Environmental Health and Ecological Sciences Department, Ifakara Health Institute, P. O. Box 53, Ifakara, Tanzania.
School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK.
Parasit Vectors. 2024 Jan 29;17(1):38. doi: 10.1186/s13071-024-06119-6.
Anopheles funestus is a major malaria vector in Eastern and Southern Africa and is currently the dominant malaria-transmitting vector in many parts of Tanzania. Previous research has identified its preference for specific aquatic habitats, especially those that persist in dry months. This observation suggests the potential for targeted control through precise habitat mapping and characterization. In this study, we investigated the influence of habitat characteristics, land cover and human population densities on An. funestus distribution during dry seasons. Based on the results, we developed a habitat suitability model for this vector species in south-eastern Tanzania.
Eighteen villages in south-eastern Tanzania were surveyed during the dry season from September-December 2021. Water bodies were systematically inspected for mosquito larvae and characterized by their physico-chemical characteristics and surrounding environmental features. A generalized linear model was used to assess the presence of An. funestus larvae as a function of the physico-chemical characteristics, land use and human population densities. The results obtained from this model were used to generate spatially explicit predictions of habitat suitability in the study districts.
Of the 1466 aquatic habitats surveyed, 440 were positive for An. funestus, with river streams having the highest positivity (74%; n = 322) followed by ground pools (15%; n = 67). The final model had an 83% accuracy in predicting positive An. funestus habitats, with the most important characteristics being permanent waters, clear waters with or without vegetation or movement and shading over the habitats. There was also a positive association of An. funestus presence with forested areas and a negative association with built-up areas. Human population densities had no influence on An. funestus distribution.
The results of this study underscore the crucial role of both the specific habitat characteristics and key environmental factors, notably land cover, in the distribution of An. funestus. In this study area, An. funestus predominantly inhabits river streams and ground pools, with a preference for clear, perennial waters with shading. The strong positive association with more pristine environments with tree covers and the negative association with built-up areas underscore the importance of ecological transitions in vector distribution and malaria transmission risk. Such spatially explicit predictions could enable more precise interventions, particularly larval source management, to accelerate malaria control.
致倦库蚊是东非和南非的主要疟疾传播媒介,目前也是坦桑尼亚许多地区主要的疟疾传播媒介。先前的研究已经确定了它对特定水生栖息地的偏好,特别是那些在旱季持续存在的栖息地。这一观察结果表明,通过精确的栖息地测绘和特征描述,可以进行有针对性的控制。本研究调查了在旱季,生境特征、土地利用和人口密度对致倦库蚊分布的影响。在此基础上,我们在坦桑尼亚东南部开发了一种该蚊种的栖息地适宜性模型。
2021 年 9 月至 12 月,在坦桑尼亚东南部的 18 个村庄进行了调查。对水体进行了系统的蚊幼虫检查,并对其理化特性和周围环境特征进行了描述。使用广义线性模型来评估致倦库蚊幼虫的存在情况,作为理化特性、土地利用和人口密度的函数。从该模型中获得的结果用于生成研究地区的栖息地适宜性的空间显式预测。
在所调查的 1466 个水生栖息地中,有 440 个含有致倦库蚊幼虫,其中河流溪流的阳性率最高(74%;n=322),其次是池塘(15%;n=67)。最终模型预测致倦库蚊阳性栖息地的准确率为 83%,最重要的特征是永久性水体、有或没有植被或运动的清澈水体以及栖息地的遮蔽。致倦库蚊的存在与森林地区呈正相关,与建成区呈负相关。人口密度对致倦库蚊的分布没有影响。
本研究结果强调了特定生境特征和关键环境因素,特别是土地利用,在致倦库蚊分布中的重要作用。在本研究区域,致倦库蚊主要栖息在河流溪流和池塘中,喜欢清澈、常年有水且有遮蔽的水体。与更原始的环境、有树木覆盖的地方呈强烈正相关,与建成区呈负相关,这突出了生态过渡在媒介分布和疟疾传播风险中的重要性。这种空间显式预测可以实现更精确的干预,特别是幼虫源管理,以加速疟疾控制。