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HASM-AD algorithm based on the sequential least squares
Authors:Shihai Wang  Tianxiang Yue
Institution:WANG Shihai,YUE Tianxiang Institute of Geographic Science , Natural Resource Research,Chinese Academy of Science,Beijing 100101,China
Abstract:The HASM(high accuracy surface modeling) technique is based on the fundamental theory of surfaces,which has been proved to improve the interpolation accuracy in surface fitting.However,the integral iterative solution in previous studies resulted in high temporal complexity in computation and huge memory usage so that it became difficult to put the technique into application,especially for large-scale datasets.In the study,an innovative model(HASM-AD) is developed according to the sequential least squares on...
Keywords:surface modeling  HASM  spatial interpolation  sequential least squares  
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