Investigating the Impact of Irrigation on Malaria Vector Larval Habitats and Transmission Using a Hydrology-Based Model

IF 4.3 2区 医学 Q2 ENVIRONMENTAL SCIENCES Geohealth Pub Date : 2023-12-10 DOI:10.1029/2023GH000868
Ai-Ling Jiang, Ming-Chieh Lee, Prashanth Selvaraj, Teshome Degefa, Hallelujah Getachew, Hailu Merga, Delenasaw Yewhalaw, Guiyun Yan, Kuolin Hsu
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Abstract

A combination of accelerated population growth and severe droughts has created pressure on food security and driven the development of irrigation schemes across sub-Saharan Africa. Irrigation has been associated with increased malaria risk, but risk prediction remains difficult due to the heterogeneity of irrigation and the environment. While investigating transmission dynamics is helpful, malaria models cannot be applied directly in irrigated regions as they typically rely only on rainfall as a source of water to quantify larval habitats. By coupling a hydrologic model with an agent-based malaria model for a sugarcane plantation site in Arjo, Ethiopia, we demonstrated how incorporating hydrologic processes to estimate larval habitats can affect malaria transmission. Using the coupled model, we then examined the impact of an existing irrigation scheme on malaria transmission dynamics. The inclusion of hydrologic processes increased the variability of larval habitat area by around two-fold and resulted in reduction in malaria transmission by 60%. In addition, irrigation increased all habitat types in the dry season by up to 7.4 times. It converted temporary and semi-permanent habitats to permanent habitats during the rainy season, which grew by about 24%. Consequently, malaria transmission was sustained all-year round and intensified during the main transmission season, with the peak shifted forward by around 1 month. Lastly, we evaluated the spatiotemporal distribution of adult vectors under the effect of irrigation by resolving habitat heterogeneity. These findings could help larval source management by identifying transmission hotspots and prioritizing resources for malaria elimination planning.

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利用基于水文的模型调查灌溉对疟疾病媒幼虫栖息地和传播的影响
人口加速增长和严重干旱共同对粮食安全造成了压力,并推动了撒哈拉以南非洲地区灌溉计划的发展。灌溉与疟疾风险增加有关,但由于灌溉和环境的异质性,风险预测仍然困难重重。虽然调查传播动态很有帮助,但疟疾模型不能直接应用于灌溉地区,因为它们通常只能依靠降雨作为水源来量化幼虫栖息地。通过将水文模型与埃塞俄比亚阿尔乔甘蔗种植园的代理疟疾模型相结合,我们展示了结合水文过程来估计幼虫栖息地如何影响疟疾传播。利用该耦合模型,我们考察了现有灌溉计划对疟疾传播动态的影响。加入水文过程后,幼虫栖息地面积的变化增加了约两倍,疟疾传播率降低了 60%。此外,灌溉使旱季的所有栖息地类型增加了 7.4 倍。在雨季,灌溉将临时和半永久性栖息地转化为永久性栖息地,增加了约 24%。因此,疟疾传播全年持续,并在主要传播季节加剧,高峰期提前了约 1 个月。最后,我们通过解决栖息地异质性问题,评估了成虫在灌溉影响下的时空分布。这些发现有助于幼虫源管理,确定传播热点,并为消除疟疾规划确定资源的优先次序。
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来源期刊
Geohealth
Geohealth Environmental Science-Pollution
CiteScore
6.80
自引率
6.20%
发文量
124
审稿时长
19 weeks
期刊介绍: GeoHealth will publish original research, reviews, policy discussions, and commentaries that cover the growing science on the interface among the Earth, atmospheric, oceans and environmental sciences, ecology, and the agricultural and health sciences. The journal will cover a wide variety of global and local issues including the impacts of climate change on human, agricultural, and ecosystem health, air and water pollution, environmental persistence of herbicides and pesticides, radiation and health, geomedicine, and the health effects of disasters. Many of these topics and others are of critical importance in the developing world and all require bringing together leading research across multiple disciplines.
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