SAGA - Thin Plate Spline (TIN)

Creates a 'Thin Plate Spline' function for each triangle of a TIN and uses it for subsequent gridding.

SAGAGridSpline Interpolation
  47

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grid spline 2-Thin Plate Spline TIN

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contributed at 2018-11-06

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Method-focused categoriesData-perspectiveGeoinformation analysis

Detailed Description

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Quoted from:http://www.saga-gis.org/en/index.html

Creates a 'Thin Plate Spline' function for each triangle of a TIN and uses it for subsequent gridding. The TIN is internally created from the scattered data points input. The 'Neighbourhood' option determines the number of points used for the spline generation. 'Immediate neighbourhood' includes the points of the triangle as well as the immediate neighbour points. 'Level 1' adds the neighbours of the immediate neighbourhood and 'level 2' adds the neighbours of 'level 1' neighbours too. A higher neighbourhood degree reduces sharp breaks but also increases the computation time. References:- Donato G., Belongie S. (2002): 'Approximation Methods for Thin Plate Spline Mappings and Principal Warps', In Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (Eds.): 'Computer Vision - ECCV 2002: 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002', Proceedings, Part III, Lecture Notes in Computer Science. Springer-Verlag Heidelberg; pp.21-31.- Elonen, J. (2005): 'Thin Plate Spline editor - an example program in C++', http://elonen.iki.fi/code/tpsdemo/index.html.

How to Cite

SAGA (2018). SAGA - Thin Plate Spline (TIN), Model Item, OpenGMS, https://geomodeling.njnu.edu.cn/modelItem/4c4b2913-20ef-495a-9792-b203e1622ade
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contributed at 2018-11-06

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