Geospatial Computer Science

Absolwenci kierunku Geoinformacja są specjalistami posiadającymi umiejętności z zakresu rozwiązywania zadań analitycznych i technologicznych wymagających wiedzy z zakresu geodezji, kartografii, teledetekcji i inżynierii środowiska połączonej z umiejętnościami informatycznymi umożliwiającymi tworzenie nowych zastosowań geoinformacji. Absolwent kierunku „Geoinformacja” jest przygotowany do pracy w przedsiębiorstwach oraz instytucjach działających w sektorze informatyki, geodezji i kartografii, ochrony lub inżynierii środowiska, które zajmują się tworzeniem, zbieraniem, przetwarzaniem, zarządzaniem i udostępnianiem informacji, w tym informacji powiązanej z przestrzenią. Mogą to być m.in. przedsiębiorstwa wykorzystujące geoinformację, szczególnie w sektorach gospodarki związanej np. z planowaniem przestrzennym, zarządzaniem kryzysowym, geomarketingiem, telekomunikacją, energetyką, budownictwem, logistyką i transportem, ochroną środowiska, geologią, meteorologią i klimatologią i hydrologią. Dalsze kształcenie jest możliwe na studiach II stopnia stacjonarnych lub niestacjonarnych na Wydziale Geodezji Górniczej i Inżynierii Środowiska. Ponadto na kilku wyższych uczelniach w Polsce istnieją pokrewne kierunki studiów.

Opiekun kierunku: dr hab. inż. Krystian Kozioł, prof. AGH

Zobacz pełny opis kierunku

Program ustalony Uchwałą Senatu nr 79/2019 z dnia 29 maja 2019 r.

Winter semester, 2022/2023

Course	Number of hours	ECTS credits	Form of verification
Physical Education 1	Physical education classes: 30	-	Completing the classes	O
Scripting data analysis	Laboratory classes: 10 Project classes: 20	2	Completing the classes	O
Mathematical analysis I	Lectures: 30 Auditorium classes: 30	6	Exam	O
Fundamentals of Law	Lectures: 30	2	Completing the classes	O
Algebra	Lectures: 30 Auditorium classes: 30	6	Exam	O
CAD technology	Laboratory classes: 30	2	Completing the classes	O
Fundamentals of Spatial Information Systems	Lectures: 15 Project classes: 30	3	Completing the classes	O
Fundamentals of Earth Sciences I	Lectures: 30 Laboratory classes: 15 Project classes: 15	5	Exam	O
Basics of computer science and programming	Lectures: 15 Laboratory classes: 30	5	Exam	O
Sum	390	31

Summer semester, 2022/2023

Course	Number of hours	ECTS credits	Form of verification
Fundamentals of civil engineering	Lectures: 30 Project classes: 30	5	Exam	O
3D Data Reference Systems	Lectures: 15 Project classes: 15	2	Completing the classes	O
Database	Lectures: 15 Laboratory classes: 20 Project classes: 20	4	Completing the classes	O
Mathematical analysis II	Lectures: 30 Auditorium classes: 30	6	Exam	O
Data algorithms and structures	Lectures: 30 Laboratory classes: 30	6	Exam	O
Physical Education 2	Control and transitional thesis: 15	-	Completing the classes	O
Self-presentation and Social Communication	Lectures: 15	1	Completing the classes	O
Fundamentals of Earth Sciences II	Lectures: 30 Project classes: 30	5	Exam	O
Foreign Language	Foreign language classes: 30	-	Completing the classes	O
Zasady wyboru: Student wybiera jeden moduł z listy
English B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 1/3	Foreign language classes: 30	-	Completing the classes	W
German B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 1/3	Foreign language classes: 30	-	Completing the classes	W
Russian B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 1/3	Foreign language classes: 30	-	Completing the classes	W
Spanish B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 1/3	Foreign language classes: 30	-	Completing the classes	W
French B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 1/3	Foreign language classes: 30	-	Completing the classes	W
Sum	385	29

Winter semester, 2023/2024

Course	Number of hours	ECTS credits	Form of verification
Protection of intellectual property	Lectures: 15	1	Completing the classes	O
Cartographic modelling and geovisualization	Lectures: 15 Project classes: 30	3	Completing the classes	O
Object-oriented Programming	Lectures: 15 Laboratory classes: 45	6	Exam	O
Spatial Data Infrastructure	Lectures: 30 Laboratory classes: 30	5	Exam	O
Models and statistical methods	Lectures: 15 Project classes: 30	4	Exam	O
Physics I	Lectures: 30 Auditorium classes: 30	6	Exam	O
Physical Education 3	Control and transitional thesis: 15	-	Completing the classes	O
Methodology of Environmental Research and Analysis	Lectures: 15 Laboratory classes: 15 Project classes: 15	3	Completing the classes	O
Foreign Language	Foreign language classes: 45	-	Completing the classes	O
Zasady wyboru: Student wybiera jeden moduł z listy
Russian B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 2/3	Foreign language classes: 45	-	Completing the classes	W
English B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 2/3	Foreign language classes: 45	-	Completing the classes	W
French B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 2/3	Foreign language classes: 45	-	Completing the classes	W
Spanish B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 2/3	Foreign language classes: 45	-	Completing the classes	W
German B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 2/3	Foreign language classes: 45	-	Completing the classes	W
Sum	390	28

Summer semester, 2023/2024

Course	Number of hours	ECTS credits	Form of verification
Physics II	Lectures: 30 Auditorium classes: 15 Laboratory classes: 15	6	Exam	O
Fundamentals of computational and numerical methods	Lectures: 15 Laboratory classes: 15 Project classes: 15	3	Completing the classes	O
Vector Based Spatial Analysis	Lectures: 15 Project classes: 30	3	Completing the classes	O
Raster GIS analysis	Lectures: 15 Project classes: 30	3	Completing the classes	O
Fundamentals of geostatistics and artificial intelligence methods	Lectures: 20 Laboratory classes: 30 Project classes: 15	6	Exam	O
Environmental Data Processing	Lectures: 15 Project classes: 30	3	Completing the classes	O
Technologies for acquiring spatial data	Lectures: 15 Project classes: 30	3	Completing the classes	O
Foreign Language	Foreign language classes: 60	5	Exam	O
Zasady wyboru: Student wybiera jeden moduł z listy
Spanish B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 3/3	Foreign language classes: 60	5	Exam	W
English B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 3/3	Foreign language classes: 60	5	Exam	W
German B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 3/3	Foreign language classes: 60	5	Exam	W
French B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 3/3	Foreign language classes: 60	5	Exam	W
Russian B2 course - compulsory course of 135 hours for students of FIRST-CYCLE studies - semester 3/3	Foreign language classes: 60	5	Exam	W
Sum	410	32

Winter semester, 2024/2025

Course	Number of hours	ECTS credits	Form of verification
Remote Sensing with Digital Signal Processing	Lectures: 30 Laboratory classes: 30 Project classes: 15	6	Exam	O
Environmental Information Resources	Lectures: 15 Project classes: 30	3	Completing the classes	O
Building Information Modeling technology	Lectures: 15 Laboratory classes: 30	4	Exam	O
Photogrammetry	Lectures: 15 Laboratory classes: 30	4	Exam	O
Block of elective modules - 5th semester	Lectures: 45 Project classes: 135	12	Completing the classes	O
Zasady wyboru: Student wybiera jeden z poniższych bloków modułów
Blok modułów z zakresu planowania i projektowania przestrzennego	Lectures: 45 Project classes: 135	12	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Inventory and Estimation Methods of Emission	Lectures: 15 Project classes: 45	4	Completing the classes	W
Spatial planning and real estate management	Lectures: 15 Project classes: 45	4	Completing the classes	W
Computer-aided methods for designing infrastructure objects	Lectures: 15 Project classes: 45	4	Completing the classes	W
Blok modułów z zakresu obiektów infrastrukturalnych	Lectures: 45 Project classes: 135	12	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Linear Objects of Technical Infrastructure	Lectures: 15 Project classes: 45	4	Completing the classes	W
Cadastral data processing and sharing	Lectures: 15 Project classes: 45	4	Completing the classes	W
Infrastructural engineering objects	Lectures: 15 Project classes: 45	4	Completing the classes	W
Sum	390	29

Summer semester, 2024/2025

Course	Number of hours	ECTS credits	Form of verification
Mathematical Modeling in Heat Engineering	Lectures: 15 Project classes: 15	2	Completing the classes	O
Nonparametric modeling of 3D objects	Lectures: 15 Project classes: 30	4	Exam	O
Basics of economics and management	Lectures: 15 Project classes: 15	2	Completing the classes	O
Work experience internship	Practical placement: 0	4	Completing the classes	O
Block of elective foreign language modules	Lectures: 15 Project classes: 15	3	Completing the classes	O
Zasady wyboru: Student wybiera 1 moduł z listy.
Use of Infrared thermography (IRT) in monitoring thermal hazards	Lectures: 15 Project classes: 15	3	Completing the classes	W
Basic Linear Geostatistics	Lectures: 15 Project classes: 15	3	Completing the classes	W
Global Environmental Models	Lectures: 15 Project classes: 15	3	Completing the classes	W
Geographic Information Systems	Lectures: 15 Project classes: 15	3	Completing the classes	W
Digital image processing	Lectures: 15 Project classes: 15	3	Completing the classes	W
Land administration and sustainable development	Lectures: 15 Project classes: 15	3	Completing the classes	W
Block of elective modules in the field of GIS programming	Lectures: 15 Project classes: 30	4	Exam	O
Zasady wyboru: Student wybiera 1 moduł z listy.
Automatyzacja i programowanie w GIS	Lectures: 15 Project classes: 30	4	Exam	W
Analyzing of objects geometry using digital images	Lectures: 15 Project classes: 30	4	Exam	W
Application design for GIS	Lectures: 15 Project classes: 30	4	Exam	W
Smart M.App – designing	Lectures: 15 Project classes: 30	4	Exam	W
Block of elective modules - 6th semester	Lectures: 45 Project classes: 135	12	Completing the classes	O
Zasady wyboru: Student wybiera jeden z poniższych bloków modułów
Block of modules in the field of GIS	Lectures: 45 Project classes: 135	12	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Mobile GIS	Lectures: 15 Project classes: 45	4	Completing the classes	W
Spatial decision support systems	Lectures: 15 Project classes: 45	4	Completing the classes	W
Mining Geomatics (GIS)	Lectures: 15 Project classes: 45	4	Completing the classes	W
Block of modules in the field of data processing	Lectures: 45 Project classes: 135	12	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Data processing from mobile measuring systems	Lectures: 15 Project classes: 45	4	Completing the classes	W
Laser scanning and point cloud modelling	Lectures: 15 Project classes: 45	4	Completing the classes	W
Numerical processing of GNSS observations	Lectures: 15 Project classes: 45	4	Completing the classes	W
Sum	360	31

Winter semester, 2025/2026

Course	Number of hours	ECTS credits	Form of verification
Block of elective modules - 7th semester	Lectures: 75 Project classes: 135	14	Completing the classes	O
Zasady wyboru: Student wybiera dwa z poniższych bloków modułów
Block of modules in the field of geoinformation in industrial areas	Lectures: 30 Project classes: 75	7	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Natural disaster information management	Lectures: 15 Project classes: 30	3	Completing the classes	W
Algorithms for evaluation of safety of industrial objects at risks of deformation	Lectures: 15 Project classes: 45	4	Completing the classes	W
Block of modules in the field of environmental information modeling	Lectures: 45 Project classes: 60	7	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Introduction to Modeling of Air Pollutant Dispersion	Lectures: 15 Project classes: 15	2	Completing the classes	W
GIS 4D	Lectures: 15 Project classes: 30	3	Completing the classes	W
Introduction to modelling of water quality and quantity	Lectures: 15 Project classes: 15	2	Completing the classes	W
Block of modules in the field of geoinformation in urbanized areas	Lectures: 45 Project classes: 60	7	Completing the classes	W
Zasady wyboru: Student, wybierając blok, wybiera wszystkie jego moduły
Urban Geoinformation Modeling	Lectures: 15 Project classes: 15	2	Completing the classes	W
Archive spatial data	Lectures: 15 Project classes: 15	2	Completing the classes	W
Multiple Representation Databases for Urban Areas	Lectures: 15 Project classes: 30	3	Completing the classes	W
Projekt dyplomowa	Diploma Thesis: 0	15	Completing the classes	O
Diploma Seminar	Seminars: 15	1	Completing the classes	O
Sum	225	30