| Course Unit Code | 548-0004/11 |
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| Number of ECTS Credits Allocated | 6 ECTS credits |
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| Type of Course Unit * | Compulsory |
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| Level of Course Unit * | First Cycle |
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| Year of Study * | Second Year |
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| Semester when the Course Unit is delivered | Summer Semester |
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| Mode of Delivery | Face-to-face |
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| Language of Instruction | Czech |
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| Prerequisites and Co-Requisites | Course succeeds to compulsory courses of previous semester |
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| Name of Lecturer(s) | Personal ID | Name |
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| HOR10 | prof. Ing. Jiří Horák, Dr. |
| JUR02 | Ing. Lucie Orlíková, Ph.D. |
| Summary |
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| The lessons are focused on an introduction to the study of remote sensing methods. The first part deals with physical principles required to understand the fundament of these methods. The second part is focused on technical conditions and tools for data acquisiton. Further part is dedicated to the methods of processing data from remote sensing especially methods and procedures of digital processing, including pre-processing of image data, its enhancement and classification methods. The final part describes interpretation and applications. |
| Learning Outcomes of the Course Unit |
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The aim of the subject is to give information students about principles and methods of remote sensing, to understand ways of application received theoretical knowledge, to obtain capability to practically realise methods of image processing and assessment of obtained information, critically evaluate outputs.
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| Course Contents |
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1. Electromagnetic radiation, electromagnetic spectrum. Radiometric variables.
2. Sources of radiation. Interaction with environment. Reflection.
3. Influence of atmosphere. Disperse. Absorption. Transmission function.
4. Land objects and its identification and evaluation. Vegetation.
5. Water. Rocks and soils. Anthropogenetic surfaces.
6. Data capturing. Camera. Type of images.
7. Radiometer. Scanners and their parameters.
8. Carriers. Satellites and instruments.
9. Principles of remotely sensed data processing. Interpretation of still images.
10. Principles of digital image processing. Image pre-processing.
11. Image enhancement.
12. Pixel-based classification (supervised, unsupervised, hybrid). Object-oriented classification.
13. Radar analysis.
14. Application of Remote Sensing |
| Recommended or Required Reading |
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| Required Reading: |
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Liu J.G, Mason P.J.: Image Processing and GIS for Remote Sensing. Willey, 2016. ISBN 9781118724200
Lillesand T., Kiefer R., Chipman J.: Remote sensing and image interpretation. Wiley, 2015.
Rees, W.G.: Remote Sensing of Snow and Ice. Taylor & Francis, Cambridge, 2006, 285 stran.
Duzgun S., Demirel N: Remote Sensing of the Mine Environment. CRC press, 2011.
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Horák, J.: Dálkový průzkum Země. VŠB-TU Ostrava, 2014.
Halounová, L., Pavelka, K.: Dálkový průzkum Země. ČVUT Praha, 2008.
Dobrovolný, P.: Dálkový průzkum Země. Digitální zpracování obrazu. PřF MU Brno, 1998, 208 stran.
Lillesand T., Kiefer R., Chipman J.: Remote sensing and image interpretation. Wiley, 2015. |
| Recommended Reading: |
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Moigne J.L., Netanyahu N.S., Eastman R.D.: Image Registration for Remote Sensing. Cambridge University Press, 2011.
Schultz, G.A., Engman, E.T. (Eds.), 2000. Remote Sensing in Hydrology and Water Management. Springer Berlin Heidelberg, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-59583-7
Andronache, C. (Ed.), 2018. Remote Sensing of Clouds and Precipitation, Springer Remote Sensing/Photogrammetry. Springer International Publishing, Cham. https://doi.org/10.1007/978-3-319-72583-3
Clevers, J: Overview RS-Basics Digital Lectures. Wageningen, 1999. On-line: http://www.geo-informatie.nl/courses/grs20306/lectures/overview.htm |
Liu J.G, Mason P.J.: Image Processing and GIS for Remote Sensing. Willey, 2016. ISBN 9781118724200
Pavelka, K.: Zpracování obrazových záznamů DPZ. Skripta ČVUT Praha, 1999, 138 stran.
Kolář, J., Halounová, L., Pavelka, K.: Dálkový průzkum Země. Skripta ČVUT Praha, 1997, 164 stran.
Řeřicha, J.: Dálkový průzkum Země. ŠKOLA GEOinfo č. 3, 5, 6 1998 |
| Planned learning activities and teaching methods |
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| Lectures, Tutorials |
| Assesment methods and criteria |
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| Task Title | Task Type | Maximum Number of Points
(Act. for Subtasks) | Minimum Number of Points for Task Passing |
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| Credit and Examination | Credit and Examination | 100 (100) | 51 |
| Credit | Credit | 33 | 17 |
| Examination | Examination | 67 (67) | 18 |
| písemná zkouška | Written examination | 50 | 18 |
| ústní zkouška | Oral examination | 17 | 0 |