期刊文献+

地理空间数据挖掘与知识发现——地理单元数据集的研究与开发 被引量:5

Geo-spatial data mining and knowledge discovering-study and development on geographical unit dataset
在线阅读 下载PDF
导出
摘要 地理学是一门研究地壳表面自然要素与人文要素相互关系及相互作用的科学。在现代自然科学和社会科学发展的影响下,定量化、系统化研究,使得地理学的研究从静态、定性描述走向动态、定量分析。本文讨论了空间数据挖掘与知识发现的方法,以基于DEM数据进行流域单元提取为例,实现了对DEM数据的知识挖掘的尝试,并就处理过程中选用的主要算法和应用中遇到的具体问题进行了探讨。 Geography is a science that investigates mutual relationships and interactions between natural and human elements on the earth's surface.Methodological innovation in Geography has been accelerated by the process of adaptation of theory and methods of modern sciences.Influenced by the development and contact with natural and social sciences,quantitative and systematic researches have transformed the broad character of geographical research from static,qualitative description to dynamic,quantitative analysis.The methodologies for data mining and knowledge discovering are introduced,and DEM data mining for abstracting the drainage basin are studied as an example.
作者 李莉 王海清
出处 《测绘科学》 CAS CSCD 北大核心 2005年第3期24-27,共4页 Science of Surveying and Mapping
关键词 地理空间数据挖掘与知识发现 地理单元 基础地理数据 geo-spatial data mining and knowledge discovering geographical unit geo-spatial data
作者简介 李莉(1950-),女,高级工程师,现主要从事地理信息科学和技术方面的研究与应用.E-mail:lili@nsdi.gov.cn
  • 相关文献

参考文献13

二级参考文献57

  • 1[1]Band, L E. Topographic partition of watersheds with digital elevation models[J]. Water Resources Research, 1986,22[1]: 15-24.
  • 2[2]Qian,JianZhong.,Ehrich,Roger W.,Campbell, James B. DNESYS-An e xpert system for automatic extraction of drainage networks from digital elevatio n data[J].IEEE Transaction on geoscience and remote sensing , 1990, 28(1): 29- 45.
  • 3[3]O'Callaghan,J F.,Mark,D M. The extraction of drainage networks from digital elevation data[J].Computer Vision,Graphics, and Image Processing, 1984 ,28: 323-344.
  • 4[4]Jenson,S K., and Dominique, J O. Extracting topographic structure from di gital elevation data for geographical information system analysis[J].Photogram metric Engineering and Remote Sensing, 1988,54(11): 1593-1600
  • 5[5]Martz, L W. and Garbrecht, J. Numerical definition of drainage network an d subcatchment areas from digital elevation models[J]. Computers & Geosciences , 1992, 18(6): 747-761.
  • 6[6]Strahler,A N., Quantitative analysis of watershed geomorphology[J]. Tra ns. Am. Geophys. Union, 1957, 38(6): 913-920.
  • 7MONTGOMERY D R, Dietrich W E. Channel initiation and the problem of landscape scale [ J ]. Science,1992, (255) : 826- 830.
  • 8O' CALLAGHAN J F, MARK D M. The exaction of drainage networks from digital elevation data[J]. Computer Vision, Graphics and Image Processing, 1984,(28) : 323- 344.
  • 9QUINN P, BEVEN K J, CHEVALLIER P, et al. The prediction of hillslope flow paths for distributed hydrological modeling using digital terrain models[J]. Hydrologi-cal Processes, 1991, (5) : 59 - 79.
  • 10QUINN P F, BEVEN K J, LAMB R. The In(α/tanβ)index: how to calculate it and how to use it within the TOPMODEL framework[A]. In: Beven K J (Editor).Distributed Hydrological Modelling: Application of the TOPMODEL Concept [C]. London: John Wiley & Sons Ltd., 1997, 31 - 52.

共引文献425

同被引文献118

引证文献5

二级引证文献45

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部