State transition detection in the spatio-temporal incidence of malaria

被引:7
作者
Grillet, Maria-Eugenia [1 ]
Jordan, Geraldine J. [2 ,3 ]
Fortin, Marie-Josee [4 ]
机构
[1] Univ Cent Venezuela, Fac Ciencias, Lab Biol Vectores, Inst Zool & Ecol Trop, Caracas 1041A, Venezuela
[2] Mt Allison Univ, Dept Geog & Environm, Sackville, NB E4L 1A7, Canada
[3] Trinity Western Univ, Geog Program, Langley, BC V2Y 1Y1, Canada
[4] Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON M5S 3G5, Canada
关键词
Spatial boundary; Epidemic wave; Malaria persistence; Heterogeneity; Population size;
D O I
10.1016/j.sste.2010.09.007
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Mosquito-borne disease spread might exhibit irregular epidemic fronts caused by ecological heterogeneity in the risk factors. To determine Plasmodium vivax infection spread in north-eastern Venezuela, we used the State Transition Index (STI) to detect the spatial locations of malaria incidence boundaries and their dynamics over time. Then, we evaluated the role of population size on disease persistence. Boundary locations of malaria were found to be highly spatially variable. Waves of infection were observed in the spatial mosaics of large and small nearby localities due to a strong asynchrony in the epidemic dynamics between both host populations. Our results suggest that the epidemic spatial diffusion follows a hierarchy from large, populated villages (with few or no seasonal parasite fadeouts) to smaller, less populated localities, where infection outbreak was irregular or disease dynamics showed frequent fadeouts. Our findings stress the importance of malaria surveillance and control in these larger communities. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:251 / 259
页数:9
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