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An improved ANUDEM method combining topographic correction and DEM interpolation
- Source :
- Geocarto International. 31:492-505
- Publication Year :
- 2015
- Publisher :
- Informa UK Limited, 2015.
-
Abstract
- Void filling and anomaly replacement in conjunction with auxiliary sources of data have been widely used to improve the quality of existing problematic high-resolution digital elevation models. However, the traditional interpolation methods used for this purpose have always failed to eliminate the discrepancies between different data-sets. In this paper, an improved ANUDEM method is presented for DEM interpolation, which incorporates the idea of topographic correction using high correlation of topological structure between contour lines (CLs) from multi-scale digital elevation models (DEM). Firstly, the terrain topological structure is extracted from the CLs of a low-resolution DEM. The topographic surface correction is then undertaken based on the extracted structure, which recovers the topographic information of the sharp depressions and eminences to fit the high-resolution representation. Finally, the breaklines of the terrain surface are distilled and integrated into the denser DEM generation. The exp...
- Subjects :
- 010504 meteorology & atmospheric sciences
business.industry
Geography, Planning and Development
0211 other engineering and technologies
Terrain
02 engineering and technology
01 natural sciences
Topographic correction
CLs upper limits
Geography
Contour line
Computer vision
Artificial intelligence
business
Digital elevation model
021101 geological & geomatics engineering
0105 earth and related environmental sciences
Water Science and Technology
Remote sensing
Subjects
Details
- ISSN :
- 17520762 and 10106049
- Volume :
- 31
- Database :
- OpenAIRE
- Journal :
- Geocarto International
- Accession number :
- edsair.doi...........386db639b8b6b75a83166f39b7b5e6c6