Future rainfall scenarios for the assessment of water availability in Italy

R. Padulano, Giuseppe Francesco Cesare Lama, G. Rianna, M. Santini, M. Mancini, M. Stojiljković
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引用次数: 8

Abstract

This research aims at understanding and analyzing the possible effect of climate change on the seasonal rainfall regime over Italy. First, rainfall patterns are identified by applying a clustering procedure based on the Self-Organizing Map, by adopting and comparing the results of different gridded datasets describing current climate (1981-2010). Second, for the identified clusters the impact of climate change in the near (2021-2050) and the far future (2051-2080) is assessed by employing an ensemble of bias-adjusted EUROCORDEX climate projections under the Representative Concentration Pathways (RCP) 2.6, 4.5 and 8.5. The results of this study show that, for the considered models’ ensemble, a significant decrease in cumulative rainfall values should be expected in the future, reflecting in a decrease in monthly values across all the seasons.
未来降雨情景对意大利可用水量的评估
本研究旨在了解和分析气候变化对意大利季节性降雨的可能影响。首先,通过采用和比较描述当前气候(1981-2010)的不同网格数据集的结果,应用基于自组织图的聚类程序来识别降雨模式。其次,在代表性浓度路径(RCP) 2.6、4.5和8.5下,采用偏差调整后的EUROCORDEX气候预估集合,评估了气候变化在近期(2021-2050)和远期(2051-2080)的影响。本研究结果表明,对于所考虑的模式集合,预计未来累积降雨量值将显著减少,反映在所有季节的月值减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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