%0 Journal Article
%T Application of the data mining techniques in exploring the oil and natural gas<br>数据挖掘技术在石油天然气勘探领域的应用探索
%A 李雄炎
%J 地球物理学进展
%D 2009
%I 
%X The article detailedly describes the features of the petrophysical data, logging data, seismic data and geological data based on the concepts of the data mining. The mining ideas about the petrophysical and logging data, seismic data and geological data are made based on their features. The article uses different mining ways to process the corresponding data, and describes the results from the perspective of the functions of data mining. According to the data mining techniques, the petrophysical data are applied to find the relations and forecast reservoirs; the logging data will be employed to evaluate the fuzzy reservoirs and recognize the effective reservoirs in complicated geological conditions; the space mining results of the 3D seismic data; the charts and text mining results of the geological data. The oil and natural gas data mining in the exploration adopts the methods of data analysis and the corresponding mathematical model to process the exploration data, and get the potential information. It has realized the purpose that the data guide exploration and given the concept of data exploration.
%K data mining
%K petrophysics
%K logging
%K seismic
%K geology
%K data exploration<br>数据挖掘
%K 岩石物理
%K 测井
%K 地震
%K 地质
%K 数据勘探
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=E62459D214FD64A3C8082E4ED1ABABED5711027BBBDDD35B&cid=1E44AE713D8A6DE0&jid=65CE641AB2DEAAF8B2D39ECB6B6B6C80&aid=AED18A3E7781E4D7EEE1463A1DA6136F&yid=DE12191FBD62783C&vid=B91E8C6D6FE990DB&iid=94C357A881DFC066&sid=68171D3FB779E811&eid=D217FECA03012AA9&journal_id=1004-2903&journal_name=地球物理学进展&referenced_num=1&reference_num=18