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Towards Standards-Based Processing of DigitalElevation Models for Grid Computing through Web Processing Service (WPS)

机译:通过Web处理服务(WPS)迈向基于标准的网格计算数字高程模型处理

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Digital Elevation Models (DEM) and 3D spatial data plays an important role in typical earth science applications. Numerous simulations, e.g. flood modeling, and spatial analysis, requires very exact terrain data. During the acquisition of these data, for an example by means of laserscanning, very large data sets results due to the high measuring point density (up to four points per square meter). Current classical Geo-Information-System (GIS) software cannot manage the demand of processing and analyzing these massive raw terrain data. A lack of computing power may appear. There is a need for sophisticated data processing techniques. For this purpose the use of Grid Computing is a good choice to accomplish high processing performance and storage capacity. To process these massive raw geodata we develop a range of terrain Web Processing Services (WPS) which are made available as Grid services.
机译:数字高程模型(DEM)和3D空间数据在典型的地球科学应用中起着重要作用。大量的模拟,例如洪水建模和空间分析需要非常精确的地形数据。在采集这些数据期间,例如通过激光扫描,由于测量点密度高(每平方米最多四个点),因此会产生非常大的数据集。当前的经典地理信息系统(GIS)软件无法管理处理和分析这些大量原始地形数据的需求。可能会出现计算能力不足的情况。需要复杂的数据处理技术。为此,使用网格计算是实现高处理性能和存储容量的不错选择。为了处理这些海量原始地理数据,我们开发了一系列的地形Web处理服务(WPS),这些服务可作为网格服务使用。

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