Analysis of the Spatiotemporal Trends of Standardized Drought Indices in Sicily Using ERA5-Land Reanalysis Data (1950–2023)

IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Water Pub Date : 2024-09-13 DOI:10.3390/w16182593
Tagele Mossie Aschale, Antonino Cancelliere, Nunziarita Palazzolo, Gaetano Buonacera, David J. Peres
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Abstract

In this study, a spatiotemporal analysis of drought occurrence and trends across Sicily using ERA50-Land continuous gridded data is carried out. We first use the Standardized Precipitation Index (SPI) and the Standardized Precipitation Evapotranspiration Index (SPEI) to evaluate drought conditions at various time scales from 1950 to 2023. Then, the Modified Mann–Kendall test was employed to detect trends and Sen’s slope estimator was used to quantify their magnitude. An analysis of the historical series confirms that 2002 was the most severe drought year, impacting all time scales from short-term to long-term. The spatial analysis revealed that the western regions of Sicily experienced the highest severity and frequency of drought events. In contrast, the northeastern regions were less severely affected compared with the other parts of the island. The analysis detects significant increasing trends in SPI values in the eastern coastal areas of the island, which are related to a possible historical increase in precipitation. On the other hand, the analysis of the SPEI indicates significant decreasing trends in the western part of the island, which are mainly related to increased evapotranspiration rates. These results are partially consistent with previous analyses of future climate change scenarios, where changes in the SPEI values in the island are projected to be way clearer than changes in SPI values.
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利用ERA5-陆地再分析数据分析西西里岛标准化干旱指数的时空趋势(1950-2023 年)
本研究利用ERA50-Land连续网格数据对整个西西里岛的干旱发生情况和趋势进行了时空分析。我们首先使用标准化降水指数(SPI)和标准化降水蒸散指数(SPEI)来评估 1950 年至 2023 年不同时间尺度的干旱状况。然后,采用修正的 Mann-Kendall 检验来检测趋势,并使用 Sen 的斜率估算器来量化趋势的程度。对历史序列的分析证实,2002 年是旱情最严重的一年,影响了从短期到长期的所有时间尺度。空间分析表明,西西里岛西部地区经历的干旱事件最为严重,频率也最高。相比之下,东北部地区与该岛其他地区相比受影响程度较轻。分析发现,该岛东部沿海地区的 SPI 值呈显著上升趋势,这可能与历史上降水量增加有关。另一方面,对 SPEI 的分析表明,该岛西部呈显著下降趋势,这主要与蒸散率增加有关。这些结果与之前对未来气候变化情景的分析部分吻合,在这些情景中,预计该岛 SPEI 值的变化比 SPI 值的变化要明显得多。
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来源期刊
Water
Water WATER RESOURCES-
CiteScore
5.80
自引率
14.70%
发文量
3491
审稿时长
19.85 days
期刊介绍: Water (ISSN 2073-4441) is an international and cross-disciplinary scholarly journal covering all aspects of water including water science and technology, and the hydrology, ecology and management of water resources. It publishes regular research papers, critical reviews and short communications, and there is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental and/or methodical details must be provided for research articles. Computed data or files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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