548-0903/01 – Spatial Data Analysis (PAD)

Gurantor departmentDepartment of GeoinformaticsCredits0
Subject guarantordoc. Ing. Jiří Horák, Dr.Subject version guarantordoc. Ing. Jiří Horák, Dr.
Study levelpostgraduateRequirementCompulsory
YearSemesterwinter
Study languageCzech
Year of introduction2002/2003Year of cancellation2010/2011
Intended for the facultiesHGFIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
HOR10 doc. Ing. Jiří Horák, Dr.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+0
Combined Credit and Examination 24+0

Subject aims expressed by acquired skills and competences

The aim of the subject is to educate students methods of spatial statistics and spatial analysis and obtain adequate skill how to implement these methods for various application domains.

Teaching methods

Individual consultations

Summary

Spatial statistics.Spatial statistics for points.Inferential statistical tests for points.Quadrant tests.Nearest neighbour method. K function. Modelling of spatial distribution of events.Kernel mapping.Analysis of multivariate event distribution.Time-space analysis.Geostatistical methods. Structural functions.Kriging.Stochastic simulation.Lines – statistical description.Introduction to graph theory.Optimal path.Traffic accessibility. Location and allocation.Gravity theory.Analysis of interaction data. Polygons.Area interpolation.Areal data smoothing.Multivariate techniques.

Compulsory literature:

Bailey, T.C., Gatrell, A.C., "Interactive spatial data analysis" Essex, Longman Scientific & Technical, 1995. Birkin M. et al.: Intelligent GIS - location decisions and strategic planning. Geoinformation International, Cambridge, UK. 1996. Fotheringham S., Rogerson P. (editors): Spatial Analysis and GIS. Taylor&Francis Ltd 1994, 281 stran. Meer Freek D.: Introduction to Geostatistics. ITC Enschede 1992, 52 stran. Walford Nigel: Geographical Data Analysis. Yue-Hong Chou: Exploring Spatial Analysis in Geographic Information systems. Onword Press 1996.

Recommended literature:

Birkin M. et al.: Intelligent GIS - location decisions and strategic planning. Geoinformation International, Cambridge, UK. 1996. Fotheringham S., Rogerson P. (editors): Spatial Analysis and GIS. Taylor&Francis Ltd 1994, 281 stran. Walford Nigel: Geographical Data Analysis. Yue-Hong Chou: Exploring Spatial Analysis in Geographic Information systems. Onword Press 1996.

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Conditions for subject completion

Combined form (validity from: 1960/1961 Summer semester, validity until: 2012/2013 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (145) 51
        Examination Examination 100  0
        Exercises evaluation Credit 45  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2009/2010 (P3646) Geodesy and Cartography (3602V002) Geoinformatics P Czech Ostrava Optional study plan
2009/2010 (P3646) Geodesy and Cartography (3602V002) Geoinformatics K Czech Ostrava Optional study plan
2008/2009 (P3646) Geodesy and Cartography (3602V002) Geoinformatics K Czech Ostrava Optional study plan
2008/2009 (P3646) Geodesy and Cartography (3602V002) Geoinformatics P Czech Ostrava Optional study plan
2007/2008 (P2102) Mineral Raw Materials (2102V009) Processing K Czech Ostrava Compulsory study plan
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2007/2008 (P2110) Geological Engineering (2101V003) Geological Engineering K Czech Ostrava Compulsory study plan
2007/2008 (P2111) Mining (2101V009) Mining K Czech Ostrava Compulsory study plan
2007/2008 (P3646) Geodesy and Cartography (3602V002) Geoinformatics K Czech Ostrava Compulsory study plan
2007/2008 (P3646) Geodesy and Cartography (3646V001) Mine Surveying and Geodesy K Czech Ostrava Compulsory study plan
2007/2008 (P3904) Engineering Ecology (3904V012) Environment Protection within Industry K Czech Ostrava Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner