Course
PostgraduateSemester
Sem. IISubject Code
ESG625Subject Title
Analysis and Modelling of Geospatial DataSyllabus
Spatial data representation – discrete Euclidean plane/ geometric domain/ discritisation of arcs – spatial object domain: vector data models: spaghetti, arc – node , DCEL – field based model: tasseled representation, triangulation, voronoi, Delaunay triangulation – geometric algorithms, topological and set based algorithms – network analysis, traveling salesperson algorithm – spatial analysis: interpolation methods, deterministic, stochastic, geostatistics, spatial autocorrelation, semi-variogram, kriging, types of kriging – uncertainty and its assessment.
Text Books
References
- GIS : A computing perspectives, Second edition by MichealWorboys and Matt Duckham CRC Press 2004
- Geospatial analysis, 5th Edition – de Smith, Goodchild, Longley http://www.spatial analysisonline.com/html
- Geostatistics for Environmental Scientists, Second Edition by Richard Webster and MargaratA . Oliver, John Wiley and Sons Ltd.