Current LTER-LIFE Scientific infrastructure supporting integrated ecological research through digital ecosystem twins, connecting research communities, data, and tools for the Wadden Sea and Veluwe ecosystems. MAMBO Modern Approaches to the Monitoring of Biodiversity. EU Horizon Europe funded project developing cutting-edge tools for automated and cost-efficient monitoring of species and habitats. Previous Scene Understanding Semantic understanding and mapping of outdoor scenes by mobile laser scanning datasets. Tree and Plant Modeling Scalable quantitative parameter extraction and modeling of trees, plants and bushes. Semantic Segmentation Individual tree delineation 3D road map generation Scalable filtering Typical objects recognition