Uusi opinto-opas (sisältäen myös opetusohjelmat) lukuvuodelle 2018-2019 sijaitsee osoitteessa https://opas.peppi.utu.fi . Tältä sivustolta löytyvät enää vanhat opinto-oppaat ja opetusohjelmat.

The new study guide (incl. teaching schedules) for academic year 2018-2019 can be found at https://studyguide.utu.fi. This site contains only previous years' guides.

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Arkistoitu opetussuunnitelma 2014–2016
Selaamasi opetussuunnitelma ei ole enää voimassa. Tarkista tiedot voimassa olevasta opetussuunnitelmasta.
GMAA4730 Practical image analysis in Quaternary paleolimnology 2 op
Organised by
Quaternary Geology
Person in charge
Professor Timo Saarinen

Learning outcomes

The aim of the course is learn basic of what kind of qualitative information is possible to obtain images using computer programs. The working environment is WorkMates in this course.


The student makes 5-7 practical image analysis and image processing excersices using some freeware image analysis programs such as ImageJ.

Teaching methods

2h demonstration lecture (obligatory) and idividual work: 5-7 practical computer task with 2-3 pages long reports of each task

Modes of study

Individual work, reporting of the work

Evaluation and evaluation criteria

Numeric 0-5.
based on reporting

Belongs to following study modules

Maantieteen ja geologian laitos
Archived Teaching Schedule. Please refer to current Teaching Shedule.
Maantieteen ja geologian laitos
Development Studies