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Bayesian parameter estimation with applications to extreme ocean waves
(2020)
Sea state observations decomposed into a wave spectrum model is one direct way of monitoring ocean dynamics with the aid of statistical methods. The frequentist and Bayesian methods play prominent roles in estimating the ...
Spatiotemporal Matérn field modelling of Baltic Sea turbidity
(2021)
The state of the Baltic Sea has been a huge topic in recent years, at least in Finland. Algal blooms, eutrophication and environmental hypoxia have been a cause for worry for scientists. This thesis focuses on the modelling ...