radial basis functions;
thin plate splines;
topographic map;
digital elevation model;
scattered data interpolation;
RADIAL BASIS FUNCTIONS;
APPROXIMATION;
D O I:
暂无
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
GIS (Geographical Information System) is one of the most striking innovation for mapping applications Supplied by the developing computer and software technology to users. GIS is a very effective tool which can show Visually combination of the geographical and non-geographical data by recording these to allow interpretations and analysis. DEM (Digital Elevation Model) is an inalienable component of the GIS. The existing TM (Topographic Map) can be used as the main data Source for generating DEM by amanual digitizing or vectorization process for the contours polylines. The aim of this study is to examine the DEM accuracies, which were obtained by TMs, as depending on the number of sampling points and grid size. For these purposes, the contours of the several 1/1000 scaled scanned topographical maps were vectorized. The different DEMs of relevant area have been created by using several datasets with different numbers of sampling points. We focused on the DEM creation from Contour lines using gridding with RBF (Radial Basis Function) interpolation techniques, namely TPS as the surface fitting model. The solution algorithm and a short review of the mathematical model of TPS (Thin Plate Spline) interpolation techniques are given. In the test Study, results of the application and the obtained accuracies are drawn and discussed. The initial object of this research is to discuss the requirement of DEM in GIS, urban planning, surveying engineering and the other applications with high accuracy (a few decimeters).
机构:
Univ New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, CanadaUniv New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
Zhao, Zhengyong
Chow, Thien Lien
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Agr & Agri Food Canada, Potato Res Ctr, Fredericton, NB E3B 4Z7, CanadaUniv New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
Chow, Thien Lien
Yang, Qi
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机构:
Univ New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, CanadaUniv New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
Yang, Qi
Rees, Herb W.
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Agr & Agri Food Canada, Potato Res Ctr, Fredericton, NB E3B 4Z7, CanadaUniv New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
Rees, Herb W.
Benoy, Glenn
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机构:
Environm Canada & Agr & Agri Food Canada, Potato Res Ctr, Fredericton, NB E3B 4Z7, CanadaUniv New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
Benoy, Glenn
Xing, Zisheng
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机构:Univ New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
Xing, Zisheng
Meng, Fan-Rui
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机构:
Univ New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, CanadaUniv New Brunswick, Fac Forestry & Environm Management, Fredericton, NB E3B 6C2, Canada
机构:
York Univ, Earth & Space Sci & Engn Dept, Ctr Res Earth & Space Sci, Toronto, ON, Canada
Univ Sherbrooke, Dept Geomat Appl, Quebec City, PQ, CanadaYork Univ, Earth & Space Sci & Engn Dept, Ctr Res Earth & Space Sci, Toronto, ON, Canada
Lemelin, M.
Daly, M. G.
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York Univ, Earth & Space Sci & Engn Dept, Ctr Res Earth & Space Sci, Toronto, ON, CanadaYork Univ, Earth & Space Sci & Engn Dept, Ctr Res Earth & Space Sci, Toronto, ON, Canada
Daly, M. G.
Deliege, A.
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机构:
Univ Liege, Dept Elect Elect & Informat, Liege, BelgiumYork Univ, Earth & Space Sci & Engn Dept, Ctr Res Earth & Space Sci, Toronto, ON, Canada