Evaluation of the Global Multi-Resolution Terrain Elevation Data 2010 (GMTED2010) using ICESat geodetic control

C. Carabajal, D. Harding, J. Boy, J. Danielson, D. Gesch, V. P. Suchdeo
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引用次数: 47

Abstract

Supported by NASA's Earth Surface and Interior (ESI) Program, we are producing a global set of Ground Control Points (GCPs) derived from the Ice, Cloud and land Elevation Satellite (ICESat) altimetry data. From February of 2003, to October of 2009, ICESat obtained nearly global measurements of land topography (± 86° latitudes) with unprecedented accuracy, sampling the Earth's surface at discrete ~50 m diameter laser footprints spaced 170 m along the altimetry profiles. We apply stringent editing to select the highest quality elevations, and use these GCPs to characterize and quantify spatially varying elevation biases in Digital Elevation Models (DEMs). In this paper, we present an evaluation of the soon to be released Global Multi-resolution Terrain Elevation Data 2010 (GMTED2010). Elevation biases and error statistics have been analyzed as a function of land cover and relief. The GMTED2010 products are a large improvement over previous sources of elevation data at comparable resolutions. RMSEs for all products and terrain conditions are below 7 m and typically are about 4 m. The GMTED2010 products are biased upward with respect to the ICESat GCPs on average by approximately 3 m.
基于ICESat大地测量控制的全球多分辨率地形高程数据2010 (GMTED2010)评估
在美国宇航局地球表面和内部(ESI)计划的支持下,我们正在从冰、云和陆地高程卫星(ICESat)的测高数据中产生一套全球地面控制点(gcp)。从2003年2月到2009年10月,ICESat以前所未有的精度获得了几乎全球(±86°纬度)的陆地地形测量数据,沿着高程剖面以间隔170米的离散~50米直径的激光足迹采样地球表面。我们采用严格的编辑来选择最高质量的高程,并使用这些gcp来表征和量化数字高程模型(dem)中空间变化的高程偏差。本文对即将发布的全球多分辨率地形高程数据2010 (GMTED2010)进行了评价。高程偏差和误差统计作为土地覆盖和地形的函数进行了分析。GMTED2010产品在可比分辨率下比以前的高程数据来源有了很大的改进。所有产品和地形条件的rmse都在7米以下,通常为4米左右。GMTED2010产品相对于ICESat gcp平均向上偏约3米。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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