548-0009/06 – GIS Data Processing (ZDGIS)

Gurantor departmentDepartment of GeoinformaticsCredits5
Subject guarantordoc. Ing. Jiří Horák, Dr.Subject version guarantordoc. Ing. Jiří Horák, Dr.
Study levelundergraduate or graduateRequirementCompulsory
Year2Semesterwinter
Study languageEnglish
Year of introduction2016/2017Year of cancellation
Intended for the facultiesHGFIntended for study typesFollow-up Master, Bachelor
Instruction secured by
LoginNameTuitorTeacher giving lectures
HOR10 doc. Ing. Jiří Horák, Dr.
JUR02 Ing. Lucie Orlíková, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2

Subject aims expressed by acquired skills and competences

The aim of the subject is to give information students about methods and processes in Data processing in GIS, mainly data analysis. Beside to obtained overview the student will be able to design and realise appropriate procedures and critically evaluate different variants of the solution.

Teaching methods

Lectures
Tutorials
Project work

Summary

The lectures include a review of various possibilities of spatial data processing in geographical information systems. Following main topics are explained: concepts of modifications and transformations of spatial data, basics of map algebra, overlay analysis, neighbourhood analysis including geostatistics and contiguity analysis. A typology of spatial analysis are completed by explanation of mathematical principles and concepts of appropriate algorithms, pros and cons or constraints of each method, case studies and examples of implementation in usual software.

Compulsory literature:

Smith M.J., Goodchild M.F., Longley P.A.: Geospatial Analysis. 2017. http://www.spatialanalysisonline.com Kanevski M. (ed): Advanced Mapping of Environmental Data. 2008. Burrough P., McDonnell A.: Principles of Geographical Information Systems. Oxford University Press, 1998, 333 stran. Worboys M., Duckham M.: GIS. A computing perspective. CRC Press, ISBN 0-415-28375-2. 2004, 426 stran.

Recommended literature:

Yue-Hong Chou: Exploring Spatial Analysis in Geographic Information systems. Onword Press 1996. 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://uncert.mines.edu/tutor/home.shtml> Krivoruchko K., Crawford C.A.G.: Assesing the Uncertainity Resulting from Geoprocessing Operations. In Maguire, DJ, Batty M, Goodchild MF: GIS, Spatial Analysis and Modeling. ESRI 2005.

Way of continuous check of knowledge in the course of semester

testing project

E-learning

Další požadavky na studenta

No additional requirements are imposed on the student.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

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.

Conditions for subject completion

Full-time form (validity from: 2016/2017 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Credit and Examination Credit and Examination 100 (100) 51
        Credit Credit 33  17
        Examination Examination 67  18
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2019/2020 (B1316) Geodesy, Cartography and Geoinformatics (3646R006) Geoinformatics P English Ostrava 2 Compulsory study plan
2018/2019 (B1316) Geodesy, Cartography and Geoinformatics (3646R006) Geoinformatics P English Ostrava 2 Compulsory study plan
2017/2018 (B1316) Geodesy, Cartography and Geoinformatics (3646R006) Geoinformatics P English Ostrava 2 Compulsory study plan
2016/2017 (B1316) Geodesy, Cartography and Geoinformatics (3646R006) Geoinformatics P English Ostrava 2 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner