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有色金属(矿山部分):2024,76(4):191-198
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多源参考数据下陆探一号DEM精度分析——以河南某区域为例
余海坤1,2,王 微*1,2,王晓娜1,2
((1.河南省遥感院,郑州 450003; 2.河南省遥感大数据工程技术研究中心,郑州 450003))
Analyze the accuracy of DEM generated from LuTan-1 satellite imagery in the context of multiple reference data sources: a certain region in Henan Province as an example
YU Haikun1,2, WANG Wei * 1,2, WANG Xiaona 1,2
((1. Henan Remote Sensing Institute, Zhengzhou 450003, Henan Province; 2. Henan Remote Sensing Big Data Engineering Technology Research Center, Zhengzhou 450003, Henan Province))
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投稿时间:2024-03-12    修订日期:2024-04-07
中文摘要: 2022年我国发射了2颗陆地探测一号干涉SAR卫星,开启了大规模应用国产干涉SAR卫星的新时代。大范围地形测量是干涉SAR卫星的一个重要应用方向,而参考DEM是地形干涉测量过程中不可或缺的重要数据。目的:如何选择可靠的参考DEM以满足不同地形测量需求是利用InSAR技术提取DEM工作中亟待解决的问题。方法:本文分别选择30m的ASTER GDEM、AW3D30 DEM、SRTM DEM、Copernicus DEM作为参考DEM,采用2023年两景国产陆探一号卫星影像,利用InSAR技术开展河南省某区域DEM数据提取,并以ICESat-2激光测高数据为高程真实值,以中误差为评价指标,进行高程精度检验。结果:使用Copernicus DEM作为外部参考DEM时,不同地形条件下LT-DEM高程精度均最高,其次是SRTM DEM、AW3D30 DEM、ASTER GDEM。结论:1)L-SAR卫星具备广域高效地形测绘的能力,地形反演精度较高;2)在利用InSAR技术处理L-SAR影像时,采用Copernicus DEM作为参考数据,获取的DEM高程精度较高;3)利用InSAR技术提取DEM的高程精度受到地形因素影响,山地高程精度低,平原高程精度高。本实验首次利用12米的国产L-SAR影像反演生成DEM,创新性地将四种相同空间分辨率的参考DEM数据用于InSAR处理,并对比分析了四种参考DEM的性能。意义:该实验为利用InSAR技术提取不同地形DEM提供了指导,能够帮助地形测绘人员在进行InSAR处理时更好地选择外部参考DEM,为地质灾害监测、矿产开发、土地利用等各类工作开展提供重要的工作依据。
Abstract:In 2022, China launched two L-SAR satellites, which opened a new era of large-scale application of domestic interferometric SAR satellites. Large-scale topographic measurement is an important application direction of interferometric SAR satellites, and reference DEM is indispensable and important data in the process of topographic interferometric measurement. Purpose: How to select reliable reference DEM to meet different topographic measurement requirements is an urgent problem to be solved in the use of InSAR technology to extract DEM. Method: This paper selects ASTER GDEM, AW3D30 DEM, SRTM DEM, and Copernicus DEM as reference DEMs respectively, and uses two scenes of domestic L-SAR satellite images in 2023 to carry out DEM data extraction in a certain region of Henan Province using InSAR technology. ICESat-2 laser altimetry data is used as the true elevation value, and the mean square error is used as the evaluation index to test the elevation accuracy. Result: When using Copernicus DEM as the external reference DEM, the LT-DEM elevation accuracy is the highest under different terrain conditions, followed by SRTM DEM, AW3D30 DEM, and ASTER GDEM. Conclusion: 1) L-SAR satellite has the ability of wide-area efficient topographic mapping and high topographic inversion accuracy; 2) When using InSAR technology to process L-SAR images, using Copernicus DEM as the reference data obtains higher DEM elevation accuracy; 3) The elevation accuracy of extracting DEM using InSAR technology is affected by terrain factors, with low elevation accuracy in mountainous areas and high elevation accuracy in plains. This experiment extracts DEM using 12-meter domestic L-SAR images for the first time, innovatively using four reference DEM data with the same spatial resolution for InSAR processing, and compares and analyzes the performance of the four reference DEMs. Significance: This experiment provides guidance for extracting different topographic DEMs using InSAR technology, which can help topographic surveyors better choose external reference DEMs when processing InSAR images, and provide an important work basis for geological disaster monitoring, mineral development, land use, and other types of work.
文章编号:     中图分类号:    文献标志码:
基金项目:河南省自然资源综合监测技术体系构建
引用文本:
余海坤,王 微,王晓娜.多源参考数据下陆探一号DEM精度分析——以河南某区域为例[J].有色金属(矿山部分),2024,76(4):191-198.
YU Haikun,WANG Wei,WANG Xiaona.Analyze the accuracy of DEM generated from LuTan-1 satellite imagery in the context of multiple reference data sources: a certain region in Henan Province as an example[J].NONFERROUS METALS(Mining Section),2024,76(4):191-198.

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