夏季季风季节西非出现干旱和潮湿天气的可能性

J. Basse, M. Camara, I. Diba, A. Diedhiou
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引用次数: 1

摘要

这项工作旨在利用一阶马尔可夫链方法表征西非季风季节(6月至10月)单次或连续干湿日的条件概率。结果表明,在降雨量最大的地区(山区),出现一次湿日(PW)、一次湿日后再一次湿日(PWW)和一次湿日后再一次干日(PDW)的概率更大。相比之下,在降水较多的地区,出现干旱日(PD)、干旱后再出现潮湿日(PWD)和干旱后再出现干旱日(PDD)的概率较低。在萨赫勒西部地区和萨赫勒中部地区,PWW (PDD)的季节周期与PW (PD)的季节周期一致。在年际尺度上,MK检验结果表明,萨赫勒西部和中部地区的PW和PDW (PD和PDD)呈显著的增加(减少)趋势。此外,较短的干旱期(3天)仅在萨赫勒西部显示出统计上显著的减少趋势。较长的干旱期(5、7和10天)在萨赫勒西部和中部显示出统计上显著的下降趋势。除西萨赫勒地区10天的雨季外,所有子域的雨季概率均呈现不显著的下降趋势。了解这些可能性将有助于制定西非国家水资源管理和农业决策的有效战略。关键词:马尔可夫链,降雨,发生,湿期,干期,西非。
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Probability of dry and wet spells over West Africa during the summer monsoon season
This work aims at characterizing the conditional probability of single or consecutive dry and wet days in West Africa using the first-order Markov chain approach during the monsoon season (June to October). The results show that the probabilities of having a wet day (PW), a wet day preceded by another wet day (PWW) and a wet day preceded by a dry day (PDW) are stronger in regions where the rainfall is maximum (mountain regions). In contrast, the probabilities of having a dry day (PD), a dry day preceded by a wet day (PWD) and a dry day preceded by another dry day (PDD) are lower in the regions with higher precipitation. The seasonal cycle of PWW (PDD) is consistent with that of PW (PD), respectively in Western Sahel and Central Sahel regions. At the interannual timescale, MK test results show that PW and PDW (PD and PDD) exhibit statistically significant increasing (decreasing) trends the Western Sahel and the Central Sahel. Besides, the shorter dry spells (3 days) show statistically significant decreasing trends only in the Western Sahel. The longer dry spells (5, 7 and 10 days) show statistically significant downward trends over the Western and Central Sahel. Wet spells probabilities show non-significant decreasing trends in all sub-domains, except in the Western Sahel for the 10 days spells. Knowledge of theses probabilities will contribute to develop efficient strategies for water resources management and agricultural decision making in West African countries. Key words: Markov chain, rainfall, occurrence, wet spell, dry spell, West Africa.
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Scientific Research and Essays
Scientific Research and Essays 综合性期刊-综合性期刊
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审稿时长
3.3 months
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