甘蔗斑驳条纹病的空间格局

J. R. Sánchez-Pale, Rosalba Quiñones-Valdez, H. Silva-Rojas, Á. Castañeda-Vildózola, O. Franco-Mora, A. Valdez-Balero
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引用次数: 0

摘要

甘蔗(Saccharum spp.杂种)是热带地区最重要的农用工业作物。近年来,研究人员观察到甘蔗植物叶片上出现与细菌相关的褪绿条纹。此病影响光合能力和产量。利用预测图表征叶绿素斑驳的时空行为是疾病综合管理的重要组成部分。本研究确定了墨西哥东南部甘蔗斑纹病的空间分布。为此,我们在2016年和2017年在商业地块中随机选择80个点并进行地理参考,以确定疾病发病率。我们在预先确定的理论模型和估计的克里格基础上生成了一个实验半变异函数。ICP-MEX-92-1420、CP-72-2086、tv -92-373、MEX-79434和MEX-69-290品种2016年和2017年的发病率分别为2.93%和5.36%。细菌的空间行为在2016年符合五球面模型,在2017年符合球形模型。通过平均误差(ME)、均方根误差(RMSE)和平均标准化预测误差(MSPE)接近于零的值验证空间插值,并使用生成的地图进行可视化。研究结果将用于指导甘蔗斑纹病疫区的防治工作。Rubrisubalbicans可以从甘蔗生长季节持续到下一个季节,并通过不同的机制从一个地块传播到另一个地块。甘蔗叶绿体斑驳在区域水平上表现为聚集型空间行为。不同季节间的空间格局差异表明该病害在该作物系统中具有扩散潜力,并在该地区存在潜伏侵染。半变异图和地图显示了这种疾病的总体行为,用不同的空间模式表示,这种模式由点之间的空间依赖性和每个图中影响的严重程度给出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial pattern of mottled stripe disease (Herbaspirillum rubrisubalbicans) in sugar cane
Sugar cane (Saccharum spp. hybrids) is the most important agroindustrial crop of the tropics. Recently, sugar cane plants with chlorotic leaf streaking associated with the bacterium Herbaspirillum rubrisubalbicans have been observed. This disease impacts photosynthetic capacity and yield. Characterizing the spatio-temporal behavior of chlorotic mottling using prediction maps is an important element of integrated disease management. Here, we determine the spatial distribution of mottled stripe disease in sugar cane in southeastern Mexico. To do this, we randomly chose and georeferenced 80 points in commercial plots in 2016 and 2017 to determine the disease incidence. We generated an experimental semivariogram based on a predetermined theoretical model and estimated Kriging. The incidence was 2.93% in 2016 and 5.36% in 2017 in varieties ICP-MEX-92-1420, CP-72-2086, ITV-92-373, MEX-79434 and MEX-69-290. The spatial behavior of the bacteria fit the pentaspherical model in 2016 and the spherical model in 2017. Spatial interpolation was validated by Mean Error (ME), Root Mean Square Error (RMSE) and Mean Standardized Prediction Error (MSPE) values near zero, visualized using the generated map. The results will be used to guide management of mottled stripe disease in sugar cane in the affected area. Highlights H. rubrisubalbicans can persist from sugar cane growing season to the next and spread from one plot to another by different mechanisms. The chlorotic mottling of sugar cane showed an aggregate type spatial behavior at the regional level. The differences in spatial patterns between seasons show the dispersion potential of the disease in this crop system, as well as a latent infestation in the area. The semivariograms and maps show aggregate behavior of this disease, expressed as different spatial patterns given by the spatial dependence among points and the severity of the effects in each plot.
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