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[基于广义相加模型的水位变化对湖区钉螺种群方差的影响]

[Impact of the changing water level on the variance of Oncomelania hupensis populations in Lake Area with general additive model].

作者信息

Li Yuan-pei, He Zhong, He Ming-zhen, Jiang Jie, Li Jun-xiang, Zhou Yi-biao, Zhang Zhi-jie, Jiang Qing-wu

机构信息

Department of Epidemiology, School of Public Health, Fudan University, Key Laboratory of Public Health Security, Ministry of Education, Shanghai 200032, China.

出版信息

Zhonghua Liu Xing Bing Xue Za Zhi. 2010 Oct;31(10):1148-54.

Abstract

OBJECTIVE

To explore the impact and regularity of snail population after changing of water level and to develop effective control and prediction programs.

METHODS

A typical snail habitat closed to Changjiang county in Yueyang city, Hunan province was selected as the survey field. Data on water level and the changing trend of snail population during 2001 - 2009 including the average water level, maximum and minimum water levels, snail and infected snail densities, proportion of sampling frames with living and infected snails etc. were collected. The distribution of water level and snail indexes were described and a general additive model (GAM) for the relationships between these indexes were also fitted.

RESULTS

Impacts of the average water level and the watered-out days in current year in the surveyed field on the snail density were statistically significant (P<0.01), showing a quadratic curve association. The snail density remained at the lowest level when the average water level was at 25.0 m and the surveyed field watered-out days was 120. The average water level in current year and the field watered-out days in the past year showed statistically significant impacts on the infected snail density (P<0.001), the proportion of sampling frames with infected snails (P<0.05) and living snails (P value neared 0.05), presented a quadratic curve, a cubic curve or even a more complicated piecewise curve association. Both the infected snail density and the proportion of sampling frames with infected snails remained at the lowest level when the average water level was at 25.0 m and the watered-out days in the past year was 110, while the proportion of sampling frames with living snails kept the lowest level when the average water level was at 25.0 m and the watered-out days in the past year was 160.

CONCLUSION

The water level and the field watered-out days affected the development of snail population directly. The changing water level had an impact on snail population change, which mainly presented as nonlinear smooth function relation. Impact of the field watered out days on the infected snail density and the proportion of sampling frames with living snails and infected snails showed a hysteresis effect. The snail density was predicted to be retaining a high level when the water level was 24.0 m and the field watered-out days was 3 months. It had obvious advantages to fit the relationship of the changing water level and the snail indexes with a GAM which could get closer to the reality as well as easier to find and explain the potential associations and regulations.

摘要

目的

探讨水位变化对螺种群的影响及规律,制定有效的防控和预测方案。

方法

选取湖南省岳阳市华容县附近一个典型的螺类栖息地作为调查现场。收集2001 - 2009年期间水位及螺种群变化趋势的数据,包括平均水位、最高和最低水位、螺和感染螺密度、有活螺和感染螺的采样框比例等。描述水位和螺类指标的分布情况,并拟合这些指标之间关系的广义相加模型(GAM)。

结果

调查现场当年平均水位和淹水天数对螺密度的影响具有统计学意义(P<0.01),呈二次曲线关联。当平均水位为25.0 m且调查现场淹水天数为120天时,螺密度保持在最低水平。当年平均水位和上一年调查现场淹水天数对感染螺密度(P<0.001)、有感染螺的采样框比例(P<0.05)和有活螺的采样框比例(P值接近0.05)有统计学意义的影响,呈现二次曲线、三次曲线甚至更复杂的分段曲线关联。当平均水位为25.0 m且上一年淹水天数为110天时,感染螺密度和有感染螺的采样框比例均保持在最低水平,而当平均水位为25.0 m且上一年淹水天数为160天时,有活螺的采样框比例保持在最低水平。

结论

水位和调查现场淹水天数直接影响螺种群的发展。水位变化对螺种群变化有影响,主要表现为非线性平滑函数关系。调查现场淹水天数对感染螺密度以及有活螺和感染螺的采样框比例的影响呈现滞后效应。当水位为24.0 m且调查现场淹水天数为3个月时,预测螺密度将保持在较高水平。用GAM拟合水位变化与螺类指标的关系具有明显优势,它能更接近实际情况,也更容易发现和解释潜在的关联及规律。

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