Z6101 Spatial modelling and introduction to geostatistics

Faculty of Science
Spring 2006
Extent and Intensity
1/2. 5 credit(s). Type of Completion: zk (examination).
Teacher(s)
prof. RNDr. Petr Dobrovolný, CSc. (lecturer)
Mgr. Bc. Jiří Kozel, Ph.D. (seminar tutor)
Guaranteed by
RNDr. Vladimír Herber, CSc.
Department of Geography – Earth Sciences Section – Faculty of Science
Contact Person: prof. RNDr. Petr Dobrovolný, CSc.
Timetable
Wed 9:00–9:50 Z2
  • Timetable of Seminar Groups:
Z6101/01: Thu 17:00–18:50 Z1, J. Kozel
Course Enrolment Limitations
The course is only offered to the students of the study fields the course is directly associated with.
fields of study / plans the course is directly associated with
Course objectives
Overview of typical methods of cartographic modeling is presented. The course is oriented on map algebra and to the modeling of continuous fields (surfaces). Overview of basic interpolation algorithms is given with the stress on kriging. Interpolation methods are prerequisite for the modeling issues. Elements of DTM construction, classification of spatial data and selected optimization tasks are given.
Syllabus
  • 1. Presentation of spatial data in the form of continuous surfaces 2. Regular and irregular structures 3. Interpolation methods, basic elements, data sources, sampling. 4. Global and local methods of interpolation, (Thiessen polygons, IDW, splines, trend functions). 5. Geostatistical methods , kriging 6. Digital terrain model constriction, data sources, methods of visualization, DTM derivatives, hydrological modeling. 7. Map algebra 8. Local, focal, zonal and global function 9. Classification of spatial features, fuzzy sets and neural networks 10. Optimization tasks, optimal localization of features 11. Measuring of distances, cost surfaces 12. Multidimensional methods 13. Quality control, analysis of errors and their spreading
Literature
  • LEE, Jay and David W. S. WONG. Statistical analysis with arcview GIS. New York: John Wiley & Sons, 2000, xi, 192. ISBN 0471348740. info
  • DEMERS, Michael N. Fundamentals of geographic information systems. New York: John Wiley & Sons, 1997, xvii, 486. ISBN 0471142840. info
  • BORROUGH, P.A., McDONNELL, R.,A (1988): Principles of Geographical Information Systems. Oxford University Press, Oxford, 333s.
Language of instruction
Czech
Further comments (probably available only in Czech)
Study Materials
The course is taught annually.
The course is also listed under the following terms Spring 2008 - for the purpose of the accreditation, Spring 2011 - only for the accreditation, Spring 2004, Spring 2005, Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, spring 2012 - acreditation, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, spring 2018, Spring 2019, Spring 2020, Spring 2021, Spring 2022, Spring 2023, Spring 2024, Spring 2025.
  • Enrolment Statistics (Spring 2006, recent)
  • Permalink: https://is.muni.cz/course/sci/spring2006/Z6101