Current Geographic Information Systems (GIS's) offer at best very limited statistical data analysis and modeling capabilities. S-PLUS is a modern object-oriented language and system for graphical data analysis and statistical modeling. The innovation consists of integrating S-PLUS with GIS systems, so as to provide broad statistical analysis and modeling tools to GIS users. During Phase I our goal was to integrate S-PLUS with the GRASS GIS. We met our research objectives fully by completing an integrated S-GRASS prototype. Our prototype work establishes the feasibility of producing viable commercial products by integrating S-PLUS with GIS's. In Phase II, we shall focus our research on developing a robust interface to the leading public GIS (GRASS) as well as the leading commercial GIS (ARC/INFO). In support of this research objective, we will develop a Paradigm View Controller for data transport, an object oriented method for External Objects, concurrent S-PLUS which functions as a server analytic engine, and a user friendly graphical interface.