shiny package of the
language provides a powerful framework for creating interactive web
applications that allow the user to visualise and analyse data in
innovative ways. Here two examples are provided that illustrate the
capability of such applications for Digital Soil Mineralogy.
This web application allows the user to apply cluster analysis to XRPD data of approximately 940 African soils. Cluster analysis from soil XRPD data seeks to form groups of soils that are mineralogically similar to one-another, but mineralogically distinct from other clusters. The application allows the user to visualise the derived clusters spatially and according to the variation in soil properties. Click on the screenshot below to load the web application.