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stat.ME2018
Spatio-Temporal Data Fusion for Massive Sea Surface Temperature Data from MODIS and AMSR-E Instruments
Pulong Ma, Emily L. Kang
Remote sensing data have been widely used to study various geophysical processes. With the advances in remote-sensing technology, massive amount of remote sensing data are collecte…
stat.ME2018
An Additive Approximate Gaussian Process Model for Large Spatio-Temporal Data
Pulong Ma, Bledar A. Konomi, Emily L. Kang
Motivated by a large ground-level ozone dataset, we propose a new computationally efficient additive approximate Gaussian process. The proposed method incorporates a computational-…