Ward Michael P
Department of Veterinary Integrative Biosciences, MS 4458, Texas A&M University, College Station, TX 77843-4458, USA.
Prev Vet Med. 2009 Mar 1;88(3):205-12. doi: 10.1016/j.prevetmed.2008.10.003. Epub 2008 Dec 2.
The association between the Normalized Difference Vegetation Index (NDVI) and periods of above- or below-average reported cases of equine West Nile virus encephalomyelitis, reported in Texas between 2002 and 2004, was investigated. A time-series of case reports, using a biweekly window, was constructed. Because of the disparity in number of cases reported (1698, 672 and 101 in 2002, 2003 and 2004, respectively), data were standardized by calculating the number of cases reported during each biweekly period as a ratio of the annual average number of cases reported. The mean NDVI (0.439) in Texas in biweekly periods in which cases were reported was significantly higher (P<0.001) than the mean NDVI (0.396) in periods in which cases were not reported. The best-fitting model of standardized case ratios included the mean NDVI in the preceding 4-week period. This association was further investigated in the two ecological regions of Texas in which most cases were reported during the study period--Prairies and Lakes, and the Panhandle Plains. Standardized case ratios in the Prairies and Lakes ecoregion were best predicted by NDVI estimated 19-20 weeks previously, whereas standardized case ratios in the Panhandle Plains region were most strongly associated with NDVI estimated 1-4 weeks previously, indicating that the temporal lag between appropriate environmental conditions and resulting increased risk of WNV transmission can vary in different regions. The associations identified could be useful in an early-warning system of increased disease risk.
对2002年至2004年期间得克萨斯州报告的马西尼罗河病毒脑脊髓炎病例数高于或低于平均水平的时期与归一化植被指数(NDVI)之间的关联进行了调查。利用双周窗口构建了病例报告的时间序列。由于报告的病例数存在差异(2002年、2003年和2004年分别为1698例、672例和101例),通过将每个双周期间报告的病例数计算为年平均报告病例数的比率对数据进行标准化。报告病例的双周期间得克萨斯州的平均NDVI(0.439)显著高于(P<0.001)未报告病例期间的平均NDVI(0.396)。标准化病例比率的最佳拟合模型包括前4周期间的平均NDVI。在得克萨斯州的两个生态区域(草原和湖泊区以及狭长地带平原区)进一步研究了这种关联,在研究期间这两个区域报告的病例最多。草原和湖泊生态区的标准化病例比率最好由19 - 20周前估算的NDVI预测,而狭长地带平原区的标准化病例比率与1 - 4周前估算的NDVI关联最为强烈,这表明适宜环境条件与西尼罗河病毒传播风险增加之间的时间滞后在不同区域可能有所不同。所确定的关联在疾病风险增加的早期预警系统中可能有用。