解读长江流域环境变化对蜗牛密度动态的影响:一项26年的研究。

IF 3 2区 医学 Q1 PARASITOLOGY
Yanfeng Gong, Shiqing Zhang, Dandan Lin, Yu Cai, Shangbiao Lv, Mao Zheng, Benjiao Hu, Xiaolan Lei, Ning Xu, Jiamin Wang, Junhui Huang, Yu Zhou, Liyun Zhu, Yue Chen, Qingwu Jiang, Shizhu Li, Yibiao Zhou
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引用次数: 0

摘要

背景:随着气候变化和人类工程活动的加剧,环境变化对传播血吸虫的蜗牛产生了影响。本研究探讨了环境变化对蜗牛种群进化的影响。方法:回顾性收集1997 - 2022年9个洼地年度蜗牛调查资料及水文、温度、植被等相关因素。可解释的机器学习和贝叶斯时空模型评估了环境变化与蜗牛密度之间的关系。结果:1997 - 2003年,平均钉螺密度处于高度消长阶段。从2003年到2012年,从0.773/0.1 m2显著下降到0.093/0.1 m2。然而,从2013年(0.098/0.1 m2)到2022年(0.125/0.1 m2),它增长了27.6%。三峡大坝自2003年开始运行以来,湖底洪涝持续时间由1997-2003年的122天减少到2003-2012年的57天,并在2012-2022年出现反弹,这在安徽段表现明显。1997 ~ 2022年,低地地表温度和夜间光照指数呈上升趋势。在调整了降雨、温度和植被等混杂因素后,钉螺密度增加的相对风险(RR)随淹水持续20 ~ 100 d而升高,随淹水持续100 d而降低。钉螺密度与夜光指数呈“L”型关系,夜光指数越高,钉螺密度增加的RR越低。与地表温度第1四分位聚类洼地相比,地表温度第2、3、4四分位聚类洼地钉螺密度RR值分别为1.271 (95% CI 1.082 ~ 1.493)、1.302 (95% CI 1.146 ~ 1.480)、1.278(1.048、1.559)。结论:三峡库区水位降低,淹水时间缩短,不利于钉螺种群生长。然而,随着时间的推移,TGD对蜗牛的抑制作用可能已经减弱,特别是在远离TGD的地区。近年来,螺密度的回升可能与水位上升和微环境的变化有关。建立有效的监测和反应系统是精确控制钉螺的关键。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decoding the impact of environmental shifts on snail density dynamics in the Yangtze River basin: a 26-year study.

Background: With the intensification of climate change and human engineering activities, environmental changes have affected schistosome-transmitting snails. This study explored the influence of environmental changes on the evolution of snail populations.

Methods: Data from annual snail surveys and related factors such as hydrology, temperature, vegetation, etc., on nine bottomlands from 1997 to 2022 were collected retrospectively from multiple sources. Interpretable machine learning and the Bayesian spatial-temporal model assessed the relationship between environmental change and snail density.

Results: Between 1997 and 2003, mean snail density was in a high-level fluctuation stage. From 2003 to 2012, it declined significantly from 0.773/0.1 m2 to 0.093/0.1 m2. However, it increased by 27.6% between 2013 (0.098/0.1 m2) and 2022 (0.125/0.1 m2). Since operation of the Three Gorges Dam (TGD) began in 2003, the duration of bottomland flooding decreased from 122 days (1997-2003) to 57 days (2003-2012) and then rebounded in 2012-2022, which was noticeable in the Anhui Section. The ground surface temperature and night light index of the bottomlands increased from 1997 to 2022. After adjusting for confounding factors (e.g. rainfall, temperature, and vegetation), the relative risk (RR) of increased snail density rose with flooding duration of between 20 and 100 days but decreased with flooding duration of > 100 days. Snail density showed an "L"-shaped relationship with the night light index, and the RR of increased snail density was lower at a higher night light index. Compared with bottomlands in the first quartile cluster of ground surface temperature, bottomlands in the second, third, and fourth quartile clusters of ground surface temperature had higher snail density RR values of 1.271 (95% CI 1.082-1.493), 1.302 (95% CI 1.146-1.480), and 1.278 (1.048, 1.559), respectively.

Conclusions: The TGD lowered the water level and flooding duration, which were not conducive to snail population growth. However, over time, the inhibitory effect of the TGD on snails may have been weakening, especially in areas far from the TGD. In recent years, the rebound of snail density may have been related to the rise in water levels and the change in the microenvironment. Establishing an efficient monitoring and response system is crucial for precisely controlling snails.

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来源期刊
Parasites & Vectors
Parasites & Vectors 医学-寄生虫学
CiteScore
6.30
自引率
9.40%
发文量
433
审稿时长
1.4 months
期刊介绍: Parasites & Vectors is an open access, peer-reviewed online journal dealing with the biology of parasites, parasitic diseases, intermediate hosts, vectors and vector-borne pathogens. Manuscripts published in this journal will be available to all worldwide, with no barriers to access, immediately following acceptance. However, authors retain the copyright of their material and may use it, or distribute it, as they wish. Manuscripts on all aspects of the basic and applied biology of parasites, intermediate hosts, vectors and vector-borne pathogens will be considered. In addition to the traditional and well-established areas of science in these fields, we also aim to provide a vehicle for publication of the rapidly developing resources and technology in parasite, intermediate host and vector genomics and their impacts on biological research. We are able to publish large datasets and extensive results, frequently associated with genomic and post-genomic technologies, which are not readily accommodated in traditional journals. Manuscripts addressing broader issues, for example economics, social sciences and global climate change in relation to parasites, vectors and disease control, are also welcomed.
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