Participatory management of natural resources (soil, water, biodiversity, forest) requires multi‐level stakeholders to interact about complex issues, linking biophysical and socio‐political processes. Following a post‐normal (Funtowicz, Ravetz, 1990) perspective, complexity is still enhanced by the multiplicity of individual perspectives (representations) which actually drive stakeholders’decisions and operations.