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Method and system for integrating spatial analysis and data mining analysis to ascertain relationships between collected samples and geology with remotely sensed data
Method and system for integrating spatial analysis and data mining analysis to ascertain relationships between collected samples and geology with remotely sensed data
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机译:整合空间分析和数据挖掘分析以利用遥感数据确定采集的样本和地质之间的关系的方法和系统
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摘要
A method and system for ascertaining relationships between collected geological samples and remotely sensed geological data within a region is provided. The locations of physical samples and the locations of data points associated with remotely sensed data are identified and stored. The locations within the region are determined using a position identifying system, such as the global positioning system. The collected physical samples are analyzed to obtain data values for physical and chemical properties of the collected samples. Data mining algorithms are used to generate input data for the formulation of a set of spatial relationships. The locations of the physical samples within the region are associated with the locations of the remotely sensed data to form a set of spatial relationships. Spatial analysis techniques are used to provide understanding of this set of spatial relationships and how they relate to the location of either an economically viable mineral resource or the position of hidden subsurface contaminants and the understanding of their potential migration paths.
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