Variability, cycles, and trends of mean air temperature north of Colombia

Atmósfera Pub Date : 2023-12-07 DOI:10.20937/atm.53265
Andrea Patricia Manrique-Cantillo, E. Morales-Acuña, Jean R. Linero-Cueto
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Abstract

Climate variability is of global interest due to its socioeconomic and environmental effects on the world’s population. In Colombia, temperature changes affect food security, especially for the most vulnerable people in the Caribbean region. We analyzed monthly air temperature in northeastern Colombia (Cesar, La Guajira, and Magdalena departments). We reconstructed time series with missing data using nonlinear principal component analysis. Subsequently, temporal variability, associations with events of climatic variability, and temporal trends were evaluated. Periodicity analyses indicate the dominance of annual variability, although statistically significant associations with periods between 3 and 7 years show the influence of El Niño-Southern Oscillation (ENSO) events. The Spearman correlation coefficient with N = 360 and 95% significance shows a better association with the Multivariate ENSO Index (rsp mean = 0.38) and the Southern Oscillation Index (rsp mean = –0.32). The multi-year monthly analysis shows positive trends, with maximum values between March (1.04 ºC month–1), and June (1.07 ºC month–1) in the valley of the Cesar department, and a minimum in March, at the northernmost La Guajira (0.2 ºC month–1).
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哥伦比亚北部平均气温的变化、周期和趋势
气候变率因其对世界人口的社会经济和环境影响而引起全球关注。在哥伦比亚,气温变化影响粮食安全,特别是对加勒比地区最脆弱的人群。我们分析了哥伦比亚东北部(塞萨尔、瓜希拉和马格达莱纳省)的月气温。利用非线性主成分分析方法重构了缺失数据的时间序列。随后,对时间变率、与气候变率事件的关联以及时间趋势进行了评估。周期性分析表明年变率占主导地位,尽管统计上与3至7年周期之间的显著关联表明El Niño-Southern涛动(ENSO)事件的影响。Spearman相关系数(N = 360, 95%显著性)与多元ENSO指数(rsp均值= 0.38)和南方涛动指数(rsp均值= -0.32)有较好的相关性。多年逐月分析显示,塞萨尔省谷地3月(1.04℃)至6月(1.07℃)间气温最高,最北端瓜希拉省3月气温最低(0.2℃)。
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