548-0044/06 – Spatial Data Analysis (PAD)

Gurantor departmentDepartment of GeoinformaticsCredits5
Subject guarantordoc. Ing. Jiří Horák, Dr.Subject version guarantordoc. Ing. Jiří Horák, Dr.
Study levelundergraduate or graduateRequirementCompulsory
Year2Semestersummer
Study languageCzech
Year of introduction2009/2010Year of cancellation
Intended for the facultiesHGFIntended for study typesBachelor, Follow-up Master
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
Combined Credit and Examination 6+6

Subject aims expressed by acquired skills and competences

The aim of the subject is to give information students about principles and methods of spatial analasis, teach them how to select appropriate procedures, applied them, critically assess obtained outputs.

Teaching methods

Lectures
Tutorials

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. 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. Burrough P., McDonnell A.: Principles of Geographical Information Systems. Oxford University Press, 1998, 333 stran. Smith M.J., Goodchild M.F., Longley P.A.: Geospatial Analysis. 2011 http://www.spatialanalysisonline.com

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

No additional requirements are imposed on the student.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Definition, history and objectives of spatial analysis. Spatial statistics for point pattern. 2. Modelling of point spatial patterns – theoretical models. 3. Inferential statistical tests for point pattern. Analysis of multivariable point events. 4. Introduction to the graph theory. Graph types, spatial structures. 5. Statistical description of graphs and networks. Transport accessibility. 6. Selected tasks in graphs (MST, Gabriel network, Steiner tree, optimal route, traveler salesman problem). 7. Location and allocation tasks. Gravity theory. Analysis of interaction data. 8. Selected analysis for polygons (Areal interpolation. Districting, regionalization. Smoothing. Regression). 9. Multivariate techniques for spatial data – PCA, FA, DA 10. Multivariate techniques for spatial data - hierarchical and non-hierarchical spatial clustering 11. Spatial analysis of continual fields (principles of geostatistics, spatial autocorrelation, structural analysis, anisotropy). 12. Spatial analysis of continual fields (kriging and its variants). 13. Spatial analysis of continual fields (co-kriging, stochastic simulations). 14. Fractal dimension.

Conditions for subject completion

Full-time form (validity from: 2009/2010 Winter semester, validity until: 2011/2012 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100  51
        Exercises evaluation Credit  (33)
                Projekt Project 26  10
                účast Other task type 7  0
        Examination Examination  (67)
                Písemná zkouška Written examination 50  18
                Ústní zkouška Oral examination 17  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2019/2020 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2018/2019 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2018/2019 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2016/2017 (B3646) Geodesy and Cartography (3646R006) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2014/2015 (B3646) Geodesy and Cartography (3646R006) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2014/2015 (B3646) Geodesy and Cartography (3646R006) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2013/2014 (B3646) Geodesy and Cartography (3646R006) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2013/2014 (B3646) Geodesy and Cartography (3646R006) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2012/2013 (B3646) Geodesy and Cartography (3646R006) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2012/2013 (B3646) Geodesy and Cartography (3646R006) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 1 Compulsory study plan
2011/2012 (B3646) Geodesy and Cartography (3646R006) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2011/2012 (B3646) Geodesy and Cartography (3646R006) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2011/2012 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 1 Compulsory study plan
2011/2012 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 1 Compulsory study plan
2010/2011 (B3646) Geodesy and Cartography (3646R006) Geoinformatics P Czech Ostrava 2 Compulsory study plan
2010/2011 (B3646) Geodesy and Cartography (3646R006) Geoinformatics K Czech Ostrava 2 Compulsory study plan
2010/2011 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 1 Compulsory study plan
2010/2011 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner
ECTS - FMG 2016/2017 Full-time English Optional 501 - Study Office stu. block
O - ECTS FMG 2015/2016 Full-time Czech Optional 501 - Study Office stu. block
O - ECTS FMG - Bc. 2014/2015 Full-time Czech Optional 501 - Study Office stu. block
O - ECTS FMG - Bc. 2013/2014 Full-time Czech Optional 501 - Study Office stu. block
O - ECTS FMG - Bc. 2012/2013 Full-time Czech Optional 501 - Study Office stu. block