At present, the vast majority of statistical softwares are running in a single-machine environment, and few spatial statistical services can be shared freely on the Internet. Fortunately, with the proposition of many implementation specifications of web interfaces by Open Geospatial Consortium (OGC), an increasing number of open source projects and platforms have appeared gradually. Based on GeoSquare, a platform developed to share and exchange earth observation data, geospatial information and geoscience knowledge in an interoperable manner. In this paper, we design and implement the publication of a group of spatial statistical services and research its technical feasibility and implementation method. Users will be able to conveniently employ these services only if they register an account and upload their data in a specific format. The experimental results were correct and proper compared with other statistical software. It shows that the spatial statistical services based on GeoSquare is easy to operate and easy to share. Finally, we discuss the next concentration in our work.