Centre for Atmospheric Sciences, Indian Institute of Technology Delhi, New Delhi, India.
Graphic Era Deemed to be University, Dehradun, Uttarakhand, India.
Sci Rep. 2022 May 31;12(1):9048. doi: 10.1038/s41598-022-13166-5.
Future projections of malaria transmission is made for Odisha, a highly endemic region of India, through numerical simulations using the VECTRI dynamical model. The model is forced with bias-corrected temperature and rainfall from a global climate model (CCSM4) for the baseline period 1975-2005 and for the projection periods 2020s, 2050s, and 2080s under RCP8.5 emission scenario. The temperature, rainfall, mosquito density and entomological inoculation rate (EIR), generated from the VECTRI model are evaluated with the observation and analyzed further to estimate the future malaria transmission over Odisha on a spatio-temporal scale owing to climate change. Our results reveal that the malaria transmission in Odisha as a whole during summer and winter monsoon seasons may decrease in future due to the climate change except in few districts with the high elevations and dense forest regions such as Kandhamal, Koraput, Raygada and Mayurbhanj districts where an increase in malaria transmission is found. Compared to the baseline period, mosquito density shows decrease in most districts of the south, southwest, central, north and northwest regions of Odisha in 2030s, 2050s and 2080s. An overall decrease in malaria transmission of 20-40% (reduction in EIR) is seen during the monsoon season (June-Sept) over Odisha with the increased surface temperature of 3.5-4 °C and with the increased rainfall of 20-35% by the end of the century with respect to the baseline period. Furthermore, malaria transmission is likely to reduce in future over most of the Odisha regions with the increase in future warm and cold nights temperatures.
未来,印度高度流行疟疾的奥里萨邦将通过使用 VECTRI 动力模型进行数值模拟来预测疟疾传播情况。该模型以 CCSM4 全球气候模型中的经偏差校正的温度和降雨为驱动因素,针对基准期 1975-2005 年以及 RCP8.5 排放情景下的 2020 年代、2050 年代和 2080 年代的预测期进行模拟。VECTRI 模型生成的温度、降雨、蚊子密度和昆虫接种率(EIR)与观测结果进行了评估,并进一步进行了分析,以评估气候变化对奥里萨邦未来疟疾传播的时空影响。结果表明,由于气候变化,奥里萨邦整体上在夏季和冬季季风季节的疟疾传播可能会减少,但在坎达马尔、科拉普特、雷加达和玛雅布尔等海拔较高和森林茂密的地区,疟疾传播可能会增加。与基准期相比,2030 年代、2050 年代和 2080 年代,奥里萨邦南部、西南部、中部、北部和西北部的大多数地区的蚊子密度都有所下降。到本世纪末,与基准期相比,奥里萨邦的疟疾传播整体减少了 20-40%(EIR 减少),季风季节(6 月至 9 月)的表面温度升高了 3.5-4°C,降雨量增加了 20-35%。此外,随着未来暖夜和冷夜温度的升高,奥里萨邦大部分地区的疟疾传播在未来可能会减少。