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Mapping from ASTER stereo image data: DEM validation and accuracy assessment

机译:从ASTER立体图像数据进行映射:DEM验证和准确性评估

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摘要

The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) on-board the National Aeronautics and Space Administration's (NASA's) Terra spacecraft provides along-track digital stereo image data at 15-m resolution. As part of ASTER digital elevation model (DEM) accuracy evaluation efforts by the US/Japan ASTER Science Team, stereo image data for four study sites around the world have been employed to validate prelaunch estimates of heighting accuracy. Automated stereocorrelation procedures were implemented using the Desktop Mapping System (DMS) software on a personal computer to derive DEMs with 30- to 150-m postings. Results indicate that a root-mean-square error (RMSE) in elevation between +- 7 and +- 15 m can be achieved with ASTER stereo image data of good quality. An evaluation of an ASTER DEM data product produced at the US Geological Survey (USGS) EROS Data Center (EDC) yielded an RMSE of +- 8.6 m. Overall, the ability to extract elevations from ASTER stereopairs using stereocorrelation techniques meets expectations.
机译:美国国家航空航天局(NASA)的Terra航天器上的先进星载热发射和反射辐射仪(ASTER)可提供15 m分辨率的沿轨数字立体图像数据。作为美国/日本ASTER科学团队进行的ASTER数字高程模型(DEM)准确性评估工作的一部分,已经采用了全球四个研究地点的立体图像数据来验证发射前对高度准确性的估计。使用台式映射系统(DMS)软件在个人计算机上实施了自动立体相关过程,以导出30至150 m张贴的DEM。结果表明,使用高质量的ASTER立体图像数据,可以实现±7至+ 15 m之间的高程均方根误差(RMSE)。美国地质调查局(USGS)EROS数据中心(EDC)对ASTER DEM数据产品进行的评估得出,RMSE为+-8.6 m。总体而言,使用立体相关技术从ASTER立体对中提取高程的功能符合预期。

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