{"ob_id":43412,"computationComponent":[{"ob_id":40340,"uuid":"677c25df9f324ca3a9e1920ea3c330b1","title":"TLS2trees: a semi-automated processing pipeline","abstract":"Plot-level point clouds were processed using TLS2trees which is a set of Python command line tools  &  designed to be horizontally scalable, e.g., on a High Performance Computing (HPC) facility. Pipeline steps: 1) Point cloud re-processing, 2) semantic segmentation into wood & leaf point classes, 3) instance segmentation into sets of point clouds representing individual trees, 4) Quantitative structural models (QSMs) of individual tree point clouds, & 5) Plot biophysical & AGB estimates.","keywords":"","inputDescription":null,"outputDescription":null,"softwareReference":null,"identifier_set":[]}],"acquisitionComponent":[{"ob_id":40635,"independentInstrument":[27217],"instrumentplatformpair_set":[{"ob_id":13686,"platform":"https://catalogue.ceda.ac.uk/api/v2/platforms/40636/?format=json","instrument":"https://catalogue.ceda.ac.uk/api/v2/instruments/40633/?format=json","relatedTo":{"ob_id":40635,"uuid":"f12e72bdbbca4db0b0223048a5ef6b7c","short_code":"acq"}}]}],"identifier_set":[],"responsiblepartyinfo_set":["https://catalogue.ceda.ac.uk/api/v2/rpis/206615/?format=json"]}