Introduction to Image Data Processing

Course guarantor:

Lena Halounová

Lecturer:

Tutor:

Supervisor:

Department of Geomatics

Synopsis:

1. Introduction to the problem, specification of OpeGIS Simple Features

2. Spatial relations, 9-crossection model (DE-9IM)

3. Object-relational database model, introduction to PostGIS geodatabase

4. Spatial SQL, data types, indices, functions

5. Advanced technics of spatial SQL

6. Topology of vector data, data models

7, Raster data in object-relational databases and their processing

8. GIS network analyses in object-relational databases

9. Data access, web services, map servers

10.Data publicising, creation of application using data warehouses

11. Set geodatabases, practical applications

12. Distributed, document oriented (NoSQL) databases and their application in geoinformatics

13. Introduction to the problem of BigData processing

13. Úvod do problematiky zpracování velkých dat (BigData)

Requirements:

155ING2 Informatika 2 - Database systems

Syllabus of lectures:

1. Introduction to the problem, specification of OpeGIS Simple Features

2. Spatial relations, 9-crossection model (DE-9IM)

3. Object-relational database model, introduction to PostGIS geodatabase

4. Spatial SQL, data types, indices, functions

5. Advanced technics of spatial SQL

6. Topology of vector data, data models

7, Raster data in object-relational databases and their processing

8. GIS network analyses in object-relational databases

9. Data access, web services, map servers

10.Data publicising, creation of application using data warehouses

11. Set geodatabases, practical applications

12. Distributed, document oriented (NoSQL) databases and their application in geoinformatics

13. Introduction to the problem of BigData processing

13. Úvod do problematiky zpracování velkých dat (BigData)

Syllabus of tutorials:

Semester project

Study Objective:

The goal of the subject is to work with geospatial data, databases and queries incuding the problemacy of BigData.

Study materials:

!Obe, R. Hsu, L. 2011. PostGIS in Action. Manning. ISBN 9781935182269

!Rigaux P. et al., 2002. Spatial Databases: With Application to GIS. ISBN 9781558605886.

!Yeung, G. Hall, 2007. Spatial Database Systems: Design, Implementation and Project Management. Springer. ISBN 978-1402053931

?H. Karimi, 2014. Big Data: Techniques and Technologies in Geoinformatics. CRC Press. ISBN 978-1466586512.

?M. Zurbaran, 2018. PostGIS Cookbook. ISBN 1788299329

?R. Obe, L. Hsu, 2011. pgRouting: A Practical Guide. ISBN 978-0989421737

:PostGIS documentation, http://postgis.net/docs

:GISMentors training materials, http://training.gismentors.eu/postgis-zacatecnik

Note:

Further information:

http://gama.fsv.cvut.cz/gwiki/155UZPD_Úvod_do_zpracován%C3%AD_prostorových_dat http://gama.fsv.cvut.cz/gwiki/155UZPD_/_Semestráln%C3%AD_projekt

No time-table has been prepared for this course

The course is a part of the following study plans: