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首页> 外文期刊>Journal of Environmental Protection >Trend Analysis of the Mean Annual Temperature in Rwanda during the Last Fifty Two Years
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Trend Analysis of the Mean Annual Temperature in Rwanda during the Last Fifty Two Years

机译:近五十年卢旺达年平均气温的趋势分析

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Climate change and global warming are widely recognized as the most significant environmental dilemma the world is experiencing today. Recent studies have shown that the Earth’s surface air temperature has increased by 0.6°C - 0.8°C during the 20th century, along with changes in the hydrological cycle. This has alerted the international community and brought great interest to climate scientists leading to several studies on climate trend detection at various scales. This paper examines the long-term modification of the near surface air temperature in Rwanda. Time series of near surface air temperature data for the period ranging from 1958 to 2010 for five weather observatories were collected from the Rwanda National Meteorological Service. Variations and trends of annual mean temperature time series were examined. The cumulative sum charts (CUSUM) and bootstrapping and the sequential version of the Mann Kendall Rank Statistic were used for the detection of abrupt changes. Regression analysis was performed for the trends and the Mann-Kendall Rank Statistic Test was used for the examination of their significance. Statistically significant abrupt changes and trends have been detected. The major change point in the annual mean temperature occurred around 1977-1979. The analysis of the annual mean temperature showed for all observatories a not very significant cooling trend during the period ranging from 1958 to 1977-1979 while a significant warming trend was furthermore observed for the period after the 1977-1979 where Kigali, the Capital of Rwanda, presented the highest values of the slope (0.0455/year) with high value of coefficient of determination (R2 = 0.6798), the Kendall’s tau statistic (M-K = 0.62), the Kendall Score (S = 328) with a two-sided p-value far less than the confidence level α of 5%). This is most likely explained by the growing population and increasing urbanization and industrialization the country has experienced, especially the Capital City Kigali, during the last decades.
机译:气候变化和全球变暖被公认为当今世界正在面临的最重大的环境困境。最近的研究表明,随着水文循环的变化,在20世纪,地球的地表气温已升高0.6°C-0.8°C。这已经引起了国际社会的关注,并引起了气候科学家的极大兴趣,导致开展了各种规模的气候趋势检测研究。本文研究了卢旺达近地面气温的长期变化。从卢旺达国家气象局收集了1958年至2010年期间五个气象站的近地表气温数据的时间序列。研究了年平均温度时间序列的变化和趋势。累积总和图(CUSUM)和自举以及Mann Kendall秩统计的顺序版本用于检测突变。对趋势进行了回归分析,并使用了Mann-Kendall秩统计检验来检验其重要性。已检测到统计上显着的突然变化和趋势。年平均温度的主要变化点发生在1977-1979年左右。对所有天文台的年平均温度的分析表明,从1958年到1977-1979年期间,所有天文台的降温趋势不是很明显,而在1977-1979年之后的卢旺达首都基加利,还观察到了明显的变暖趋势。 ,以最高的确定系数(R2 = 0.6798),Kendall的tau统计量(MK = 0.62),Kendall得分(S = 328)和高低的确定系数表示斜率的最大值(0.0455 /年) -值远小于5%的置信度α)。这最有可能是由于该国在过去几十年中经历的人口增长以及城市化和工业化程度的提高,特别是首都基加利。

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