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尼日利亚的气候指数、降雨开始与结束以及疟疾

Climate indices, rainfall onset and retreat, and malaria in Nigeria.

作者信息

Thomson A J

机构信息

Adaptive Knowledge Management, Victoria, BC, Canada.

出版信息

J Vector Borne Dis. 2010 Dec;47(4):193-203.

Abstract

BACKGROUND & OBJECTIVES: Rainfall in western sub-Saharan Africa is related to seasonal shifts of the Inter-tropical Convergence Zone, which moves northward early in the year, retreating in the second half of the year. The objective of the present study was to determine significant relationships between onset and retreat timing and climate indices. The relationship between timing and malaria case reporting was then evaluated.

METHODS

Relationships between published rainfall onset and retreat dates for Nigeria from 1971- 2000 were evaluated in relation to pairs of climate indices using response surface analysis. Graphical representation of the response surface in relation to the underlying data was used to identify instances of overfitting. Association of onset and retreat timing with published case reporting records was evaluated using graphical and correlation analysis.

RESULTS

Onset timing and rate of advance were related to ENSO (El Niño-Southern Oscillation), in combination with the Northern Annular Mode (NAM), while retreat timing was related to NAO (North Atlantic Oscillation), in combination with the East Pacific (EP) or West Pacific (WP) index, depending on location. Later onset was associated with faster northward progression of onset. Retreat date at Kano, the most northerly of the study locations, increased over the period 1990-2000, with higher case reporting for Nigeria as a whole being associated with the last three years of that period.

INTERPRETATION AND CONCLUSION

Rainfall retreat occurs much faster than onset, with onset and retreat timing and rate of onset advance being related to combinations of climate indices rather than to a single index. Threshold for determining a "rainy" day would influence results. The increase in national case reporting with delayed retreat at Kano may be related to the extension of the short transmission period in the north.

摘要

背景与目的

撒哈拉以南非洲西部地区的降雨与热带辐合带的季节性移动有关,该辐合带在年初向北移动,在下半年则南撤。本研究的目的是确定开始和撤退时间与气候指数之间的显著关系。然后评估了这些时间与疟疾病例报告之间的关系。

方法

使用响应面分析,评估了1971年至2000年尼日利亚公布的降雨开始和撤退日期与成对气候指数之间的关系。利用响应面相对于基础数据的图形表示来识别过度拟合的情况。使用图形和相关性分析评估开始和撤退时间与公布的病例报告记录之间的关联。

结果

开始时间和推进速度与厄尔尼诺-南方涛动(ENSO)有关,并与北半球环状模(NAM)相结合,而撤退时间则与北大西洋涛动(NAO)有关,并与东太平洋(EP)或西太平洋(WP)指数相结合,具体取决于位置。开始时间较晚与开始时向北推进速度较快有关。研究地点中最靠北的卡诺的撤退日期在1990年至2000年期间有所增加,尼日利亚全国较高的病例报告与该时期的最后三年有关。

解读与结论

降雨撤退比开始快得多,开始和撤退时间以及开始推进速度与气候指数的组合有关,而不是与单个指数有关。确定“降雨”日的阈值会影响结果。卡诺撤退延迟导致全国病例报告增加可能与北方短传播期的延长有关。

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