| SpatPCA-package | Regularized Principal Component Analysis for Spatial Data |
| plot.spatpca | Display the cross-validation results |
| predict | Spatial predictions on new locations |
| predictEigenfunction | Spatial dominant patterns on new locations |
| spatpca | Regularized PCA for spatial data |
| thinPlateSplineMatrix | Thin-plane spline matrix |