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  • 标题:The geostatistical framework for spatial prediction
  • 本地全文:下载
  • 作者:Jingxiong Zhang ; Na Yao
  • 期刊名称:Geo-spatial Information Science
  • 印刷版ISSN:1009-5020
  • 电子版ISSN:1993-5153
  • 出版年度:2008
  • 卷号:11
  • 期号:3
  • 页码:180-185
  • DOI:10.1007/s11806-008-0087-7
  • 出版社:Taylor and Francis Ltd
  • 摘要:Geostatistics provides a coherent framework for spatial prediction and uncertainty assessment, whereby spatial dependence, as quantified by variograms, is utilized for best linear unbiased estimation of a regionalized variable at unsampled locations. Geostatistics for prediction of continuous regionalized variables is reviewed, with key methods underlying the derivation of major variants of uni-variate Kriging described in an easy-to-follow manner. This paper will contribute to demystification and, hence, popularization of geostatistics in geoinformatics communities.
  • 关键词:geostatistics; Kriging; regionalized variables; variograms; spatial prediction
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