2 papers
stat.ME2025
A Bayesian INLA-SPDE Approach to Spatio-Temporal Point-Grid Fusion with Change-of-Support and Misaligned Covariates
Weiyue Zheng, Andrew Elliott, Claire Miller +1
We propose a spatio-temporal data-fusion framework for point data and gridded data with variables observed on different spatial supports. A latent Gaussian field with a Matérn-SPD…
stat.AP2024
Warped multifidelity Gaussian processes for data fusion of skewed environmental data
Pietro Colombo, Claire Miller, Xiaochen Yang +2
Understanding the dynamics of climate variables is paramount for numerous sectors, like energy and environmental monitoring. This study focuses on the critical need for a precise m…