# 548-0069/01 – Spatial Problems Algorithm Development (APU)

 Gurantor department Department of Geoinformatics Credits 5 Subject guarantor doc. Ing. Michal Kačmařík, Ph.D. Subject version guarantor doc. Ing. Petr Rapant, CSc. Study level undergraduate or graduate Requirement Compulsory Year 1 Semester winter Study language Czech Year of introduction 1999/2000 Year of cancellation 2016/2017 Intended for the faculties HGF Intended for study types Follow-up Master
Instruction secured by
KAC072 doc. Ing. Michal Kačmařík, Ph.D.
RAP30 doc. Ing. Petr Rapant, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Part-time Credit and Examination 6+6

### Subject aims expressed by acquired skills and competences

The main aim of the subject is to give students knowledge of subject, procedures and methods of computational procedures of spatial tasks. The goal is to understand and be able to explain and use basic algorithms and combine them to solve more complex spatial problems.

Lectures
Tutorials

### Summary

Algorithm, ways of algorithm description. Python language. Spatial algorithms for vector and raster data.

### Compulsory literature:

NCGIA Core Curriculum on GIS. Internet tutorials on Python language.

### Recommended literature:

Mehta, P.: Handbook of Data Structures and Applications. Chapman & Hall/CRC Computer & Information Science Series, 2004. 1392 stran

### Way of continuous check of knowledge in the course of semester

Programs (homework) Lessons (perform tasks) Written exams

### Other requirements

No additional requirements are imposed on the student.

### Prerequisities

Subject has no prerequisities.

### Co-requisities

Subject has no co-requisities.

### Subject syllabus:

- The concept of algorithm, the importance of algorithms for spatial tasks in geoinformatics, the requirements of the algorithm, methods of registration algorithms, algorithm development, flowchart. - The basic features of Python, why and what you can use Python for. Variables, data types, operators and expressions, logical expressions, numbers and strings, formatting. - Lists (Field), tuples, and work with them. Conditions and cycles. The function definition functions. - Sorting, searching - the most used algorithms vs.. built-in Python methods. - Vector data - the intersection of lines, point in polygon, polygon intersection with the line, overlay operations with polygons, polygon triangulation. - Dijkstra's algorithm, A * - finding the shortest path in the graph. - Raster data - work with georeferenced raster images - image vs. map coordinates, determining the value of a pixel on the specified coordinates, affine transformation. - Histogram of raster images - calculate the basic statistics characteristics.

### Conditions for subject completion

Part-time form (validity from: 2012/2013 Winter semester, validity until: 2016/2017 Summer semester)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
Exercises evaluation Credit 33 (33) 17
Project Project 26  0
Examination Examination 67 (67) 18
Written examination Written examination 55  18
Oral Oral examination 12  0
Mandatory attendence parzicipation:

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### Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2016/2017 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 1 Compulsory study plan
2016/2017 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 1 Compulsory study plan
2015/2016 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 1 Compulsory study plan
2015/2016 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 1 Compulsory study plan
2014/2015 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 1 Compulsory study plan
2014/2015 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 1 Compulsory study plan
2013/2014 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 1 Compulsory study plan
2013/2014 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 1 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics P Czech Ostrava 1 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2012/2013 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2012/2013 (N3654) Geodesy, Cartography and Geoinformatics (3608T002) Geoinformatics P Czech Ostrava 1 Compulsory study plan
2011/2012 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 1 Compulsory study plan
2011/2012 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2011/2012 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 1 Compulsory study plan
2011/2012 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2010/2011 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 1 Compulsory study plan
2010/2011 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2010/2011 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 1 Compulsory study plan
2010/2011 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2009/2010 (N3646) Geodesy and Cartography (3602T004) Mobile Geoinformatics Technology P Czech Ostrava 1 Compulsory study plan
2009/2010 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 1 Compulsory study plan
2009/2010 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2009/2010 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 1 Compulsory study plan
2009/2010 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2008/2009 (M3646) Geodézie a kartografie (3602T002) Geoinformatics P Czech Ostrava 5 Compulsory study plan
2008/2009 (N3646) Geodesy and Cartography (3602T004) Mobile Geoinformatics Technology P Czech Ostrava 1 Compulsory study plan
2008/2009 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 2 Compulsory study plan
2008/2009 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 2 Compulsory study plan
2008/2009 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2008/2009 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2007/2008 (M3646) Geodézie a kartografie (3602T002) Geoinformatics P Czech Ostrava 5 Compulsory study plan
2007/2008 (N3646) Geodesy and Cartography (3602T004) Mobile Geoinformatics Technology P Czech Ostrava 1 Compulsory study plan
2007/2008 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 2 Compulsory study plan
2007/2008 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 2 Compulsory study plan
2007/2008 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2007/2008 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2006/2007 (M3646) Geodézie a kartografie (3602T002) Geoinformatics P Czech Ostrava 5 Compulsory study plan
2006/2007 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) P Czech Ostrava 2 Compulsory study plan
2006/2007 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan
2006/2007 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (10) K Czech Ostrava 2 Compulsory study plan
2006/2007 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) K Czech Ostrava 2 Compulsory study plan
2005/2006 (N3646) Geodesy and Cartography (3602T002) Geoinformatics (20) P Czech Ostrava 2 Compulsory study plan

### Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner