The EU Joint Research Centre (JRC) has developed a statistical modelling tool which allows the risk of conflict occurrence in developing countries to be analysed. Combining online news reports with geographical satellite data, the tool establishes a link between natural resources and the risk of conflict. A key advance is the very detailed scale of the data (most being gathered to the square kilometre) and the fact that the modelling is based on the seriousness of the conflicts. When tested, the model successfully identified the correlation between resource-rich areas of land and occurrence of conflict. This approach has potential use in the European Commission's development aid planning and crisis prevention.