State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, China.
University of Chinese Academy of Sciences, Beijing 100049, China.
Int J Environ Res Public Health. 2018 Jan 23;15(2):187. doi: 10.3390/ijerph15020187.
Both the number of cases of dengue fever and the areas of outbreaks within Nepal have increased significantly in recent years. Further expansion and range shift is expected in the future due to global climate change and other associated factors. However, due to limited spatially-explicit research in Nepal, there is poor understanding about the present spatial distribution patterns of dengue risk areas and the potential range shift due to future climate change. In this context, it is crucial to assess and map dengue fever risk areas in Nepal. Here, we used reported dengue cases and a set of bioclimatic variables on the MaxEnt ecological niche modeling approach to model the climatic niche and map present and future (2050s and 2070s) climatically suitable areas under different representative concentration pathways (RCP2.6, RCP6.0 and RCP8.5). Simulation-based estimates suggest that climatically suitable areas for dengue fever are presently distributed throughout the lowland Tarai from east to west and in river valleys at lower elevations. Under the different climate change scenarios, these areas will be slightly shifted towards higher elevation with varied magnitude and spatial patterns. Population exposed to climatically suitable areas of dengue fever in Nepal is anticipated to further increase in both 2050s and 2070s on all the assumed emission scenarios. These findings could be instrumental to plan and execute the strategic interventions for controlling dengue fever in Nepal.
近年来,尼泊尔登革热病例数和暴发地区都显著增加。由于全球气候变化和其他相关因素,未来预计还会进一步扩张和转移范围。然而,由于尼泊尔的空间明确研究有限,因此对当前登革热风险地区的空间分布模式以及未来气候变化可能导致的潜在范围转移的了解不足。在这种情况下,评估和绘制尼泊尔登革热风险地区至关重要。在这里,我们使用报告的登革热病例和一组生物气候变量,通过最大熵生态位建模方法来模拟气候位,并绘制目前和未来(2050 年代和 2070 年代)不同代表性浓度路径(RCP2.6、RCP6.0 和 RCP8.5)下气候适宜区。基于模拟的估计表明,目前登革热的气候适宜区分布在从东到西的低地塔雷地区和较低海拔的河谷。在不同的气候变化情景下,这些地区将略微向更高的海拔转移,幅度和空间模式各不相同。尼泊尔人口暴露于登革热气候适宜区的比例预计将在所有假设的排放情景下,在 2050 年代和 2070 年代进一步增加。这些发现可以为尼泊尔规划和执行控制登革热的战略干预措施提供帮助。