Jump to Lecture Materials

Instructor:
Prof. Katja Fennel (katja.fennel@dal.ca)
Office: LSC Oceanography #2635
Phone: 902 494 4526
Office hours: Mondays 12:30 to 1:30 (e-mail for appointment)

Teaching Assistant:
Fabian Grosse
(fabian.grosse@dal.ca)
Office: LSC Oceanography #2621
Office hours: By appointment

Course Times and Locations:

Course Objectives: This course is designed to introduce a variety of modeling techniques useful in oceanography and the natural sciences in general. The main objective is to provide an overview of a range of techniques, rather than exhaustive and in depth discussion of any particular technique. The approach is to introduce techniques, discuss their assumptions and limitations, and apply them to simple problems in oceanography and earth sciences. This is accomplished by a combination of lectures and labs. At the end of this course, students should have an understanding of various modeling approaches and their applicability; as a result, they will be better placed to both carry out their own research, and to critically evaluate the literature. A series of more or less independent modules will be presented, each of which will include an introduction to a particular technique, some examples, and an assignment in which the student will have the opportunity to apply the techniques to simple problems.

Course Assessment: Grades for the course will be assigned based on performance on 2 assignments (15% each), two quizzes (20%), a term project, which will be presented orally and in written form (40%), and class participation (10%).

Schedule:

Day Date Time Location Lecture/Lab Instructor
Monday 07-Jan 11:35am – 12:25pm Kenneth Rowe 3080

Introduction

Materials: Animation, slides, handout

Fennel
Tuesday 08-Jan 3:35pm – 4:25pm Riley room

Measurement Theory & Errors

 

Fennel
Thursday 10-Jan 3:35pm – 4:25pm Riley room

Errors continued

Materials: slides, handout

Fennel
Monday 14-Jan 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 15-Jan 3:35pm – 4:25pm Kenneth Rowe 3080 Lab Grosse
Thursday 17-Jan no lecture      
Monday 21-Jan 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 22-Jan 3:35pm – 4:25pm Riley room Linear Algebra Refresher, Population Dynamics Fennel
Thursday 24-Jan 2:35pm – 4:25pm (!) double lecture Riley room

Population Dynamics continued

Materials: slides, handout

Fennel
Monday 28-Jan 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 29-Jan 3:35pm – 4:25pm Riley room More Linear Algebra & Population Dynamics Fennel
Thursday 31-Jan 3:35pm – 4:25pm Riley room

Eigenanalysis & Population Dynamics

Materials: slides, handout

Fennel
Monday 4-Feb 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 5-Feb 3:35pm – 4:25pm Riley room Linear Regression Fennel
Thursday 7-Feb 3:35pm – 4:25pm Riley room

More Linear Regression

Materials: slides, handout

Fennel
Monday 11-Feb 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 12-Feb 3:35pm – 4:25pm Riley room

General Linear Regression

Materials: slides, handout

Fennel
Thursday 14-Feb 3:35pm – 4:25pm Riley room SVD Fennel
Monday 25-Feb 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 26-Feb 3:35pm – 4:25pm Riley room

General Linear Regression

Materials: slides, handout

Fennel
Thursday 28-Feb 3:35pm – 4:25pm Riley room Recap Fennel
Monday 4-Mar 11:35am – 12:25pm Kenneth Rowe 3080 Snow closure  
Tuesday 5-Mar 3:35pm – 4:25pm Riley room

Multivariate data

Materials: slides, handout

Fennel
Thursday 7-Mar 3:35pm – 4:25pm Riley room Cluster Analysis Fennel
Monday 11-Mar 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 12-Mar 3:35pm – 4:25pm Riley room

PCA and EOF analysis

Materials: slides, handout

Fennel
Thursday 14-Mar 3:35pm – 4:25pm Riley room PCA and EOF analysis Fennel
Monday 18-Mar 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 19-Mar 3:35pm – 4:25pm Riley room EOF discussion Fennel
Thursday 21-Mar 3:35pm – 4:25pm Riley room

Error Propagation

Materials: slides, handouts

Fennel
Monday 25-Mar 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Tuesday 26-Mar 3:35pm – 4:25pm Riley room

Finite Difference Techniques

Materials: slides, handouts

Fennel
Thursday 28-Mar 3:35pm – 4:25pm Riley room

Finite Difference Techniques continued

Materials: slides, handout

Fennel
Monday 1-Apr 11:35am – 12:25pm Kenneth Rowe 3080 Lab Grosse
Monday 15-Apr 3:00pm – 4:30pm Riley room Final project presentations Fennel/Grosse

 

Lecture and Lab Materials (password protected):

Lecture materials are located: here

Lab materials are located: here