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建模和绘制摩洛哥虫媒病毒载体的栖息地适宜性和潜在分布。

Modeling and mapping the habitat suitability and the potential distribution of Arboviruses vectors in Morocco.

机构信息

Laboratory of Microbiology and Virology, Department of Medical Biology, Faculty of Medicine and Pharmacy, Cadi Ayyad University, PO Box 7010, 40000 Marrakech, Morocco.

ISPITS-Higher Institute of Nursing and Health Technology, 40000 Marrakech, Morocco - Ecology and the Environment Laboratory L2E (URAC 32, CNRST ERACNERS 06), Faculty of Sciences Semlalia, Cadi Ayyad University, 2390-40080 Marrakech, Morocco.

出版信息

Parasite. 2021;28:37. doi: 10.1051/parasite/2021030. Epub 2021 Apr 14.

Abstract

Mosquitoes transmit several agents of diseases and the presence of different species represents a threat to animal and public health. Aedes and Culex mosquitoes are of particular concern giving their potential vector competence for Arbovirus transmission. In Morocco, the lack of detailed information related to their spatial distribution raises major concerns and hampers effective vector surveillance and control. Using maximum entropy (Maxent) modeling, we generated prediction models for the potential distribution of Arboviruses vectors (Aedes aegypti, Ae. vexans, Ae. caspius, Ae. detritus, and Culex pipiens) in Morocco, under current climatic conditions. Also, we investigated the habitat suitability for the potential occurrence and establishment of Ae. albopictus and Ae. vittatus recorded only once in the country. Prediction models for these last two species were generated considering occurrence datasets from close countries of the Mediterranean Basin, where Ae. albopictus is well established, and from a worldwide database for the case of Ae. vittatus (model transferability). With the exception of Ae. vittatus, the results identify potential habitat suitability in Morocco for all mosquitos considered. Existing areas with maximum risk of establishment and high potential distribution were mainly located in the northwestern and central parts of Morocco. Our results essentially underline the assumption that Ae. albopictus, if not quickly controlled, might find suitable habitats and has the potential to become established, especially in the northwest of the country. These findings may help to better understand the potential distribution of each species and enhance surveillance efforts in areas identified as high risk.

摘要

蚊子传播多种疾病病原体,不同物种的存在对动物和公共卫生构成威胁。埃及伊蚊和致倦库蚊因其可能传播虫媒病毒而受到特别关注。在摩洛哥,缺乏有关其空间分布的详细信息引起了重大关注,并阻碍了有效的病媒监测和控制。我们使用最大熵(Maxent)模型,根据当前气候条件,为摩洛哥的虫媒病毒(埃及伊蚊、Ae.vexans、Ae. caspius、Ae. detritus 和 Culex pipiens)潜在分布生成预测模型。此外,我们还研究了潜在发生和建立记录在案的白纹伊蚊和埃及斑蚊的生境适宜性,这两种蚊种仅在该国出现过一次。考虑到在地中海盆地的临近国家中埃及伊蚊已广泛存在的情况下,以及在全球范围内为埃及斑蚊建立的数据库中(模型可转移性),为这两个最后物种生成了预测模型。除了埃及斑蚊外,结果确定了摩洛哥所有考虑的蚊子的潜在生境适宜性。存在最大建立风险和高潜在分布的现有区域主要位于摩洛哥的西北部和中部。我们的研究结果实质上强调了这样一个假设,即如果埃及伊蚊不被迅速控制,它可能会找到适宜的栖息地并具有建立种群的潜力,尤其是在该国的西北部。这些发现有助于更好地了解每个物种的潜在分布,并加强在确定为高风险的地区的监测工作。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64ab/8051322/adc632d15aed/parasite-28-37-fig1.jpg

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