Contribution to linear interpolation method with Delaunay triangulation
Keywords:
Digital terrain model, linear interpolation, Delaunay triangulation, interpolation errorAbstract
The linear interpolation with triangulation is an ideal method to create a digital terrain model when knowing some survey data. However, only the points included in the convex frontier of the projection of the measured points can be interpolated. The interpolation error can not be quantified with any existing formula. Therefore, the results can not be evaluated, which depends on a certain relation between survey sampling and surface variability. This article presents a procedure to complement the triangulation in a minimum rectangular region containing the points in addition to an index to quantify the geometric error when the coordinate value is interpolated in any point from the grid.Downloads
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BATISTA-LEGRÁ, Y. & BELETE-FUENTES, O. 2013: Consideraciones sobre la exactitud de las redes de levantamiento topográfico. Minería y Geología 29(3): 56-64.
BRONSHTEIN, I. N.; SEMENDYAYEV, K. A.; MUSIOL, G. & MÜHLIG, H. 2007: Handbook of Mathematics. Springer-Verlag, Berlin, p. 1 163.
CHEN, L. y XU, J. 2004: Optimal Delaunay Triangulations. Journal Computations Mathematics 22(2): 299-308.
FALLAS, J. 2007: Modelos digitales de elevación: Teoría, métodos de interpolación y aplicaciones. Mapealo.Com, San José, Costa Rica, p. 83. [en línea]. Disponible en: http://www.mapealo.com/costaricageodigital/documentos/alfabetizacion/mde_teoria_2007.pdf
DEUTSH, V. C. & JOURNEL, G. A. 1998: Geostatistical Software Library and user’s Guide. Oxford University, New York, p. 309.
LEE, T. & SCHACHTER, B. 1980: Two Algorithms for Constructing Delaunay Triangulations. International Journal of Computer Information Sciences 9(3): 219-242.
LEGRÁ, A.; SILVA, O. & BELETE, O. 1999: Modelación de una superficie topográfica a partir de la relación entre el Kriging y la interpolación lineal en Rn. Minería y Geología 16(1): 58-61.
MANZANILLA, R. 1993: Generación automática de triangulaciones de Delaunay. En: I Seminario Venezolano de Métodos Numéricos en Ingeniería. Caracas, Venezuela, p. 77-91.
MARTÍNEZ-VARGAS, A.; LEGRÁ-LOBAINA, A. A.; FERRERA-ALBA, N. & MENA-MATOS, L. F. 2003: Modelo digital del relieve original del yacimiento Punta Gorda. Minería y Geología 19(3-4): 103-119.
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