首页> 美国卫生研究院文献>International Journal of Environmental Research and Public Health >Shift in Potential Malaria Transmission Areas in India Using the Fuzzy-Based Climate Suitability Malaria Transmission (FCSMT) Model under Changing Climatic Conditions
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Shift in Potential Malaria Transmission Areas in India Using the Fuzzy-Based Climate Suitability Malaria Transmission (FCSMT) Model under Changing Climatic Conditions

机译:在气候条件变化的情况下使用基于模糊的气候适应性疟疾传播(FCSMT)模型对印度潜在的疟疾传播地区进行转移

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摘要

The future implications of climate change on malaria transmission at the global level have already been reported, however such evidences are scarce and limited in India. Here our study aims to assess, identify and map the potential effects of climate change on Plasmodium vivax (Pv) and Plasmodium falciparum (Pf) malaria transmission in India. A Fuzzy-based Climate Suitability Malaria Transmission (FCSMT) model under the GIS environment was generated using Temperature and Relative Humidity data, extracted from CORDEX South Asia for Baseline (1976–2005) and RCP 4.5 scenario for future projection by the 2030s (2021–2040). National malaria data were used at the model analysis stage. Model outcomes suggest that climate change may significantly increase the spatial spread of Pv and Pf malaria with a numerical increase in the transmission window’s (TW) months, and a shift in the months of transmission. Some areas of the western Himalayan states are likely to have new foci of Pv malaria transmission. Interior parts of some southern and eastern states are likely to become more suitable for Pf malaria transmission. Study has also identified the regions with a reduction in transmission months by the 2030s, leading to unstable malaria, and having the potential for malaria outbreaks.
机译:已经报道了气候变化对全球范围内疟疾传播的未来影响,但是在印度,这种证据很少且有限。在这里,我们的研究旨在评估,识别和绘制气候变化对印度间日疟原虫(Pv)和恶性疟原虫(Pf)疟疾传播的潜在影响。使用温度和相对湿度数据生成了GIS环境下基于模糊的气候适应性疟疾传播(FCSMT)模型,该数据是从CORDEX南亚基线(1976-2005年)和RCP 4.5情景中提取的,以期在2030年代(2021- 2040)。在模型分析阶段使用了全国疟疾数据。模型结果表明,气候变化可能会显着增加Pv和Pf疟疾的空间传播,传播窗口(TW)月份的数值增加,而传播月份的数量也会发生变化。喜马拉雅州西部的某些地区可能会出现新的Pv疟疾传播中心。一些南部和东部各州的内部地区可能更适合传播Pf疟疾。研究还确定了到2030年代传播月份减少的地区,导致疟疾不稳定,并有可能爆发疟疾。

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