argo_floats_atlantic_2003

<p>Temperature and salinity data from Argo floats in the North Atlantic Ocean at 
three layers of depth: surface (less than 50 meters),  mid-layer (between 475-525 meters) 
and deep (975 to 1025 meters) during 2003.</p>

datasets

Fits, validates and compares a number of Bayesian models for
spatial and space time point referenced and areal unit data. Model fitting
is done using several packages: 'rstan', 'INLA', 'spBayes', 'spTimer',
'spTDyn', 'CARBayes' and 'CARBayesST'. Model comparison is performed using
the DIC and WAIC,  and K-fold cross-validation where the user is free
to select their own subset of data rows for validation. Sahu (2022)
<doi:10.1201/9780429318443> describes the methods in detail.

Sujit K. Sahu

bmstdr

Bayesian Modeling of Spatio-Temporal Data with R

Duncan P. Lee

K. Shuvo Bakar

argo_floats_atlantic_2003 function

<p>An object of class <code>data.frame</code> with 6978 rows and 11 columns.</p>

Format

Temperature and salinity data from Argo floats in the North Atlantic Ocean at 
three layers of depth: surface (less than 50 meters),  mid-layer (between 475-525 meters) 
and deep (975 to 1025 meters) during 2003. — argo_floats_atlantic_2003

Temperature and salinity data from Argo floats in the North Atlantic Ocean at 
three layers of depth: surface (less than 50 meters),  mid-layer (between 475-525 meters) 
and deep (975 to 1025 meters) during 2003.

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argo_floats_atlantic_2003: Temperature and salinity data from Argo floats in the North Atlantic Ocean at three layers of depth: surface (less than 50 meters), mid-layer (between 475-525 meters) and deep (975 to 1025 meters) during 2003.

Description

Usage

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References

Examples