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利用生态位建模推断墨西哥韦拉克鲁斯州蛇咬伤的潜在风险区域。

The use of ecological niche modeling to infer potential risk areas of snakebite in the Mexican state of Veracruz.

作者信息

Yañez-Arenas Carlos, Peterson A Townsend, Mokondoko Pierre, Rojas-Soto Octavio, Martínez-Meyer Enrique

机构信息

Biodiversity Institute, University of Kansas, Lawrence, Kansas, United States of America.

División de Posgrado, Instituto de Ecología A.C., Xalapa, Veracruz, México.

出版信息

PLoS One. 2014 Jun 25;9(6):e100957. doi: 10.1371/journal.pone.0100957. eCollection 2014.

Abstract

BACKGROUND

Many authors have claimed that snakebite risk is associated with human population density, human activities, and snake behavior. Here we analyzed whether environmental suitability of vipers can be used as an indicator of snakebite risk. We tested several hypotheses to explain snakebite incidence, through the construction of models incorporating both environmental suitability and socioeconomic variables in Veracruz, Mexico.

METHODOLOGY/PRINCIPAL FINDINGS: Ecological niche modeling (ENM) was used to estimate potential geographic and ecological distributions of nine viper species' in Veracruz. We calculated the distance to the species' niche centroid (DNC); this distance may be associated with a prediction of abundance. We found significant inverse relationships between snakebites and DNCs of common vipers (Crotalus simus and Bothrops asper), explaining respectively 15% and almost 35% of variation in snakebite incidence. Additionally, DNCs for these two vipers, in combination with marginalization of human populations, accounted for 76% of variation in incidence.

CONCLUSIONS/SIGNIFICANCE: Our results suggest that niche modeling and niche-centroid distance approaches can be used to mapping distributions of environmental suitability for venomous snakes; combining this ecological information with socioeconomic factors may help with inferring potential risk areas for snakebites, since hospital data are often biased (especially when incidences are low).

摘要

背景

许多作者声称,蛇咬伤风险与人口密度、人类活动及蛇的行为有关。在此,我们分析了蝰蛇的环境适宜性是否可作为蛇咬伤风险的一个指标。我们通过构建包含墨西哥韦拉克鲁斯州环境适宜性和社会经济变量的模型,检验了几个假说来解释蛇咬伤发生率。

方法/主要发现:生态位建模(ENM)用于估计韦拉克鲁斯州9种蝰蛇的潜在地理和生态分布。我们计算了到物种生态位质心的距离(DNC);这一距离可能与丰度预测相关。我们发现普通蝰蛇(中美响尾蛇和矛头蝮)的蛇咬伤与DNC之间存在显著的负相关关系,分别解释了蛇咬伤发生率变异的15%和近35%。此外,这两种蝰蛇的DNC,结合人口边缘化情况,解释了发生率变异的76%。

结论/意义:我们的结果表明,生态位建模和生态位质心距离方法可用于绘制毒蛇环境适宜性分布;将这种生态信息与社会经济因素相结合,可能有助于推断蛇咬伤的潜在风险区域,因为医院数据往往存在偏差(尤其是在发生率较低时)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2409/4071012/0b3ac25fd755/pone.0100957.g001.jpg

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