Abstract

This subject covers fundamental concepts and algorithms in geostatistics in the context of spatial modelling applied to geosciences. Students will acquire foundational knowledge in spatial continuity modelling and estimation required to become competent practitioners. Students will develop in-depth practical skills in exploratory data analysis, variography, and different estimation algorithms. On … For more content click the Read More button below.

Syllabus

This subject will cover the following topics: Introduction to geostatistical modelling;Exploratory data analysis techniques used in geostatistics;Spatial continuity analysis and modelling;Geostatistical estimation; andSoftware for geostatistical modelling.

Assessment items

1. Online test (with theory questions and practical exercises)
2. Estimation in practice

Assumed knowledge

Basic understanding of statistics

Enrolment restrictions

Postgraduate study only

Incompatible

Learning resources

Additional resources required by students

Programming software (R) and spatial information software (ArcGIS) are used in this subject. R can be downloaded for free. ArcGIS is supplied.