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 opetusohjelma 2017–2018
Selaat vanhentunutta opetusohjelmaa. Voimassa olevan opetusohjelman löydät täältä.
GMAA4730 Practical image analysis in Quaternary paleolimnology 2 ECTS
Period I Period II Period III Period IV
Language of instruction
Type or level of studies
Advanced studies
Course unit descriptions in the curriculum
Geologian tutkinto-ohjelma (FM)
Department of Geography and Geology

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.

General description

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

Teacher responsible

Timo Saarinen


Obligatory demonstration lecture
Tue 13-Mar-2018 at 12-14, Geohouse, 205
Independent work


Numeric 0-5.

Evaluation criteria

based on reporting

Further information

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