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Mr Benjamin Fitzpatrick

Phd Candidate
Science and Engineering Faculty
School of Mathematical Sciences
Viewed: 13

Ben Fitzpatrick's research focuses on quantifying soil carbon stocks at an individual paddock scale. He is exploring methods to model small numbers of geostatistical observations of soil carbon with broad collections of environmental data all available at much finer spatial resolutions than the soil carbon data. The aim of this modelling is to use these high resolution environmental data to assist the interpolation of the soil carbon observations to full cover maps. He is also interested in visualisation methods to communicate predictions from models, the uncertainty associated with these predictions and the mechanics of the models producing these predictions. His research project has been awarded a Postgraduate Scholarship from the CRC for Spatial Information (CRCSI).

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Publications

Author publications, as listed on QUT ePrints https://eprints.qut.edu.au/view/person/Benjamin,_Fitzpatrick.html

Research areas

Variable Selection
Shrinkage Methods (e.g. LASSO, Elastic Net, Bayesian LASSO)
Ecology
Applied statistics
Visualisation
Pedology

Related information

Australian Research Council (ARC) Centre of Excellence for Mathematical and Statistical Frontiers (ACEMS) https://acems.org.au/our-people/benjamin-fitzpatrick

Connections

Has association with
Kerrie Mengersen  (Researcher)
Is principal investigator of

Collaborators/Industry partners

Australian Research Council (ARC) Centre of Excellence for Mathematical and Statistical Frontiers (ACEMS) https://acems.org.au/

Contacts

Name: Mr Benjamin Fitzpatrick

Other

Date record created:
2017-07-19T13:31:13
Date record modified:
2017-07-19T16:36:12
Record status:
Published - Open Access