EAE5069 3D data analytics, geological and resource modelling
Faculty of Science
EAE5069 3D data analytics, geological and resource modelling is a level 5, 6-credit-point, postgraduate unit from the Faculty of Science, offered in 2021 in Semester 1 at Clayton. It has no prerequisites.
- Credit points
- 6
- Offered in 2021
- Semester 1
- Clayton
- Assessment
- No exam
- 2 tasks
This is the 2021 handbook entry. See the 2027 entry.
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Requisites
Before EAE5069
No prerequisites or corequisites besides the enrolment rules below.
After EAE5069
No unit lists EAE5069 as a prerequisite in the 2021 handbook.
Equivalent units
The same content under another code. Only one of them counts.
Overview
The unit aims to teach the skills required to visualise and analyse (multivariate statistics) geological, geochemical and geophysical data in 3D, build 3D geological models, build property models (similar to resource estimation) and visualise and extract information from digital outcrop models. The units will expose you to industry-standard software packages such as R, Orange, Gocad, Leapfrog Geo, Geomodeller, Geoscience Analyst.
Offerings in 2021
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Clayton | Block on |
Assessment
- Practical assessment60%
- Ongoing practical40%
Learning outcomes
When you finish this unit, you should be able to:
- 1
Import and visualise exploration data in industry-standard 3D modelling packages (LeapFrog Geo, Gocad, Geomodeller, Geoscience Analyst)
- 2
Analyse assays and geochemical data using deep learning methods (multivariate statistics) in R and/or Orange
- 3
Understand the concept of implicit modelling
- 4
Build 3D geological models
- 5
Perform geologically constrained interpolation of data and indicator data (derived from classification through deep learning).
Workload and teaching
- Teaching approachProblem-based learning
- 1.5-hours of lectures
- 3-hours of practical's and
- 1.5-hours of independent study per week
Where it fits
EAE5069 is part of 1 area of study in the 2021 handbook.
Contacts
- Unit Coordinators
- Dr Laurent Ailleres
Common questions
What are the prerequisites for EAE5069?
EAE5069 has no prerequisites, but enrolment rules apply.
When is EAE5069 offered?
In 2021, EAE5069 runs in Semester 1 at Clayton.
Does EAE5069 have an exam?
No. EAE5069 has 2 assessment tasks and no exam.
Which majors and minors include EAE5069?
EAE5069 is part of Earth science.