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The high dependence of human communities on ecosystems' well-functioning has transformed and degraded ecosystems at alarming rates. Strategies for sustainability are an urgent need and requires the understanding of the complex interactions between human and ecological systems in the territories. For such understanding several modelling approaches have been proposed, but still face important challenges. This manuscript contributes by examining the dynamics of land use and land cover change in a basin in Colombian Andes using the socio-ecol