Gaussian process regression as a powerful tool for analysing time series in environmental geochemistry
Monitoring programs require more advanced data management for the registered time series.Classical temporal series decomposition cannot fulfil current needs regarding adequate data representation, optimization of the spatial-temporal sampling resolution and predictive power.In the manuscript at hand, we will demonstrate that Gaussian process regres