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气候和城市化推动了巴西适宜蜗牛生存栖息地的变化。

Climate and urbanization drive changes in the habitat suitability of competent snails in Brazil.

作者信息

Glidden Caroline K, Singleton Alyson L, Chamberlin Andrew, Tuan Roseli, Palasio Raquel G S, Caldeira Roberta Lima, Monteiro Antônio Miguel V, Lwiza Kamazima M M, Liu Ping, Silva Vivian, Athni Tejas S, Sokolow Susanne H, Mordecai Erin A, De Leo Giulio A

出版信息

bioRxiv. 2024 Jan 11:2024.01.03.574120. doi: 10.1101/2024.01.03.574120.

Abstract

Schistosomiasis is a neglected tropical disease caused by parasites. are obligate parasites of freshwater snails, so controlling snail populations is critical to reducing transmission risk. As snails are sensitive to environmental conditions, we expect their distribution is significantly impacted by global change. Here, we leveraged machine learning, remote sensing, and 30 years of snail occurrence records to map the historical and current distribution of competent throughout Brazil. We identified key features influencing the distribution of suitable habitat and determined how habitat has changed with climate and urbanization over the last three decades. Our models show that climate change has driven broad shifts in snail host range, whereas expansion of urban and peri-urban areas has driven localized increases in habitat suitability. Elucidating change in distribution - while accounting for non-linearities that are difficult to detect from local case studies - can help inform schistosomiasis control strategies.

摘要

血吸虫病是一种由寄生虫引起的被忽视的热带疾病。血吸虫是淡水螺的专性寄生虫,因此控制螺类种群对于降低传播风险至关重要。由于螺类对环境条件敏感,我们预计它们的分布会受到全球变化的显著影响。在这里,我们利用机器学习、遥感技术以及30年的螺类出现记录来绘制整个巴西适宜血吸虫宿主的历史和当前分布情况。我们确定了影响适宜栖息地分布的关键特征,并确定了在过去三十年中适宜栖息地是如何随气候和城市化而变化的。我们的模型表明,气候变化推动了螺类宿主范围的广泛变化,而城市和城郊地区的扩张则导致了局部栖息地适宜性的增加。在考虑到从局部案例研究中难以检测到的非线性因素的同时,阐明适宜血吸虫宿主分布的变化,有助于为血吸虫病控制策略提供信息。

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