MACS 401: Earth and Ocean Data Analysis

Marine & Coastal Science · 4 credits

Large and complex data sets are ubiquitous features of Earth and Marine Science investigations. This course will focus on practicing data analysis strategies in order to utilize observational or simulated digital data for use in studying the marine environment. Students will become familiar with different ways to access and manage data sets and practice workflows including reading digital datasets, performing analysis operations from very simple (e.g. simple statistical analysis) to complex (e.g. advanced regression and time series spectral analysis), and visualizing complex datasets through plotting and mapping for georeferenced data.

Offered in 2 of the 26 listed terms (Winter 2023 to Fall 2026).

Catalog entry Browse Classes Textbooks (WWU Bookstore)

Prerequisites

(PHYS 161 or HNRS 211) and (MATH 125 or MATH 135 or MATH 138)

Prerequisite tree

Each course's own prerequisites, down to the first courses in the chain.

PHYS 161 Physics with Calculus I
requires MATH 124 or MATH 134 or MATH 138 or Calculus AB AP Exam (AP66), score 3 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 3
- MATH 124 Calculus and Analytic Geometry I
  requires MPT - Advanced - Scaled Score, score 153 or MATH 115 or MATH 118 or Precalculus AP Exam (AP65), score 5 or Calculus BC AP Exam (AP68), score 3 or Calculus AB AP Exam (AP66), score 2 or Calc AB Subscore AP Exm (AP69), score 2 or Pre-Calculus 2 (PC2), score 2.30 or ALEKS Math Placement Assessmnt, score 80
  - MATH 115 Precalculus II
    requires MATH 114 or Precalculus AP Exam (AP65), score 4 or ALEKS Math Placement Assessmnt, score 65
    - MATH 114 Precalculus I
      requires MPT General - Scaled Score, score 153 or MPT - Advanced - Scaled Score, score 143 or ALEKS Math Placement Assessmnt, score 55 or MATH 112 or Precalculus AP Exam (AP65), score 3 or College Algebra (CA), score 1.70 or Pre-Calculus 1 (PC1), score 1.70
      - MATH 112 Functions and Algebraic Methods
        requires MPT - Advanced - Scaled Score, score 143 or MATH 099 (minimum grade YP) or College Algebra (CA), score 1.70 or Intermediate Algebra (IA), score 1.70 or MPT General - Scaled Score, score 148 or ALEKS Math Placement Assessmnt, score 35 or Precalculus AP Exam (AP65), score 2 or MATH 197C (minimum grade S) or MATH 109 (minimum grade S)
        MATH 099 Introductory Algebra
        requires ALEKS Math Placement Assessmnt, score 1
        MATH 197C Support Topics for Functions and Algebraic Methods
        requires ALEKS Math Placement Assessmnt, score 30
        MATH 109 Support for Functions and Algebraic Methods
        requires ALEKS Math Placement Assessmnt, score 30
  - MATH 118 Accelerated Precalculus
    requires MPT General - Scaled Score, score 158 or MPT - Advanced - Scaled Score, score 149 or Precalculus AP Exam (AP65), score 4 or Calculus AB AP Exam (AP66), score 2 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 2 or ALEKS Math Placement Assessmnt, score 70
- MATH 134 Calculus I Honors
  requires MATH 115 (minimum grade A) or MATH 118 (minimum grade A) or Math Placement - Advanced 2, score 20 or Precalculus AP Exam (AP65), score 5
  - MATH 115 Precalculus II (shown above)
  - MATH 118 Accelerated Precalculus (shown above)
- MATH 138 Accelerated Calculus
  requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)
HNRS 211 Colloquium in Physics
requires MATH 124 or MATH 134 or MATH 138 or Calculus AB AP Exam (AP66), score 3 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 3
- MATH 124 Calculus and Analytic Geometry I (shown above)
- MATH 134 Calculus I Honors (shown above)
- MATH 138 Accelerated Calculus (shown above)
MATH 125 Calculus and Analytic Geometry II
requires MATH 124 or MATH 134 or Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4
- MATH 124 Calculus and Analytic Geometry I (shown above)
- MATH 134 Calculus I Honors (shown above)
MATH 135 Calculus II Honors
MATH 138 Accelerated Calculus
requires Calculus AB AP Exam (AP66), score 4 or Calculus BC AP Exam (AP68), score 3 or Calc AB Subscore AP Exm (AP69), score 4 or (Calculus BC AP Exam (AP68), score 2 and Calc AB Subscore AP Exm (AP69), score 3)

From Banner's catalog for Spring 2027. Banner lists only the requisites it enforces, so check the catalog entry too.

Required by (1)

MACS 421

What it leads to

Courses that list it as a prerequisite, then the courses that list those, 2 levels deep.

MACS 421 Waves and Tides

Syllabi and course websites

None listed yet.

Suggest a syllabus link

Instructors

Instructor	Sections	Terms
Roland, Emily	2	Winter 2023 to Fall 2026

Every offering in the listed terms (2 sections)

Term	Sec	CRN	Type	Meets	Instructor	Enrolled	Delivery
Fall 2026	0	43691	Lecture	TR 1:00pm-2:50pm · IS 410	Roland, Emily	15/15	Face to Face Instruction
Winter 2023	0	13642	Lecture	TR 1:00pm-2:50pm · IS 410	Roland, Emily	12/15	Face to Face Instruction