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Increased risk of heat waves in Florida: Characterizing changes in bivariate heat wave risk using extreme value analysis

机译:佛罗里达州增加的热浪风险:使用极值分析表征双变量热浪风险的变化

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摘要

Maximum and minimum daily temperatures from the second half of the 20th century are examined using a high resolution dataset of 833 grid cells across the state of Florida. A bivariate Extreme Value Analysis Point Process approach is used to model characteristics including the frequency, magnitude, duration, and timing of periods or heat waves during which both daily maximum and minimum temperatures exceed their respective 90th percentile thresholds. Variability in heat wave characteristics is examined across the state to give an indication of those areas where heat waves with certain characteristics may be more likely to occur. Changes in heat wave characteristics through time are examined by halving the temperature record and determining changes toheat wave characteristics between the two periods. This exploration of changes in heat wave risk through time gives a possible suggestion of trends in future heat wave risk. Findings indicate that there is considerable spatial variability in heat wave characteristics although heat waves have become increasingly frequent and intense throughout much of the state.
机译:使用佛罗里达州内833个网格单元的高分辨率数据集,检查了20世纪下半叶的最高和最低每日温度。使用双变量极值分析点过程方法对特征进行建模,这些特征包括频率或幅度,持续时间以及周期或热浪的定时,在此期间,每天的最高和最低温度均超过各自的第90个百分位数阈值。在整个状态下检查热波特性的变化,以指示可能更容易发生具有某些特性的热波的那些区域。通过将温度记录减半并确定两个时段之间的热波特性变化来检查热波特性随时间的变化。这种对热浪风险随时间变化的探索为未来的热浪风险趋势提供了可能的建议。研究结果表明,尽管热波在整个州的大部分地区变得越来越频繁和强烈,但其热波特性仍存在相当大的空间变异性。

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