基于Cartosat-1卫星立体对的喜马拉雅地形正校正与数字高程模型生成

V. Singh, P. Ray, A. T. Jeyaseelan
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引用次数: 15

摘要

在丘陵地形中,高分辨率数据具有较大的起伏位移。数字高程模型的发展有助于更准确地评估这些地形的生物资源。在利用23 m空间分辨率的多光谱LISS-III数据估算喜马拉雅丘陵地形生物资源时,由于高起伏坡度,需要对卫星数据进行正校正以校正空间距离。因此,利用随数据产品提供的有理多项式系数(RPC)生成基于Cartosat立体对的数字高程模型(DEM)。利用DEM正校正创建了LISS-III。为了评估正校正LISS-III的定位精度,选择了差分GPS模式下的地面控制点。由于空间距离和高度在少数点上存在变化,因此使用GCP校正的DEM对Cartosat PAN和LISS-III数据进行正校正。本文介绍了利用Cartosat立体对数据进行正射影校正和数字高程模型生成的过程。研究结果表明,高空间分辨率的立体影像有助于更准确地生成三维山地,有助于利用多光谱LISS III数据估算生物资源。
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Orthorectification and Digital Elevation Model (DEM) Generation Using Cartosat-1 Satellite Stereo Pair in Himalayan Terrain
High resolution data have high relief displacement in hilly terrains. Development of Digital Elevation model helps to assess bio resources more accurately in such terrains. While estimating bio resources in the Himalayan hilly terrain using multispectral LISS-III data of 23 m spatial resolution, the need for orthorectifcation of satellite data was necessary to correct for spatial distances due to high undulating slopes. Therefore, Cartosat stereo pair based Digital Elevation Model (DEM) was generated using the Rational Polynomial Coefficients (RPC) supplied along with the data products. By using the DEM orthorectification of LISS-III was created. In order to evaluate the positional accuracy of ortho rectified LISS-III Ground control points were selected using the Global Positioning System in differential GPS mode. As there is variation in the spatial distances and height over few points, the GCP corrected DEM was used for ortho rectifcation of Cartosat PAN and LISS-III data. This paper presents the procedure followed for ortho rectification and digital elevation model generation using Cartosat stereo pair data. The result of the study indicated high spatial resolution stereo images helped generation of three dimensional mountainous regions more accurately which helps in estimating the bio resources using multispectral LISS III data.
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