Moses - Advanced Methods for Geospatial Analysis

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Module / Version:
#61438 / #1

Validity:
Seit WiSe 2020/21

Default display language:
English

Module title:
Advanced Methods for Geospatial Analysis

Credits:
6

Responsible person:
Kada, Martin

Grading:
benotet

Type of exam:
Mündliche Prüfung

Zugehörigkeit

Faculty:
Fakultät VI

Institute:
Institut für Geodäsie und Geoinformationstechnik

Area of expertise:
36331100 FG Methodik der Geoinformationstechnik

Prüfungsausschuss:
Geodesy and Geoinformation Science

Kontakt

Office:
H 12

Contact person:
No information

E-mail address:
martin.kada@tu-berlin.de

Website:
No information

Learning Outcomes

Students understand advanced concepts and methods for the management, processing, analysis, and visualization of geographical data. They are familiar with advanced data structures and algorithms, can apply them to solve geometric and topological problems, and have basic knowledge of spatial statistics. They can model probabilistic concepts for geospatial phenomena and implement them in an object-oriented programming environment (e.g. using Python).

Content

Geometric and topological data structures for 2D/3D geographical data, algorithm design paradigms in geospatial data processing (incremental, divide-and-conquer, plane sweep, etc.), spatial context, crusts and skeletons, Minkowski sums, spatial tessellations, triangulations, spatial arrangements, sorting and searching of geographical data, flow networks, maximum flow, minimum cut, bipartite matching, random fields, linear programming, simplex algorithm, interior-point methods, real-time rendering techniques for 2D/3D geo data, widely used topic-related programming libraries (e.g. for Python).

Module Components

Pflichtgruppe:

All Courses are mandatory.

Course Name	Type	Number	Cycle	Language	SWS	VZ
Advanced Methods for Geospatial Analysis	IV	3633 L 9077	WiSe/SoSe	No information	4

Workload and Credit Points

Advanced Methods for Geospatial Analysis (IV):

Workload description	Multiplier	Hours	Total
Präsenzzeit	15.0	4.0h	60.0h
Vor-/Nachbereitung	15.0	8.0h	120.0h
			180.0h(~6 LP)

The Workload of the module sums up to 180.0 Hours. Therefore the module contains 6 Credits.

Description of Teaching and Learning Methods

Lectures (50%) and exercises (50%).

Requirements for participation and examination

Desirable prerequisites for participation in the courses:

Successful completion of module Geoinformatics.

Mandatory requirements for the module test application:

This module has no requirements.

Module completion

Grading

graded

Type of exam

Oral exam

Language

English

Duration/Extent

30 Minutes

Duration of the Module

The following number of semesters is estimated for taking and completing the module:
1 Semester.

This module may be commenced in the following semesters:
Sommersemester.

Maximum Number of Participants

This module is not limited to a number of students.

Registration Procedures

No information.

Recommended literature
No recommended literature given

Assigned Degree Programs

Semester:

Zeige auch ausgelaufene Studiengänge und StuPOs

This module is used in the following Degree Programs (new System):

	Studiengang / StuPO	StuPOs	Verwendungen	Erste Verwendung	Letzte Verwendung
	Geodesy and Geoinformation Science (M. Sc.)	1	28	WiSe 2020/21	SoSe 2024

Students of other degrees can participate in this module without capacity testing.

Miscellaneous

No information

Advanced Methods for Geospatial Analysis