Composite function and Biomod2 for evaluating the influence of climate change on the distribution of Aedes aegypti and Aedes albopictus in China

利用复合函数和Biomod2模型评估气候变化对中国埃及伊蚊和白纹伊蚊分布的影响

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Abstract

Vector-borne diseases transmitted by Aedes, including dengue fever, Chikungunya fever, Zika virus, and yellow fever, represent major global public health threats. This study utilized the Biomod2 modeling framework, incorporating 19 bioclimatic variables, to simulate the current and future geographical distributions of Aedes aegypti and Aedes albopictus in China under climate change scenarios (SSP2-4.5 and SSP5-8.5). The results indicated that under future climate scenarios, highly suitable regions for both Aedes would decrease in area, while moderately suitable regions would expand. The co-presence probability analysis revealed that highly suitable regions for both species would concentrate in southern and southeastern China, with notable areas in Yunnan, Guangxi, Guangdong, and Hainan. From current to 2090s, the centroid would shift to northeast under SSP2-4.5 and SSP5-8.5. For Ae. aegypti, the most important variables were isothermality (bio3, 44.05 %), precipitation of the wettest quarter (bio16, 27.87 %), and mean temperature of the coldest quarter (bio11, 22.4 %). For Ae. albopictus, the mean temperature of the coldest quarter (bio11, 54.12 %), annual precipitation (bio12, 22.76 %), and precipitation of the coldest quarter (bio19, 13.47 %) were most significant. These findings highlight the potential impacts of climate change on the distribution dynamics of dengue vectors and provide a basis for developing targeted surveillance and control strategies to mitigate future transmission risks.

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