季节和年降水和温度序列的同质性和变化点检测分析

I. Yasa, Mehmet Ishak Yüce, Musa Eşit
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引用次数: 0

摘要

摘要:历史温度和降水序列的准确性和一致性受到水资源、水文过程和气候变化等领域研究人员的高度重视。在这方面,同质性检验是管理数据准确性和一致性的有用工具。在本研究中,采用标准正态齐性(SNHT)、Pettitt (PT)、Buishand Range (BR)和累积偏差(CD)检验季节和年温度和降水的均匀性,显著性水平为0.05。利用位于土耳其Van的五个气象站获得的长期年度和季节性降水和温度记录,对四种同质性试验进行了评估。最后,对每个站点进行变化点检测。结果表明,经过四次检验,各站点的年平均温度均拒绝H0假设。17172站、17852站和17880站的年总降水量可以接受Ha替代假设,而17784站和17812站的年总降水量值得怀疑。季节分析结果显示,虽然降水和气温资料的均匀性很少,但可以认为均匀性在降水和气温资料中被打破,尤其是在气温资料中。可以看出,17784和17852台站在2000年之后总体发生了变化,而17172、17812和17880台站在2000年之前发生了变化。本研究的结果为今后在该地区开展的气候研究、水文模拟和统计研究中使用的气象数据系列的可靠性提供了信息来源。因此,在Van地区进行的研究中,数据的可靠性应该受到质疑,而在进行的项目中,数据应该是可靠的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Homogeneity and Change Point Detection Analysis of Seasonal and Annual Precipitation and Temperature Series Van, Turkiye
Abstract: Researcher which study water resources, hydrological processes, and climate change fields are given of high importance to the accuracy and consistency of historical temperature and precipitation series. In this regard, Homogeneity tests are a helpful tool to manage the accuracy and consistency of the data. In this study, the homogeneity of seasonal and annual temperature and precipitation is examined using Standard Normal Homogeneity (SNHT), Pettitt (PT), Buishand Range (BR), and Cumulative Deviation (CD) tests at a significance level of 0.05. The four homogeneity tests are assessed using long-term annual and seasonal precipitation and temperature records obtained from five meteorological stations located in Van, Turkey. Finally, change point detection is investigated for each station. According to the results, the annual mean temperature rejects H0 hypothesis for all stations by four tests. While Ha alternative hypothesis is accepted for stations 17172 and 17852 and 17880 at annual total precipitation, stations 17784 and 17812 are observed as doubtful. Seasonal results revealed that although it is rarely seen that there is homogeneity, it can be concluded that the homogeneity is broken in the precipitation and temperature data, especially in the temperature data. It can be seen that stations 17784 and 17852 generally experienced changes after 2000, whereas stations 17172, 17812, and 17880 experienced changes before this year in the series. The results of this study constitute a source of information in terms of the reliability of the meteorological data series used in climate research, hydrological modeling, and statistical research to be carried out in this region. As a result, the reliability of the data should be questioned in the studies to be carried out in the Van region and the data should be made reliable in the projects to be carried out.
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