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Analysing the trend of rainfall in Asir region of Saudi Arabia using the family of Mann-Kendall tests, innovative trend analysis, and detrended fluctuation analysis

机译:利用Mann-Kendall测试的家庭分析沙特阿拉伯阿拉伯地区降雨趋势,创新趋势分析,促进波动分析

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The present study is designed to analyse the annual rainfall variability and trend in 30 meteorological stations of the Asir region for the period of 1970-2017 using the Mann-Kendall (MK) test, Modified Mann-Kendall (MMK) test, trend free pre-whitening Mann-Kendall (TFPW MK) test, and the innovative trend analysis (ITA). A comparative study among the trend detection techniques was performed using the correlation coefficient. The future rainfall trend based on the historical rainfall pattern was investigated by using detrended fluctuation analysis (DFA). Results of the MK test showed that 20 stations in the study area observed a negative trend, and out of these, nine stations had significant negative trends at the significance level of 0.01. The findings of the MMK test showed that 23 stations recorded negative trends, and out of these, 18 stations had significant negative trends at the significance level of 0.01. Based on the findings of the TFPW-MK test, 21 stations observed a negative trend, and among these, 10 stations had significant negative trends at the significance of 0.01. ITA detected 25 stations observing a negative trend, and out of these, 18 stations had significant negative trends at the significance level of 0.01. Based on the findings of the tests and their performance, the MMK test appeared as the best performing technique among the MK test family, while ITA appeared as the best trend detection technique among the four techniques because it outperformed (p 0.01) the others. Results of DFA showed that 23 stations (10 were significant) had recorded declining future rainfall trends based on past trends. The results of the present study would help the planners and policy makers to make accurate and easy decisions on irrigation, climatic, and water resource management in the Asir region of Saudi Arabia.
机译:本研究旨在使用Mann-Kendall(MK)测试,改装Mann-Kendall(MMK)测试,修改Mann-Kendall(MMK)测试,分析了1970 - 2017年的3070-2017期间的每年降雨变异和趋势。 - 曼德·肯德尔(TFPW MK)测试,以及创新趋势分析(ITA)。使用相关系数进行趋势检测技术的比较研究。采用贬值波动分析(DFA)研究了基于历史降雨模式的未来降雨趋势。 MK试验的结果表明,研究区域的20个电台观察了负趋势,其中九个站具有显着的负趋势,其显着性水平为0.01。 MMK测试的结果表明,23个站记录了负面趋势,其中18个站点具有显着的负趋势,其显着性水平为0.01。基于TFPW-MK试验的发现,21个站点观察到负趋势,其中10个站点具有显着的负趋势,其意义为0.01。 ITA检测到25个站点,观察负趋势,其中18个站点具有显着的负面趋势,其显着性趋势为0.01。基于测试的结果及其性能,MMK检验出现在MK测试系列中最好的表现技术,而ITA出现在四种技术中的最佳趋势检测技术,因为它优于其他技术(P <0.01)其他技术。 DFA的结果表明,基于过去的趋势,23站(10个是重大)的降雨趋势录得下降。本研究的结果将有助于规划者和决策者对沙特阿拉伯阿尔西尔地区的灌溉,气候和水资源管理做出准确和方便的决定。

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