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大数据环境下数字填图数据集成服务技术 被引量:19

Data integration and services of digital geological mapping based on big data
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摘要 应用数字填图技术形成了大量地质填图图幅数据,这些数据空间结构化和非结构化特征并存,如何在网络环境下提供高效的数据服务是急需解决的一个难题。大数据技术的发展为数字填图、数据集成服务提供了一种新的途径。通过对数字填图数据特征的分析,在研究地质调查信息网格大数据处理框架的基础上,提出了结构化和非结构化数据相结合的有序化组织管理、发布与服务方法,并对关键技术进行了研究与试验,取得了良好的效果。 A large number of geological mapping data have been formed from application of digital geological mapping technology.They include spatial data and unstructured data. The problem as to how to provide effective network data-services is an issue that should be resolved urgently. The technology of big data provides a new method for data integration and services. In this paper, the authors selectively analyzed the characteristics of the data formed from digital geological mapping, and investigated the data processing framework of big data based on Geological Survey Information Grid. On such a basis, a method for data management, publishing and service was proposed, in which spatial data and unstructured data are integrated effectively. Experimental results show the feasibility of this method.
出处 《地质通报》 CAS CSCD 北大核心 2015年第7期1300-1308,共9页 Geological Bulletin of China
基金 中国地质调查局项目(编号:1212011120436 12120115073201) 中国地质调查局百名青年地质英才培养计划
关键词 数字填图 大数据 空间数据 非结构化数据 digital geological mapping big data spatial data unstructured data
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  • 1刘经南.泛在测绘与泛在定位的概念与发展[J].数字通信世界,2011(S1):28-30. 被引量:32
  • 2李超岭,张克信,于庆文,邱丽华,李丰丹,吕霞,刘畅.数字填图中不同阶段数据模型的继承技术[J].地球科学(中国地质大学学报),2004,29(6):745-752. 被引量:21
  • 3李赋屏,蔡劲宏,任建国.矿业软件在矿产储量评价中的应用[J].桂林工学院学报,2005,25(1):26-30. 被引量:16
  • 4[OL].<http://hadoop.apache.org.>.
  • 5WinterCorp: 2005 TopTen Program Summary. http:// www. wintercorp, com/WhitePapers/WC TopTenWP. pdf.
  • 6TDWI Checklist Report: Big Data Analytics. http://tdwi. org/research/2010/08/Big-Data-Analytics, aspx.
  • 7Chaudhuri S, Dayal U. An overview of data warehousing and OLAP technology. SIGMOD Rec, 1997,26(1): 65-74.
  • 8Madden S, DeWitt D J, Stonebraker M. Database parallelism choices greatly impact scalability. DatabaseColumn Blog. http://www, databasecolumn, com/2007/10/database-parallelism-choices, html.
  • 9Dean J, Ghemawat S. MapReduce: Simplified data processing on large clusters//Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI ' 04). San Francisco, California, USA, 2004: 137-150.
  • 10DeWitt D J, Gerber R H, Graefe G, Heytens M L, Kumar K B, Muralikrishna M. GAMMA--A high performance dataflow database machine//Proceedings of the 12th International Conference on Very Large Data Bases (VLDB' 86). Kyoto, Japan, 1986:228-237.

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