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Monitoring of Land Degradation from Overgrazing using Spaceborne Radar and Optical Imagery: case study in Randi Forest, Cyprus

机译:利用星载雷达和光学图像监测过度放牧造成的土地退化:以塞浦路斯兰迪森林为例

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This paper examines how radar and optical imagery combined can be employed for the study of land degradation. A case study was conducted in the Randi Forest, Cyprus, a known overgrazed area for the past 70 years. Satellite optical imagery was used for the calculation of the Normalised Difference Vegetation Index (NDVI) for the time period between December 2015 to July 2016 and C-Band Synthetic Aperture Radar imagery was used to derive correlative changes in backscatter intensity (σ~0). The results are indicative of the overgrazing in the area with the temporal and spatial variations of grazing defined. Both the NDVI and the σ~0 values demonstrate sudden shifts in vegetation cover following the start of the grazing period with the greatest shifts being evident in close proximity to the location of farms. NDVI and backscatter coefficient correlation was measured at 0.7 and 0.8 for the months of February and April respectively. Shifts in NDVI value by 0.1 correspond to a shift in σ~0 by 4 db. VH cross-polarization showed greater sensitivity to changes in vegetation than VV. The paper also examines the capability of C-Band Synthetic Aperture Radar to measure changes in plant structure and vegetation fraction as the result of grazing. Depending on grazing intensity, backscatter coefficient varies according to vegetation density.
机译:本文研究了如何将雷达和光学影像结合起来用于土地退化研究。过去70年间,在塞浦路斯兰迪森林(一个众所周知的过度放牧的地区)进行了案例研究。卫星光学图像用于计算2015年12月至2016年7月之间的归一化植被指数(NDVI),C波段合成孔径雷达图像用于得出反向散射强度(σ〜0)的相关变化。结果表明在该地区过度放牧,放牧的时间和空间变化已确定。 NDVI和σ〜0值都表明放牧期开始后植被覆盖度突然变化,其中最大的变化在靠近农场的位置上很明显。 2月和4月的NDVI和反向散射系数相关性分别为0.7和0.8。 NDVI值偏移0.1对应于σ〜0偏移4 db。 VH交叉极化比VV表现出对植被变化的更大敏感性。本文还研究了C波段合成孔径雷达测量由于放牧而导致的植物结构和植被分数变化的能力。取决于放牧强度,后向散射系数根据植被密度而变化。

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