XU Aiping, SHENG Wenshun, SHU Hong. Spatiotemporal Interpolation and Cross Validation Based on Product-Sum Model[J]. Geomatics and Information Science of Wuhan University, 2012, 37(7): 766-769.
Citation: XU Aiping, SHENG Wenshun, SHU Hong. Spatiotemporal Interpolation and Cross Validation Based on Product-Sum Model[J]. Geomatics and Information Science of Wuhan University, 2012, 37(7): 766-769.

Spatiotemporal Interpolation and Cross Validation Based on Product-Sum Model

Funds: 国家自然科学基金资助项目(41171313);;湖北省自然科学基金资助项目(2011CDB276)
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  • Received Date: April 25, 2012
  • Published Date: July 04, 2012
  • In this paper,firstly,the expression of spatiotemporal is implemented;secondly,spatiotemporal product-sum model is analyzed and deduced into another one which can be calculated;thirdly,the spatiotemporal weight coefficient matrix based on ordinary kriging is put forward and the spatiotemporal interpolation is done based on this matrix;lastly,the performance of spatiotemporal interpolation is tested by cross validation.The experiment shows that spatiotemporal interpolation researched in here can provide more information on spatiotemporal random domain with some certain accuracy so as to achieve the spatiotemporal interpolation results.
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