You will need R version 3.2 or greater to install the stpca R package. The stpca_Rpackage.zip folder contains the following: Installation.pdf - instructions to install the R package stpca_0.1.zip - a windows binary version of the R package stpca_0.1.tar.gz - a version of the R package that should be suitable for installing on Macs stpca.pdf - a pdf version of the help files within the R package - (some equations don't dispaly properly within the package but are fine here) Please read the Installation.pdf document for instructions to install the package. The stpca package consists of functions that can be used to investigate re-designing monitoring networks, with particular emphasis on river networks. For spatiotemporal data this package will allow users to identify areas of the river network where observatations have remained stable over time, and also identify groups of monitoring sites with similar behaviour over time. Weights can be incorporated to adjust for spatial and temporal correlation. For spatial data, this package will allow users to investigate how reducing the size of the monitoring network affects predictions at unobserved locations, and also how the choice of sampling scheme affects predictions. Many of the functions in this package are wrappers for functions from other packages and these are referenced throughout the help files.