C&ENVENG 7064 - Non-Stationarity, Selection & Recoverability
North Terrace Campus - Winter - 2015
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General Course Information
Course Details
Course Code C&ENVENG 7064 Course Non-Stationarity, Selection & Recoverability Coordinating Unit School of Civil, Environmental & Mining Eng Term Winter Level Postgraduate Coursework Location/s North Terrace Campus Units 3 Contact Block teaching, 9-5, Mon-Fri, one week only Available for Study Abroad and Exchange N Assumed Knowledge C&ENVENG 7043, C&ENVENG 7056 & STATS 7061 Restrictions Available to M Geostatistic students only Course Description There are two major components in this course.
(1) Non-stationarity: Introduction to the concept of drift (trend) by way of geological examples. Definitions of the various forms of stationarity (in a statistical sense). Simple ways of dealing with non-stationary variables. Detailed case study to illustrate the assessment and quantification of non-stationarity. Universal kriging and universal kriging variances. Intrinsic Random Functions and generalised covariances. Statistical tests for constant mean of a spatial variable - the D-statistic and the global D-statistic.
(2) Selection & Recoverability: This component is essentially a study of scale effects. The applications are to mineral resources and environmental contamination (ground) but, depending on the chosen specialisations, can be expanded to all other applications. The emphasis is on conceptual approaches to simple applications leading to simple spatial statistical methods to predict the effects of changing scale - e.g. predicting the distributions of grade values of large blocks from the grade values of sample volumes. The information effect and the support effect - concepts, quantification and practical consequences. Parametric formulation of the change of scale. The affine correction. Local and global corrections for scale effects.Course Staff
Course Coordinator: Professor Peter Dowd
Course Timetable
The full timetable of all activities for this course can be accessed from Course Planner.
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Learning Outcomes
Course Learning Outcomes
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Learning & Teaching Activities
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Assessment
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Submission
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Course Grading
Grades for your performance in this course will be awarded in accordance with the following scheme:
M10 (Coursework Mark Scheme) Grade Mark Description FNS Fail No Submission F 1-49 Fail P 50-64 Pass C 65-74 Credit D 75-84 Distinction HD 85-100 High Distinction CN Continuing NFE No Formal Examination RP Result Pending Further details of the grades/results can be obtained from Examinations.
Grade Descriptors are available which provide a general guide to the standard of work that is expected at each grade level. More information at Assessment for Coursework Programs.
Final results for this course will be made available through Access Adelaide.
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