疟疾
气候变化
按蚊
生态学
地理
中华按蚊
载体(分子生物学)
代表性浓度途径
中国
生态系统
归一化差异植被指数
分布(数学)
环境科学
环境保护
生物
气候模式
重组DNA
数学分析
数学
考古
基因
免疫学
生物化学
作者
Mengshi Yan,W. Shan,Tao Zhang,Xinyao Li,Lili Wang,Xuwen Tian,Jiankai Zeng,Jianhua Xiao,Haoran Wang
摘要
Abstract BACKGROUND Malaria, transmitted by Anopheles mosquitoes, remains a major global health threat. While China achieved malaria‐free certification in 2021, the country remains vulnerable to imported cases, a risk exacerbated by climate change and human activities. Accurate predictions of malaria vector distributions are essential for effective prevention and management. RESULTS We employed the Bayesian additive regression trees (BART) model to assess the current distribution of Anopheles sinensis and Anopheles lesteri in China, incorporating recent occurrence data alongside climatic, soil, human activity, and vegetation variables. The model projected future distribution patterns under three Shared Socioeconomic Pathways (SSP126, SSP245, SSP585) for the periods 2041–2060, 2061–2080, and 2081–2100. An. sinensis is currently widespread in southern, eastern, and central China, primarily influenced by the human footprint and precipitation during the driest month. An. lesteri is more confined to southern and central regions, largely shaped by the normalized difference vegetation index (NDVI) and human footprint. Both species are projected to shift northward under future climate scenarios. By 2081–2100, under the high‐emission SSP585 scenario, the potential suitability of An. sinensis is expected to decline by 5.59%, while An. lesteri 's suitability is projected to increase by 61.32%. CONCLUSION Our findings suggest An. lesteri is more resilient to climate change than An. sinensis , with a greater potential for northern expansion. The complex interplay of environmental factors underscores the need for integrated vector management strategies. Adopting a One Health framework – recognizing the interconnected health of humans, animals, and ecosystems – is essential for maintaining China's malaria‐free status and preventing the re‐establishment of malaria transmission. © 2025 Society of Chemical Industry.
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