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Spatial variability of images and the monitoring of changes in the Normalized Difference Vegetation Index

机译:影像的空间变异性及归一化差异植被指数变化监测

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Pairs of Landsat Multispectral Scanner System images from seven contrasting areas were analysed using scale variance analysis to determine the spatial frequencies present. Specifically images of the Normalized Difference Vegetation Index (NDVI) were analysed, which is sensitive to vegetation activity. Analyses were performed on images for each of the two dates and change images derived by subtracting the NDVI values of the first images from those of the second date. As expected the change images were characterized by higher spatial frequencies than the images of individual dates, but this was only marked for four of the seven areas. Contrary to initial expectations, knowledge of the spatial frequency content of the images from the two dates could not be used to infer the spatial frequencies present in the change images and hence the spatial resolutions needed for detecting change in the NDVI.
机译:使用尺度方差分析了来自七个对比区域的 Landsat 多光谱扫描仪系统影像对,以确定存在的空间频率。具体分析了对植被活动敏感的归一化差异植被指数(NDVI)的图像。对两个日期中每个日期的图像进行分析,并通过从第二个日期的NDVI值中减去第一个图像的NDVI值来改变图像。正如预期的那样,变化图像的特征是比单个日期的图像具有更高的空间频率,但这仅在七个区域中的四个区域被标记出来。与最初的预期相反,对两个日期图像的空间频率含量的了解不能用于推断变化图像中存在的空间频率,因此无法推断检测NDVI变化所需的空间分辨率。

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