amplified by urbanization and the climate change effects. Simultaneously, advancements in
remote sensing techniques have enhanced the opportunities for studying urban trees. The
TreeML-Data has been compiled to support these efforts. It consists of labelled point clouds
of 40 scanning projects of streets in Munich, 3,755 leaf-off (scans in winter) point clouds of
individual trees, quantitative structure models (QSM), tree structure measurements, and tree …