548-0004/08 – Remote Sensing (DPZ)

Gurantor department	Department of Geoinformatics	Credits	5
Subject guarantor	Ing. Lucie Orlíková, Ph.D.	Subject version guarantor	prof. Ing. Jiří Horák, Dr.
Study level	undergraduate or graduate	Requirement	Choice-compulsory
Year	1	Semester	summer
		Study language	Czech
Year of introduction	2009/2010	Year of cancellation
Intended for the faculties	FBI, HGF	Intended for study types	Follow-up Master, Bachelor

Instruction secured by
Login	Name	Tuitor	Teacher giving lectures
HOR10	prof. Ing. Jiří Horák, Dr.
JUR02	Ing. Lucie Orlíková, Ph.D.
PEN63	Ing. Tomáš Peňáz, Ph.D.

Extent of instruction for forms of study
Form of study	Way of compl.	Extent
Full-time	Graded credit	28+28
Part-time	Graded credit	8+8

Subject aims expressed by acquired skills and competences

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.

Teaching methods

Lectures
Tutorials

Summary

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.

Compulsory literature:

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.

Recommended literature:

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

Way of continuous check of knowledge in the course of semester

Combined form of testing - written test and oral examination

E-learning

Other requirements

No additional requirements are imposed on the student.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1) Electromagnetic radiation, electromagnetic spectrum. Radiometric units and indicators. 2) Sources of radiation. Interaction with environment. Reflection. Influence of atmosphere. Disperse in atmosphere. Absorption in atmosphere. Transmission function of the atmosphere. 3) Land objects and its identification and evaluation. 4) Data capturing. Camera. Type of images. 5) Radiometer. Mechanic scanner. Electronic scanner. Geometrical errors. 6) Carriers. Satellites and instruments. 7) Principles of remotely sensed data processing. 8) Interpretation of still images. 9) Radar analysis. 10) Principles of digital image processing. 11) Corrections and adjustation. 12) Image enhancement. 13) Classification (unsupervised, supervised, hybrid). Object-oriented classification. 14) Application of Remote Sensing

Conditions for subject completion

Full-time form (validity from: 2009/2010 Winter semester)

Task name	Type of task	Max. number of points (act. for subtasks)	Min. number of points	Max. počet pokusů
Graded exercises evaluation	Graded credit	100	51	3

Mandatory attendence participation: Continuous check of processing tasks during exercises.

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Conditions for subject completion and attendance at the exercises within ISP: The exercises are individual based on a semester project which has to be completed to the end of the exam period for the given semester.

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Occurrence in study plans

Academic year	Programme	Branch/spec.	Spec.	Form	Study language	Tut. centre	Year	Type of duty
2024/2025	(N0532A330041) Applied Geology			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2024/2025	(N0532A330041) Applied Geology			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2024/2025	(N0724A290003) Petroleum Engineering			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2024/2025	(N0724A290003) Petroleum Engineering			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2023/2024	(N0532A330041) Applied Geology			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2023/2024	(N0532A330041) Applied Geology			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2023/2024	(N0724A290003) Petroleum Engineering			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2023/2024	(N0724A290003) Petroleum Engineering			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2022/2023	(N0532A330041) Applied Geology			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2022/2023	(N0532A330041) Applied Geology			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2022/2023	(N0724A290003) Petroleum Engineering			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2022/2023	(N0724A290003) Petroleum Engineering			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2021/2022	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2021/2022	(N0724A290003) Petroleum Engineering			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2021/2022	(N0724A290003) Petroleum Engineering			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2020/2021	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2020/2021	(N0724A290003) Petroleum Engineering			K	Czech	Ostrava	1	Choice-compulsory type B	study plan
2020/2021	(N0724A290003) Petroleum Engineering			P	Czech	Ostrava	1	Choice-compulsory type B	study plan
2019/2020	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2018/2019	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2017/2018	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2016/2017	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2015/2016	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2014/2015	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2013/2014	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2013/2014	(N2110) Geological Engineering	(2101T003) Geological Engineering	(10) GI	K	Czech	Ostrava	1	Choice-compulsory	study plan
2012/2013	(N2110) Geological Engineering	(2101T003) Geological Engineering	(10) GI	K	Czech	Ostrava	1	Choice-compulsory	study plan
2012/2013	(N2110) Geological Engineering	(2101T003) Geological Engineering		K	Czech	Ostrava	1	Choice-compulsory	study plan
2011/2012	(N2110) Geological Engineering	(2101T003) Geological Engineering	(00) Geologické inženýrství	P	Czech	Ostrava	1	Choice-compulsory	study plan
2011/2012	(N2110) Geological Engineering	(2101T003) Geological Engineering	(00) Geologické inženýrství	K	Czech	Ostrava	1	Choice-compulsory	study plan
2011/2012	(N2110) Geological Engineering	(2101T003) Geological Engineering	(10) GI	K	Czech	Ostrava	1	Choice-compulsory	study plan
2011/2012	(N3908) Fire Protection and Industrial Safety	(3908T007) Safety and Security Planning		P	Czech	Ostrava	2	Choice-compulsory	study plan
2011/2012	(N3908) Fire Protection and Industrial Safety	(3908T007) Safety and Security Planning		K	Czech	Ostrava	2	Choice-compulsory	study plan
2010/2011	(N2110) Geological Engineering	(2101T003) Geological Engineering	(00) Geologické inženýrství	P	Czech	Ostrava	1	Choice-compulsory	study plan
2010/2011	(N2110) Geological Engineering	(2101T003) Geological Engineering	(00) Geologické inženýrství	K	Czech	Ostrava	1	Choice-compulsory	study plan
2010/2011	(N3908) Fire Protection and Industrial Safety	(3908T007) Safety and Security Planning		P	Czech	Ostrava	2	Choice-compulsory	study plan
2010/2011	(N3908) Fire Protection and Industrial Safety	(3908T007) Safety and Security Planning		K	Czech	Ostrava	2	Choice-compulsory	study plan
2009/2010	(N2110) Geological Engineering	(2101T003) Geological Engineering	(00) Geologické inženýrství	P	Czech	Ostrava	1	Choice-compulsory	study plan
2009/2010	(N2110) Geological Engineering	(2101T003) Geological Engineering	(00) Geologické inženýrství	K	Czech	Ostrava	1	Choice-compulsory	study plan

Occurrence in special blocks

Block name	Academic year	Form of study	Study language	Year	W	S	Type of block	Block owner

Assessment of instruction

2016/2017 Summer