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识别英国上报的牛的出生、死亡和流动情况的时间变化。

Identifying temporal variation in reported births, deaths and movements of cattle in Britain.

作者信息

Robinson Susan E, Christley Rob M

机构信息

Epidemiology Group, Department of Veterinary Clinical Sciences, University of Liverpool, Leahurst, Neston, South Wirral, UK.

出版信息

BMC Vet Res. 2006 Mar 30;2:11. doi: 10.1186/1746-6148-2-11.

Abstract

BACKGROUND

The accuracy of predicting disease occurrence using epidemic models relies on an understanding of the system or population under investigation. At the time of the Foot and Mouth disease (FMD) outbreak of 2001, there were limited reports in the literature as to the cattle population structure in Britain. In this paper we examine the temporal patterns of cattle births, deaths, imports and movements occurring within Britain, reported to the Department for the Environment, Food and Rural Affairs (DEFRA) through the British Cattle Movement service (BCMS) during the period 1st January 2002 to 28th February 2005.

RESULTS

In Britain, the number of reported cattle births exhibit strong seasonality characterised by a large spring peak followed by a smaller autumn peak. Other event types also exhibit strong seasonal trends; both the reported number of cattle slaughtered and "on-farm" cattle deaths increase during the final part of the year. After allowing for seasonal components by smoothing the data, we illustrate that there is very little remaining non-seasonal trend in the number of cattle births, "on-farm" deaths, slaughterhouse deaths, on- and off-movements. However after allowing for seasonal fluctuations the number of cattle imports has been decreasing since 2002. Reporting of movements, births and deaths was more frequent on certain days of the week. For instance, greater numbers of cattle were slaughtered on Tuesdays, Wednesdays and Thursdays. Evidence for digit preference was found in the reporting of births and "on-farm" deaths with particular bias towards over reporting on the 1st, 10th and 20th of each month.

CONCLUSION

This study provides insight into the population and movement dynamics of the British cattle population. Although the population is in constant flux, seasonal and long term trends can be identified in the number of reported births, deaths and movements of cattle. Incorporating this temporal variation in epidemic disease modelling may result in more accurate model predictions and may usefully inform future surveillance strategies.

摘要

背景

使用流行病模型预测疾病发生的准确性依赖于对所研究的系统或人群的了解。在2001年口蹄疫爆发时,关于英国牛群结构的文献报道有限。本文研究了2002年1月1日至2005年2月28日期间,通过英国牛只移动服务(BCMS)向环境、食品和农村事务部(DEFRA)报告的英国境内牛只出生、死亡、进口和移动的时间模式。

结果

在英国,报告的牛只出生数量呈现出强烈的季节性,其特征是春季有一个大高峰,随后秋季有一个较小的高峰。其他事件类型也呈现出强烈的季节性趋势;报告的牛只屠宰数量和“农场内”牛只死亡数量在一年的最后几个月都会增加。通过对数据进行平滑处理以考虑季节性因素后,我们表明牛只出生数量、“农场内”死亡数量、屠宰场死亡数量、进出移动数量几乎没有剩余的非季节性趋势。然而,在考虑季节性波动后,自2002年以来牛只进口数量一直在下降。移动、出生和死亡的报告在一周的某些日子更为频繁。例如,周二、周三和周四屠宰的牛只数量更多。在出生和“农场内”死亡报告中发现了数字偏好的证据,特别是在每月的1日、10日和20日存在过度报告偏向。

结论

本研究深入了解了英国牛群的数量和移动动态。尽管牛群数量不断变化,但在报告的牛只出生、死亡和移动数量中可以识别出季节性和长期趋势。在流行病建模中纳入这种时间变化可能会导致更准确的模型预测,并可能为未来的监测策略提供有用的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dcaa/1440854/b5bcaec7ba66/1746-6148-2-11-1.jpg

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