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首页> 外文期刊>Soft computing: A fusion of foundations, methodologies and applications >Research on North Gulf distributed big data submarine 3D terrain computing system based on remote sensing and multi-beam
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Research on North Gulf distributed big data submarine 3D terrain computing system based on remote sensing and multi-beam

机译:基于遥感和多光束的北湾分布大数据潜艇3D地形计算系统研究

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摘要

North Gulf is China’s important sea route to Asia and Europe, and the seabed is rich in resources. For various reasons, the detection and mapping of submarine terrain are blank. The traditional multi-beam measurement method has high accuracy but uneven spatial distribution. Although the detection line process has high sampling and measurement accuracy, there is a large blank area between adjacent routes, which is difficult to achieve full-scale large area measurement due to environmental, time and budget constraints. On the other hand, the accuracy of the remote sensing inversion depth method is not high, but it can achieve a wide range of coverage, which is characterized by low cost, short cycle and convenient dynamic monitoring. This paper takes North Gulf as the research area, uses remote sensing data to construct the seabed topography, uses multi-beam data for checksum correction and uses distributed computing technology to distribute big data in different computing nodes, and the data are refined and reconstructed in three dimensions to form a 3D seabed topography. The method improves the efficiency and accuracy of multi-beam data processing and can construct a large area, high-resolution submarine DEM and realize database management.
机译:北湾是中国到亚洲和欧洲的重要海洋路线,海底资源丰富。由于各种原因,潜艇地形的检测和映射是空白的。传统的多光束测量方法具有高精度但空间分布不均匀。虽然检测线过程具有高的采样和测量精度,但相邻路线之间存在大的空白区域,这是由于环境,时间和预算约束而难以实现全面的大面积测量。另一方面,遥感反转深度方法的准确性不高,但它可以实现各种覆盖范围,其特征在于成本低,周期短,动态监控方便。本文将北海湾作为研究区域,使用遥感数据构造海底地形,使用多光束数据进行校验和校正,并使用分布式计算技术在不同计算节点中分配大数据,并在不同的计算节点中分配大数据,并在其上改进和重建数据三维以形成3D海底地形。该方法提高了多光束数据处理的效率和准确性,可以构建大面积,高分辨率潜水艇DEM并实现数据库管理。

著录项

  • 来源
  • 作者单位

    1College of Resource and EnvironmentBeibu Gulf University535011QinzhouPeople’s Republic of China;

    3Key Laboratory of Environment Evolution and Resources Utilization in Beibu Gulf (Nanning Teachers Education University)Ministry of Education530001NanningPeople’s Republic of China;

    1College of Resource and EnvironmentBeibu Gulf University535011QinzhouPeople’s Republic of China;

    1College of Resource and EnvironmentBeibu Gulf University535011QinzhouPeople’s Republic of China;

    4The Key Laboratory for Advanced Technology to Internet of ThingsBeibu Gulf University535011QinzhouChina;

    1College of Resource and EnvironmentBeibu Gulf University535011QinzhouPeople’s Republic of China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算机软件 ;
  • 关键词

    Seabed topography; Distribution; Big data; 3D;

    机译:海底地形;分布;大数据;3D;

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