Causal Loop Diagrams (CLDs) were developed for selected SCENES Pilot Areas - one of each Case Study Region - to examine what causal mechanisms are common or different in the different Pilot Areas and geographical contexts. CLDs are a complementary method to other modelling tools within the Scenarios Development Process for examining hypotheses about interactions underlying scenarios. In this document the outcomes of the conceptual analysis of the Pilot Areas problems are described. Also, interaction with other scenario development methods is shown. The conclusions reflect on the difficulties encountered and the usefulness of the analysis.