The GARP modelling system: problems and solutions to automated spatial prediction

This paper is concerned with the problems and solutions to reliable analysi s of arbitrary datasets. Our approach is to describe components of a system called the GARP Modelling System (CMS) which we have developed for automat ing predictive spatial modelling of the distribution of species of plants a nd animals. The essence of the system is an underlying generic spatial mode lling method which filters out potential sources of errors. The approach is generally applicable however, as the statistical problems arising in arbit rary spatial data analysis potentially apply to any domain. For ease of dev elopment, GMS is integrated with the facilities of existing database and vi sualization tools, and Internet browsers. The GMS is an example of a class of application which has been very successful for providing spatial data an alysis in a simple to use way via the Internet.