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#30738 / #7

SoSe 2024 - SoSe 2025

English

Modeling of Environmental Systems

12

Hellweger, Ferdinand Leberecht

Benotet

Portfolioprüfung

English

Zugehörigkeit


Fakultät III

Institut für Technischen Umweltschutz

33331300 FG Wasserreinhaltung

MSc Technischer Umweltschutz

Kontakt


KF 4

Lemke, Frederik

ferdi.hellweger@tu-berlin.de

Keine Angabe

Lernergebnisse

Surfacewater Quality Modeling (SQM) After the successful completion of the module the students: Understand the mechanisms underlying phytoplankton ecology in surface waters, including transport growth and death, and toxin production; and can represent them quantitatively using mathematical modeling. - Understand basic eutrophication processes - Understand the modeling process, including selecting the optimal model and complexity, calibrating to field observations, applying and documenting/presenting the model - Can set up and solve differential mass balance equations using various techniques - Master basic principles of eutrophication modeling in lakes, rivers and estuaries - Have experience in setting up and applying off-the-shelf water quality modeling programs The module´ s qualification profile is: 40% knowledge and understanding, 20% development and design, 20% research and evaluation, 20% application in practice Agent-based modeling (ABM) The students: - have understanding of basic principles of ABM and other modeling methods (e.g. differential equation), available software, computational strategies (e.g. up-scaling, agent accounting), model development, model calibration and testing, and model application. - have experience in independently designing, implementing and applying an ABM. The module´ s qualification profile is: 40% knowledge and understanding, 20% development and design, 20% research and evaluation, 20% application in practice

Lehrinhalte

Surfacewater Quality Modeling (SQM) The following topics will be covered: • Basic mechanisms through which environmental water quality becomes degraded by nutrients (eutrophication). • Transport processes in rivers, lakes and estuaries. • Kinetic processes governing phytoplankton ecology, including photosynthesis, respiration, grazing and others, and their mathematical description. • Mass balance equations and their analytical and numerical solutions. • Setup and parameterization of models for surface water systems. • Advanced topics: cyanotoxins, climate change, management. Agent-based modeling (ABM) -- IV: Introduction and motivation of ABM, basic principles, comparison to other methods (e.g. differential equation), available software, computational strategies (e.g. up-scaling, agent accounting), model development, model calibration and testing, and model application. - UE: Hands on exercises using NetLogo

Modulbestandteile

Compulsory area

Die folgenden Veranstaltungen sind für das Modul obligatorisch:

LehrveranstaltungenArtNummerTurnusSpracheSWS ISIS VVZ
Agent-based modeling (ABM)UE0333 L 671WiSeen2
Agent-based modeling (ABM)IV0333 L 670WiSeen2
Surfacewater Quality modelingUE0333 L 621SoSeen2
Surfacewater Quality modelingIV0333 L 620SoSeen2

Arbeitsaufwand und Leistungspunkte

Agent-based modeling (ABM) (UE):

AufwandbeschreibungMultiplikatorStundenGesamt
Attendance15.02.0h30.0h
Pre/post processing15.03.0h45.0h
75.0h(~3 LP)

Agent-based modeling (ABM) (IV):

AufwandbeschreibungMultiplikatorStundenGesamt
Attendance15.02.0h30.0h
Pre/post processing15.02.0h30.0h
60.0h(~2 LP)

Surfacewater Quality modeling (UE):

AufwandbeschreibungMultiplikatorStundenGesamt
Attendance15.02.0h30.0h
Pre/post processing15.03.0h45.0h
75.0h(~3 LP)

Surfacewater Quality modeling (IV):

AufwandbeschreibungMultiplikatorStundenGesamt
Attendance15.02.0h30.0h
Pre/post processing15.02.0h30.0h
60.0h(~2 LP)

Lehrveranstaltungsunabhängiger Aufwand:

AufwandbeschreibungMultiplikatorStundenGesamt
exam preparation1.090.0h90.0h
90.0h(~3 LP)
Der Aufwand des Moduls summiert sich zu 360.0 Stunden. Damit umfasst das Modul 12 Leistungspunkte.

Beschreibung der Lehr- und Lernformen

Surfacewater Quality Modeling (SQM) This module utilizes IV (lectures and discussions) and UE (problem solving) teaching methods. Agent-based modeling (ABM) This module utilizes IV (lectures and discussions) and PR (project and lab) teaching methods. In the PR the students design, implement and apply a NetLogo ABM to a problem of their choice.

Voraussetzungen für die Teilnahme / Prüfung

Wünschenswerte Voraussetzungen für die Teilnahme an den Lehrveranstaltungen:

none

Verpflichtende Voraussetzungen für die Modulprüfungsanmeldung:

Dieses Modul hat keine Prüfungsvoraussetzungen.

Abschluss des Moduls

Benotung

Benotet

Prüfungsform

Portfolio examination

Art der Portfolioprüfung

100 Punkte insgesamt

Sprache(n)

English

Prüfungselemente

NamePunkteKategorieDauer/Umfang
SQM: Homework10mündlich10 homeworks
SQM: mid-term exam12schriftlich60 min.
SQM: Term project presentation18schriftlichca 12 min
SQM: Term project report10schriftlich10 pages
ABM: Homework17schriftlichca 1/week
ABM: mid-term exam23flexibel60 min
ABM: Term project10schriftlich10 pages + oral presentation

Notenschlüssel

Notenschlüssel »Notenschlüssel 6: Fak III (2)«

Gesamtpunktzahl1.01.31.72.02.32.73.03.33.74.0
100.0pt90.0pt85.0pt80.0pt75.0pt70.0pt66.0pt62.0pt58.0pt54.0pt50.0pt

Prüfungsbeschreibung (Abschluss des Moduls)

Portfolio examination Each part will be graded individually using a grading rubric and can have a maximum of 100 points. The points will be weighted based on the following and then added.

Dauer des Moduls

Für Belegung und Abschluss des Moduls ist folgende Semesteranzahl veranschlagt:
2 Semester.

Dieses Modul kann in folgenden Semestern begonnen werden:
Winter- und Sommersemester.

Maximale teilnehmende Personen

Dieses Modul ist nicht auf eine Anzahl Studierender begrenzt.

Anmeldeformalitäten

The registration for the exam is done via MTS.

Literaturhinweise, Skripte

Skript in Papierform

Verfügbarkeit:  nicht verfügbar

 

Skript in elektronischer Form

Verfügbarkeit:  nicht verfügbar

 

Literatur

Empfohlene Literatur
ABM: "Agent-Based Models (Quantitative Applications in the Social Sciences)" by Nigel Gilbert
ABM: "Cities and Complexity: Understanding Cities with Cellular Automata, Agent-Based Models, and Fractals" by Michael Batty
ABM: "Individual-based Modeling and Ecology" by Volker Grimm and Steven F. Railsback
ABM: "Managing Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation" by Michael J. North and Charles M. Macal
ABM: "NetLogo User Manual" by Uri Wilensky (2015), http://ccl.northwestern.edu/netlogo/docs/
ABM: "The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration" by Robert Axelrod
ABM: Individual-based Models and Approaches in Ecology" by Donald L. DeAngelis and Louis J. Gross, Editors
SQM: Environmental Modeling by Jerry L. Schnoor, 1996, John Wiley, New York
SQM: Principles of Surface Water Quality Modeling and Control by Robert V. Thomann and John A. Mueller, 1987, HarperCollins, New York
SQM: Surface Water-Quality Modeling by Steven C. Chapra, 2008, Waveland Pr Inc, ISBN-10: 1577666054, ISBN-13: 978-1577666059
ABM: "Agent-based and Individual-based Modeling: A Practical Introduction" by Railsback and Grimm (2012)

Zugeordnete Studiengänge


Diese Modulversion wird in folgenden Studiengängen verwendet:

Studiengang / StuPOStuPOsVerwendungenErste VerwendungLetzte Verwendung
Technischer Umweltschutz (M. Sc.)13SoSe 2024SoSe 2025

Sonstiges

Keine Angabe