跳蚤
鼠疫(疾病)
鼠疫耶尔森菌
地理
人口
人口密度
索引(排版)
啮齿动物
生物
生态学
人口学
考古
社会学
万维网
基因
毒力
生物化学
计算机科学
作者
Lu Zhang,Zihao Wang,Nan Chang,Meng Shang,Xiaohui Wei,Ke Li,Jinyu Li,Xinchang Lun,Haoqiang Ji,Qiyong Liu
标识
DOI:10.1016/j.bsheal.2024.07.004
摘要
Climatic factors are closely associated with the occurrence of vector-borne diseases, and they also influence the distribution of vectors. The occurrence of plague is closely related to the population dynamics of fleas and their host animals, as well as climatic conditions. This study focuses on Xilingol League, utilizing climatic and flea index data from 2012 to 2021. Spearman correlation and "Boruta" importance analysis are conducted to screen for climatic variables. A generalized additive model (GAM) is employed to investigate the influence of climatic factors and rodent density on the flea index. GAM analysis reveals distinct trends in flea index among different rodent hosts. For Meriones unguiculatus, the flea index declines with increased density and with higher humidity, yet rises with greater lagged sunshine duration. For Spermophilus dauricus, an initial increase in flea index with density is observed, followed by a decrease, and a rise in the index is noted when ground temperatures are low. This study reveals the nonlinear interactions and lag effects among climatic factors, density, and flea index. Climatic factors and density variably influence the flea index of two Yersinia pestis hosts. This research advances the prediction and early warning efforts for plague control, providing a theoretical basis for rodent and flea eradication strategies.
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