A dynamic approach for assessing climate change impacts on drought: an analysis in Southern Italy

IF 2.8 3区 环境科学与生态学 Q2 WATER RESOURCES Hydrological Sciences Journal-Journal Des Sciences Hydrologiques Pub Date : 2023-06-15 DOI:10.1080/02626667.2023.2217332
D. J. Peres, B. Bonaccorso, Nunziarita Palazzolo, A. Cancelliere, G. Mendicino, A. Senatore
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引用次数: 2

Abstract

ABSTRACT Drought is often monitored through standardized indices. However, while enabling comparisons across different climatic regions, standardization poses an issue when using indices to assess future climate change impacts on drought, since they have a null average by definition. To address this issue, in this study we introduce a dynamic approach where future changes are assessed by computing climate normals using moving time windows. The approach is applied to Sicily and Calabria (Southern Italy) using the standardized precipitation index (SPI) and the standardized precipitation–evapotranspiration index (SPEI), and considering climate change scenarios RCP4.5 and RCP8.5. An optimized ensemble weighted average (OEWA) of climate models is introduced to reduce model biases. The results indicate that the region is likely to experience an increase in drought events due to climate change. The findings highlight the need for revised drought identification strategies that account for non-stationarity in climate.
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评估气候变化对干旱影响的动态方法:意大利南部的分析
摘要干旱通常通过标准化指数进行监测。然而,尽管可以在不同气候区域之间进行比较,但在使用指数评估未来气候变化对干旱的影响时,标准化带来了一个问题,因为根据定义,这些指数的平均值为零。为了解决这个问题,在这项研究中,我们引入了一种动态方法,通过使用移动时间窗口计算气候法线来评估未来的变化。该方法应用于西西里岛和卡拉布里亚(意大利南部),使用标准化降水指数(SPI)和标准化降水-蒸散指数(SPEI),并考虑气候变化情景RCP4.5和RCP8.5。引入了气候模型的优化集合加权平均(OEWA)来减少模型偏差。结果表明,由于气候变化,该地区的干旱事件可能会增加。研究结果强调,需要修订干旱识别战略,以解释气候的非平稳性。
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来源期刊
CiteScore
6.60
自引率
11.40%
发文量
144
审稿时长
9.8 months
期刊介绍: Hydrological Sciences Journal is an international journal focused on hydrology and the relationship of water to atmospheric processes and climate. Hydrological Sciences Journal is the official journal of the International Association of Hydrological Sciences (IAHS). Hydrological Sciences Journal aims to provide a forum for original papers and for the exchange of information and views on significant developments in hydrology worldwide on subjects including: Hydrological cycle and processes Surface water Groundwater Water resource systems and management Geographical factors Earth and atmospheric processes Hydrological extremes and their impact Hydrological Sciences Journal offers a variety of formats for paper submission, including original articles, scientific notes, discussions, and rapid communications.
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