Spatial prediction of N2O emissions in a Mooloolah pasture: summary statistics
Viewed:
1407
The dataset is the product of a study which assessed the impact of three spatial correlation structures on spatial
predictions. Spatial predictions were calibrated using Bayesian model
averaging (BMA) based on replicated, irregular point-referenced data.
The data were measured in 17 chambers randomly placed across a 271 m2 field between October 2007 and September 2008 in Mooloolah, Queensland.
A Bayesian geostatistical model and a Bayesian spatial conditional autoregressive (CAR) model were used to investigate and accommodate spatial dependency, and to estimate the effects of environmental variables on N2O emissions across the study site.
The dataset presents summary statistics of observed variables for the 17 chambers over the sampling period.
The data were measured in 17 chambers randomly placed across a 271 m2 field between October 2007 and September 2008 in Mooloolah, Queensland.
A Bayesian geostatistical model and a Bayesian spatial conditional autoregressive (CAR) model were used to investigate and accommodate spatial dependency, and to estimate the effects of environmental variables on N2O emissions across the study site.
The dataset presents summary statistics of observed variables for the 17 chambers over the sampling period.
Location of data collection
kmlPolyCoords
152.963267,-26.765970
Publications
Huang, Xiaodong, Grace, Peter, Hu, Wenbiao, Rowlings, David, & Mengersen, Kerrie (2013) Spatial prediction of N2O emissions in pasture : a Bayesian model averaging analysis. PLoS ONE, 8(6).
http://eprints.qut.edu.au/67157/
Research areas
MATHEMATICAL
SCIENCES
Bayes theorem
Interpolation
Geoinformatics
Environmental geography
Ecology
Soil science
Biological
sciences
Linear regression analysis
Spatial distribution
Geography
Soil chemistry
Environmental chemistry
Global change ecology
Geostatistics
Spatial analysis
Environmental sciences
Nitrification
Spatial autocorrelation
Cite this collection
Huang, XiaoDong; Grace, Peter; Hu, Wenbiao; Rowlings, David; Mengersen, Kerrie (2013): Summary statistics of observed variables for the 17 chambers over the sampling period from a subtropical pasture at Mooloolah, Queensland. Table_1.xls. PLOS ONE.
Related information
Xiaodong Huang, Former QUT staff, Research collaborator
http://goo.gl/pAfKLv
Access the data
Licence
Copyright
© 2013 Huang et al.
Dates of data collection
From 2007-10-01 to 2008-09-30
Connections
Contacts
Name: Distinguished Professor Kerrie Mengersen
Email: k.mengersen@qut.edu.au
Other
Date record created:
2014-07-02T13:43:05
Date record modified:
2019-07-04T09:35:00
Record status:
Published - Open Access