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An analysis of the influence of the local effects of climatic and hydrological factors affecting new malaria cases in riverine areas along the Rio Negro and surrounding Puraquequara Lake, Amazonas, Brazil

机译:分析气候和水文因素对巴西里约内格罗河沿岸地区及普拉亚夸夸拉湖及其周边河沿地区新增疟疾病例的局部影响的影响

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摘要

A study was conducted at three sampling regions along the Rio Negro and surrounding Puraquequara Lake, Amazonas, Brazil. The aim was to determine the influence of the local effects of climatic and hydrological variables on new malaria cases. Data was gathered on the river level, precipitation, air temperature, and the number of new cases of autochthonous malaria between January 2003 and December 2013. Monthly averages, time series decompositions, cross-correlations, and multiple regressions revealed different relationships at each location. The sampling region in the upper Rio Negro indicated no statistically significant results. However, monthly averages suggest that precipitation and air temperature correlate positively with the occurrence of new cases of malaria. In the mid Rio Negro and Puraquequara Lake, the river level positively correlated, and temperature negatively correlated with new transmissions, while precipitation correlated negatively in the mid Rio Negro and positively on the lake. Overall, the river level is a key variable affecting the formation of breeding sites, while precipitation may either develop or damage them. A negative temperature correlation is associated with the occurrence of new annual post-peak cases of malaria, when the monthly average exceeds 28.5 degrees C. This suggests that several factors contribute to the occurrence of new malaria cases as higher temperatures are reached at the same time as precipitation and the river levels are lowest. Differences between signals and correlation lags indicate that local characteristics have an impact on how different variables influence the disease vector's life cycle, pathogens, and consequently, new cases of malaria.
机译:在巴西里约热内卢和巴西亚马逊州普拉克拉夸拉湖周围的三个采样区域进行了一项研究。目的是确定气候和水文变量的局部影响对新的疟疾病例的影响。在2003年1月至2013年12月期间,收集了有关河流水位,降水量,气温和新发的本地性疟疾病例的数据。月平均值,时间序列分解,互相关和多重回归揭示了每个位置的不同关系。里约内格罗河上游的采样区没有显示出统计学上的显着结果。但是,月平均数表明,降水和气温与疟疾新病例的发生呈正相关。在Rio Negro中部和Puraquequara湖中,河平面与新的传输呈正相关,而温度与负相关,在Rio Negro中部和湖泊中,降水呈负相关。总体而言,河流水位是影响繁殖地点形成的关键变量,而降水可能发展或破坏它们。当每月平均温度超过28.5摄氏度时,温度负相关与每年的新高峰后疟疾的发生有关。这表明随着同时达到更高的温度,一些因素促成新疟疾病例的发生因为降水和河流水位最低。信号和相关滞后之间的差异表明,局部特征会影响不同变量如何影响疾病媒介的生命周期,病原体,进而影响新的疟疾病例。

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