11 November 2008 Influence of different spatial sampling schemes on digital elevation models interpolation
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Proceedings Volume 7146, Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Advanced Spatial Data Models and Analyses; 71462K (2008) https://doi.org/10.1117/12.813188
Event: Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Geo-Simulation and Virtual GIS Environments, 2008, Guangzhou, China
Abstract
It is known that digital elevation models (DEMs) can vary in quality depending on spatial sampling schemes. Three DEMs were created by Kriging interpolation from sampling points which come from different sampling schemes. Using a test setup, three different sampling schemes and different semivariogram models (Circular, Spherical, Tetraspherical, Pentaspherical, Exponential, Gaussian, Rational Quadratic, Hole Effect, K-bessel, J-bessel, and Stable) are compared. The results show uniform random sampling scheme to better than the other candidates.
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Xiankun Yang, Xiankun Yang, Weihong Cui, Weihong Cui, } "Influence of different spatial sampling schemes on digital elevation models interpolation", Proc. SPIE 7146, Geoinformatics 2008 and Joint Conference on GIS and Built Environment: Advanced Spatial Data Models and Analyses, 71462K (11 November 2008); doi: 10.1117/12.813188; https://doi.org/10.1117/12.813188
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