索马里兰干旱时空变化及其与ENSO和IOD指数的关系

Mohamed S. Bile, P. Limbu
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引用次数: 0

摘要

干旱是索马里兰最常见的自然灾害之一,造成严重的社会经济和环境危害。利用标准化蒸散发指数(SPEI)研究了1981 - 2020年干旱的时空变化及其与厄尔尼诺Niño南方涛动(ENSO)和印度洋偶极子(IOD)指数的关系。采用Mann-Kendall趋势检验和Sen’s斜率估计法对SPEI年和季节时间序列的变化趋势进行了评价。利用经验正交函数(EOF)检验SPEI序列的优势模态,利用Pearson和偏相关分析研究干旱变异显著模态与ENSO和IOD指数的相关性。结果显示,在99%的置信水平上,SPEI呈显著的下降趋势。EOF分析表明,中国西部和东部存在明显的干旱空间变异区。干旱变率在夏季和冬季与ENSO呈显著负相关,在冬季和年度时间序列中与IOD呈显著负相关。这项研究的结果将为索马里兰的干旱风险评估、缓解和可预测性提供重要信息。关键词:干旱,标准化降水指数,ENSO, IOD,索马里兰
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatiotemporal Variability of Drought and its Relationships to ENSO and IOD Indices in Somaliland
Drought is one of Somaliland’s most prevalent natural hazards, causing serious socioeconomic and environmental harm. This study investigated the spatial and temporal variability of drought and its relationships with El Niño Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) indices using the Standardized Evapotranspiration Index (SPEI) from 1981 to 2020. The Mann-Kendall trend test and Sen's slope estimator were used to assess the trends of annual and seasonal SPEI time series. The Empirical Orthogonal Function (EOF) was employed to examine the dominant modes of the SPEI series, and Pearson and partial correlation analyses were performed to investigate the associations between significant modes of drought variability and ENSO and IOD indices. The results demonstrated a statistically significant downward trend of SPEI (increasing drought) at 99% confidence level. The EOF analysis indicated two spatially distinct zones of drought variability in the west and east of the country. Drought variability had a statistically significant negative correlation with ENSO in the summer and winter seasons, and with IOD in the winter season and annual time series. The findings of this study will provide important information for drought risk assessment, mitigation, and predictability in Somaliland. Keywords: Drought, Standardized Precipitation Index, ENSO, IOD, Somaliland
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