Spatial Analysis, PPDAC model,
MAUP, Ecological fallacy
Selections (Spatial, attribute),
ESDA - methods in ArcGIS (Histogram, Scatterplot, Box plot, QQ plot, Trend analysis, Voronoi map)
Reclassification (vector and raster)
Measurements of length, area, shape complexity (Perimeter/Area ratio, Shape index)
Display and analysis of the relief:
Digital elevation model;Triangular irregular network (TIN),
Digital terrain model outputs (slope, orientation, slope curvature analysis, viewshed analysis),
Transformations:
Buffer (vector and raster), Absolute (euclidean) and relative distance (cost weigthed analysis - least cost paths),
Overlay: methods (vector and raster), overlay errors and their correction,
Spatial interpolation, spatial interpolation methods (Thiessen polygons, Natural neighbour, IDW, Spline, Kriging),
Semivariogram modeling (explanation), Crossvalidation
Point pattern analysis:
Descriptive spatial statistics (mean center, median center, standard distance deviation), Centroid (types),
Spatial arrangement analysis (Grid based statistics (quadrat analysis), nearest neighbour index (average nearest neighbor ratio),
Spatial autocorrelation (measures of clustering: Ripley's K function, Moran index)
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- Longley, P.A., Goodchild, M.F., Maguire, D.J., Rhind, D.W. 2005/2010/2015.: Geographic Information Systems and Science, John Wiley&Sons., Chichester.
- De Smith, M. J., Goodchild, M.F., Longley, P.A. 2015/2018.: Geospatial Analysis, A Comprehensive Guide to Principles, Techniques and Software Tools
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