Ukončeno v akademickém roce 2022/2023

GIS Data Processing

Type of study	Follow-up MasterBachelor
Language of instruction	English
Code	548-0009/06
Abbreviation	ZDGIS
Course title	GIS Data Processing
Credits	5
Coordinating department	Department of Geoinformatics
Course coordinator	prof. Ing. Jiří Horák, Dr.

Osnova předmětu

Classification of analytical functions. Spatial Extension of SQL – geometrical model.
Format transformation. Data model conversions. Geometric transformation. Conflaction - horizontal, vertical. Editing graphical data.
Generalisation, topology control.
Maintenance and analysis of attribute data. Geocoding, address matching, geoparsing.
Selection. Topological selections. Classification. Implicit calculations.
Map algebra. Overlays, quantification of overalys.
Multicriteria evaluation. Multitarget evaluation.
Neighbor analysis. Searching. Points and lines in polygones. Calculations and classifications using neighbor analysis. Topographical functions. Thiessen polygons.
Interpolation.Methods. Verification.
Geostatistics. Spatial autocorellation. Structural functions. Anisotropy.
Geostatistical interpolation methods. Kriging variants. Simulations. COnditional simulations.
Analysis of connectivity. Continuity measures. Landscape metrics.
Network analysis. Spread analysis. Visibility analysis.
Uncertainity in GIS. Error propagation.
Sensitivity analysis. Monte Carlo simulations. Fuzzy sets. Bayes theory. Dempster-Shafer theory.

Povinná literatura

Smith M.J., Goodchild M.F., Longley P.A.: Geospatial Analysis. 2021. http://www.spatialanalysisonline.com
Roberts S.A., Robertson C.: Geographic Information Systems and Science. Oxford University Press, 2016.
Kanevski M. (ed): Advanced Mapping of Environmental Data. ISTA 2008.
Worboys M., Duckham M.: GIS. A computing perspective. CRC Press, ISBN 0-415-28375-2. 2004, 426 stran.

Doporučená literatura

Kanevski M. F.: Advanced mapping of environmental data : geostatistics, machine learning and Bayesian maximum entropy. ISTE 2008. 313 s., 978-1-84821-060-8
Zeiler M.: Modeling our World. ESRI Press, Redlands, CA, 1999, 199 pages
Wingle W., Poeter E.: Geostatistical Analysis Tutor. Colorado School of Mines. 1999. Available at http://www.uncert.com/tutor/
Burrough P., McDonnell A.: Principles of Geographical Information Systems. Oxford University Press, 1998, 333 stran.

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