Gilbert Marius, Xiao Xiangming, Chaitaweesub Prasit, Kalpravidh Wantanee, Premashthira Sith, Boles Stephen, Slingenbergh Jan
Biological Control and Spatial Ecology, Université Libre de Bruxelles CP160/12, Av FD Roosevelt 50, B1050 Brussels, Belgium.
Agric Ecosyst Environ. 2007;119:409-415. doi: 10.1016/j.agee.2006.09.001.
Highly pathogenic avian influenza (HPAI) caused by H5N1 viruses has become a global scale problem which first emerged in southern China and from there spread to other countries in Southeast and East Asia, where it was first confirmed in end 2003. In previous work, geospatial analyses demonstrated that free grazing ducks played critical role in the epidemiology of the disease in Thailand in the winter 2004/2005, both in terms of HPAI emergence and spread. This study explored the geographic association between free grazing duck census counts and current statistics on the spatial distribution of rice crops in Thailand, in particular the crop calendar of rice production. The analysis was carried out using both district level rice statistics and rice distribution data predicted with the aid of remote sensing, using a rice-detection algorithm. The results indicated a strong association between the number of free grazing ducks and the number of months during which second-crop rice harvest takes place, as well as with the rice crop intensity as predicted by remote sensing. These results confirmed that free grazing duck husbandry was strongly driven by agricultural land use and rice crop intensity, and that this later variable can be readily predicted using remote sensing. Analysis of rice cropping patterns may provide an indication of the location of populations of free grazing ducks in other countries with similar mixed duck and rice production systems and less detailed duck census data. Apart from free ranging ducks and rice cropping, the role of hydrology and seasonality of wetlands and water bodies in the HPAI risk analysis is also discussed in relation to the presumed dry season aggregation of wild waterfowl and aquatic poultry offering much scope for virus transmission.
由H5N1病毒引起的高致病性禽流感(HPAI)已成为一个全球性问题,该病毒最初出现在中国南方,随后传播到东南亚和东亚的其他国家,并于2003年底在这些地区首次得到确认。在之前的研究中,地理空间分析表明,2004/2005年冬季,在泰国,自由放养的鸭子在该疾病的流行病学中,无论是在HPAI的出现还是传播方面,都发挥了关键作用。本研究探讨了泰国自由放养鸭子的普查数量与当前水稻作物空间分布统计数据之间的地理关联,特别是水稻生产的作物日历。分析使用了地区层面的水稻统计数据以及借助水稻检测算法通过遥感预测的水稻分布数据。结果表明,自由放养鸭子的数量与第二季水稻收获的月份数量以及遥感预测的水稻作物强度之间存在很强的关联。这些结果证实,自由放养鸭养殖受到农业土地利用和水稻作物强度的强烈驱动,并且可以使用遥感很容易地预测后一个变量。对水稻种植模式的分析可能为其他具有类似鸭稻混合生产系统且鸭子普查数据不太详细的国家中自由放养鸭种群的位置提供指示。除了自由放养鸭和水稻种植外,还讨论了湿地和水体的水文和季节性在HPAI风险分析中的作用,这与野生水禽和水禽在旱季聚集从而为病毒传播提供了很大空间的假设有关。