Regularized Principal Component Analysis for Spatial Data

Wen-Ting Wang, Hsin-Cheng Huang

In many atmospheric and earth sciences, it is of interest to identify dominant spatial patterns of variation based on data observed at $p$ locations and $n$ time points with the po…