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Impact of climate variability on the transmission risk of malaria in northern Côte d'Ivoire

机译:气候变化对科特迪瓦北部疟疾传播风险的影响

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摘要

Since the 1970s, the northern part of Côte d'Ivoire has experienced considerable fluctuation in its meteorology including a general decrease of rainfall and increase of temperature from 1970 to 2000, a slight increase of rainfall since 2000, a severe drought in 2004–2005 and flooding in 2006–2007. Such changing climate patterns might affect the transmission of malaria. The purpose of this study was to analyze climate and environmental parameters associated with malaria transmission in Korhogo, a city in northern Côte d’Ivoire. All data were collected over a 10-year period (2004–2013). Rainfall, temperature and Normalized Difference Vegetation Index (NDVI) were the climate and environmental variables considered. Association between these variables and clinical malaria data was determined, using negative binomial regression models. From 2004 to 2013, there was an increase in the annual average precipitation (1100.3–1376.5 mm) and the average temperature (27.2°C—27.5°C). The NDVI decreased from 0.42 to 0.40. We observed a strong seasonality in these climatic variables, which resembled the seasonality in clinical malaria. An incremental increase of 10 mm of monthly precipitation was, on average, associated with a 1% (95% Confidence interval (CI): 0.7 to 1.2%) and a 1.2% (95% CI: 0.9 to 1.5%) increase in the number of clinical malaria episodes one and two months later respectively. A 1°C increase in average monthly temperature was, on average, associated with a decline of a 3.5% (95% CI: 0.1 to 6.7%) in clinical malaria episodes. A 0.1 unit increase in monthly NDVI was associated with a 7.3% (95% CI: 0.8 to 14.1%) increase in the monthly malaria count. There was a similar increase for the preceding-month lag (6.7% (95% CI: 2.3% to 11.2%)). The study results can be used to establish a malaria early warning system in Korhogo to prepare for outbreaks of malaria, which would increase community resilience no matter the magnitude and pattern of climate change.
机译:自1970年代以来,科特迪瓦北部的气象学经历了很大的波动,其中包括1970年至2000年的降雨量普遍减少和温度升高,2000年以来的降雨量略有增加,2004-2005年的严重干旱以及2006-2007年洪水泛滥。这种变化的气候模式可能会影响疟疾的传播。这项研究的目的是分析科特迪瓦北部城市科霍戈与疟疾传播相关的气候和环境参数。所有数据都是在10年期间(2004-2013年)收集的。降雨,温度和归一化植被指数(NDVI)是考虑的气候和环境变量。使用负二项式回归模型确定了这些变量与临床疟疾数据之间的关联。从2004年到2013年,年平均降水量(1100.3–1376.5 mm)和平均温度(27.2°C–27.5°C)有所增加。 NDVI从0.42降至0.40。我们在这些气候变量中观察到强烈的季节性变化,类似于临床疟疾的季节性变化。平均而言,每月降水量增加10 mm会导致1%(95%置信区间(CI):0.7至1.2%)和1.2%(95%CI:0.9至1.5%)的增加。一个月和两个月后的临床疟疾发作次数。平均每月平均温度升高1°C会导致临床疟疾发病率下降3.5%(95%CI:0.1至6.7%)。每月NDVI增加0.1个单位,则每月疟疾计数增加7.3%(95%CI:0.8至14.1%)。前一个月的延迟也有类似的增长(6.7%(95%CI:2.3%至11.2%))。该研究结果可用于在科霍戈(Korhogo)建立疟疾预警系统,为疟疾暴发做准备,无论气候变化的程度和模式如何,这都会增强社区的适应力。

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