)阈值温度(Tthreshold)的时间演变。目前尚不清楚近年来 Tthreshold 是否比最低日温(Tmin)增长得更快。本研究旨在分析一组西班牙省份最低日温(Tmin)的时间演变,并将其与阈值温度的演变进行比较。采用生态、回顾性时间序列研究方法,使用 1983 年 1 月 1 日至 2018 年 12 月 31 日(36 年)期间在西班牙不同气候区具有代表性的 10 个省份的日观测数据。对于每个省份的代表性观测站,获得了冬季(11 月至 3 月)的 Tmin 值。对于每个省份和每年,使用预白化序列的离差图确定 Tthreshold 值,Y 轴上显示因自然原因导致的每日死亡率(CIEX:A00-R99),X 轴上以 10 度间隔分组的 Tmin。为了确定每个省份 Tmin 和 Tthreshold 的时间演变,使用时间作为自变量拟合线性模型。在冬季,Tmin 的平均增长率为 0.2°C/decade(IC95:0.1-0.3),而 Tthreshold 在整个时期内基本保持不变,为 0.1°C/decade(IC95%:-0.1 0.3)。这些值远低于在气候变化情景下获得的高温值,无论是最高日温还是 Tthreshold 的演变。总之,在气候变化的背景下,这种趋势随着时间的推移一直保持不变,最低日温缓慢上升,阈值保持不变,这表明极寒日的数量减少。