3 papers
stat.AP2026
Locally stationary Argo ocean heat content estimates: Modeling, validation and uncertainty quantification
Thea Sukianto, Mikael Kuusela, Donata Giglio +3
Argo profiling floats measure seawater temperature and salinity in the upper 2000 meters of the ocean. These floats are uniquely capable of measuring the global Ocean Heat Content…
stat.ME2026
Rapid Approximation Prediction for Kriging
Ziyu Li, Gregory Fasshauer, Douglas Nychka
Exact Kriging and conditional simulation (CS) for uncertainty quantification are computationally infeasible for modern spatial analyses with large numbers of observations and dense…
stat.ME2024
Hybrid Bayesian Smoothing on Surfaces
Matthew Hofkes, Douglas Nychka
Modeling spatial processes that exhibit both smooth and rough features poses a significant challenge. This is especially true in fields where complex physical variables are observe…