Abrhame Weldeyohannes Gilgel, Tadesse Terefe, M. Asfaw
{"title":"Assessment and Projection of Climate Change Impacts on Malaria Distribution in Ethiopia: Case of Combolcha and Debark Districts","authors":"Abrhame Weldeyohannes Gilgel, Tadesse Terefe, M. Asfaw","doi":"10.20431/2454-9444.0504003","DOIUrl":null,"url":null,"abstract":"The dynamics of Earth’s climate system have been affecting human life. Climate along with its variability and change had been observed laying impressive impacts on different socio-economic activities such as: agricultural, power generation, water supply, public health, social and political issues, (IPCC, 2015). An increase in greenhouse gases leads to increased warming of the atmosphere, ocean and the Earth’s surface. As a result, climate change become familiar in the past, present and future time, C. McSweeney et al 2006, Z. T. Segel et al 2008 & USAID 2015. Beside to this, H. F. DAIZ and R. S. BRADLEY, 1997 found evidence for appreciable differences in mean temperature changes with elevation during the last several decades. And, according to I. Rangwala & J. R. Miller, January 2012 the sensitivity of climate changes to surface elevations, is remarkable just like to the climate changes identified at a horizontal surface with fixed altitudes. Existing literature suggests that global warming or inter-annual/decadal climate variability have a direct influence on the epidemiology of vector-borne diseases. As WMO & WHO, Sept. 2015 of the Intergovernmental Panel on Climate Change (IPCC), anticipated changes in temperature and rainfall will affect the natural Abstract: Climate change has a significant impact on the environment, socio-economic as well as on public health, especially on the transmission of malaria disease. Some sources of facts display that while no precisely defined limit exists beyond which malaria will not be found, recently a malaria distribution case has been seen in high land areas of Eastern Africa (e.g. Ethiopian). In this study, we assess and predict the impact of climate change on elevation-dependent malaria distribution temporally over Combolcha and Debark districts which are high lands of Ethiopia where there was no the case in history. The method applied for assessment and projection of climate variability is statistical approach, in general. And for assessment and projection of climate driven malaria distribution, the method used was based on the intersection of the favorable climate parameters: Precipitation, Temperature and Relative Humidity with the suitable threshold values. Thus, gradual malaria expansion to higher altitudes is justified in association to climate change and variability. In the result, we determine that the change and variability in precipitation was more significant (0.64 correlation) in controlling malaria transmission than the temperature over relative lower elevation areas (Combolcha). On the reverse, the change and variability in temperature (0.53 correlation) takes the first place in controlling malaria transmission over Debark. Moreover, the result indicates that the climate change and variability allowed malaria transmission site potentially tending to elevate to the high lands of Ethiopia like Debark district, recently in 2015 and 2016. In addition, the altitude 2,800 m above mean sea level was determined to be the demarcation point-level above which the disease malaria could not existed in Debark woreda for the period (1986-2016). Again, this assessment result demonstrated malaria transmission site to reach at 2,800m while the result obtained using MARA13 malaria projection model puts the elevation at 2,500 m, for 2015. Finally, we conclude that due to the present and future climate change malaria occurred on recent-time over new places of Ethiopia, in particular over high lands of Debark district; and in future, there is an indication to malaria persist over 2,800m elevation and incident on beyond this topographical height.","PeriodicalId":93649,"journal":{"name":"International journal of scientific research in environmental science and toxicology","volume":"60 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of scientific research in environmental science and toxicology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.20431/2454-9444.0504003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
The dynamics of Earth’s climate system have been affecting human life. Climate along with its variability and change had been observed laying impressive impacts on different socio-economic activities such as: agricultural, power generation, water supply, public health, social and political issues, (IPCC, 2015). An increase in greenhouse gases leads to increased warming of the atmosphere, ocean and the Earth’s surface. As a result, climate change become familiar in the past, present and future time, C. McSweeney et al 2006, Z. T. Segel et al 2008 & USAID 2015. Beside to this, H. F. DAIZ and R. S. BRADLEY, 1997 found evidence for appreciable differences in mean temperature changes with elevation during the last several decades. And, according to I. Rangwala & J. R. Miller, January 2012 the sensitivity of climate changes to surface elevations, is remarkable just like to the climate changes identified at a horizontal surface with fixed altitudes. Existing literature suggests that global warming or inter-annual/decadal climate variability have a direct influence on the epidemiology of vector-borne diseases. As WMO & WHO, Sept. 2015 of the Intergovernmental Panel on Climate Change (IPCC), anticipated changes in temperature and rainfall will affect the natural Abstract: Climate change has a significant impact on the environment, socio-economic as well as on public health, especially on the transmission of malaria disease. Some sources of facts display that while no precisely defined limit exists beyond which malaria will not be found, recently a malaria distribution case has been seen in high land areas of Eastern Africa (e.g. Ethiopian). In this study, we assess and predict the impact of climate change on elevation-dependent malaria distribution temporally over Combolcha and Debark districts which are high lands of Ethiopia where there was no the case in history. The method applied for assessment and projection of climate variability is statistical approach, in general. And for assessment and projection of climate driven malaria distribution, the method used was based on the intersection of the favorable climate parameters: Precipitation, Temperature and Relative Humidity with the suitable threshold values. Thus, gradual malaria expansion to higher altitudes is justified in association to climate change and variability. In the result, we determine that the change and variability in precipitation was more significant (0.64 correlation) in controlling malaria transmission than the temperature over relative lower elevation areas (Combolcha). On the reverse, the change and variability in temperature (0.53 correlation) takes the first place in controlling malaria transmission over Debark. Moreover, the result indicates that the climate change and variability allowed malaria transmission site potentially tending to elevate to the high lands of Ethiopia like Debark district, recently in 2015 and 2016. In addition, the altitude 2,800 m above mean sea level was determined to be the demarcation point-level above which the disease malaria could not existed in Debark woreda for the period (1986-2016). Again, this assessment result demonstrated malaria transmission site to reach at 2,800m while the result obtained using MARA13 malaria projection model puts the elevation at 2,500 m, for 2015. Finally, we conclude that due to the present and future climate change malaria occurred on recent-time over new places of Ethiopia, in particular over high lands of Debark district; and in future, there is an indication to malaria persist over 2,800m elevation and incident on beyond this topographical height.
地球气候系统的动态变化一直在影响着人类的生活。已观察到气候及其变率和变化对不同的社会经济活动,如农业、发电、供水、公共卫生、社会和政治问题,产生了令人印象深刻的影响(IPCC, 2015年)。温室气体的增加导致大气、海洋和地球表面的升温加剧。因此,气候变化在过去、现在和未来都变得熟悉,C. McSweeney等人2006,Z. T. Segel等人2008;USAID 2015。除此之外,H. F. DAIZ和R. S. BRADLEY(1997)还发现了在过去几十年中平均温度随海拔高度变化的明显差异的证据。而且,根据I. Rangwala和J. R. Miller在2012年1月发表的报告,气候变化对地表海拔的敏感性非常显著,就像在固定海拔水平面上确定的气候变化一样。现有文献表明,全球变暖或年际/年代际气候变率对媒介传播疾病的流行病学有直接影响。作为WMO和WHO于2015年9月发布的政府间气候变化专门委员会(IPCC),预计气温和降雨的变化将对自然产生影响。摘要:气候变化对环境、社会经济以及公共卫生产生重大影响,特别是对疟疾疾病的传播。一些事实来源表明,虽然没有精确界定的界限,超过这个界限就不会发现疟疾,但最近在东非高地地区(例如埃塞俄比亚)发现了疟疾分布情况。在这项研究中,我们评估和预测了气候变化对海拔依赖性疟疾分布的影响,这些地区是埃塞俄比亚的高原地区,在历史上没有这种情况。用于评估和预估气候变率的方法一般是统计方法。对于气候驱动的疟疾分布的评估和预测,使用的方法是基于有利的气候参数:降水、温度和相对湿度与合适的阈值的交集。因此,疟疾逐渐向高海拔地区扩张与气候变化和变异有关是合理的。结果表明,在相对低海拔地区(Combolcha),降水的变化和变异在控制疟疾传播方面比温度更为显著(相关系数为0.64)。相反,温度的变化和可变性(0.53相关系数)在控制疟疾在西非的传播中起着首要作用。此外,研究结果表明,最近在2015年和2016年,气候变化和多变性使得疟疾传播地点有可能上升到埃塞俄比亚的高地,如Debark地区。此外,确定1986-2016年期间,平均海平面以上2800 m为Debark woreda不存在疟疾的分界点。同样,该评估结果显示疟疾传播点达到2800 m,而使用MARA13疟疾预测模型获得的结果显示2015年海拔为2500 m。最后,我们得出结论,由于现在和未来的气候变化,疟疾最近在埃塞俄比亚的新地方发生,特别是在Debark地区的高地;在未来,有迹象表明疟疾在海拔2800米以上持续存在,并发生在这个地形高度之外。