Data Analysis in Meteorology and Oceanography

Study facts

Course codeGEOF210
ECTS credits10
Teaching semesterSpring
Number of semesters1
Teaching language
English, Norwegian if only Norwegian students.
Study levelPostgraduate Courses
Resources
Belongs toGeophysical Institute

Contact

Contact Information

studierettleiar@gfi.uib.no

Objectives and Content

The course provides a basic introduction to the statistical methods commonly applied in oceanography and meteorology. This includes descriptive statistic, hypothesis testing, and probability distribution. The course will further contain frequency analysis and filtering of time series, and methods for identifying spatial coherences such as linear regressions, correlation analysis, and empirical orthogonal functions. The theory will be applied on geophysical problems.

Learning Outcomes

By the completion of the subject, the student should be able to:

- repare and systemize observational and model data for statistical analysis

- timate basic statistical properties

- perform hypothesis testing

- determine the frequency spectrum of a time series

- deduce the spatial structure of data

- synthesize the result of analyzes in a scientific report

Semester of Instruction

Autumn 2014. From spring 2015 this course will only be taught in the spring semester.

Semester of Instruction

Spring

Required Previous Knowledge

Background in meteorology and/or oceanography; basic training in statistics.

Compulsory Assignments and Attendance

Project thesis

Forms of Assessment

The project thesis must be passed in order to take the exam. The final exam, written four hours. If less than 10 students are registered, there might be a oral exam. No auxiliary material allowed for the exam.

Grading Scale

The grading scale used is A to F. Grade A is the highest passing grade in the grading scale, grade F is a fail.