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Data · dataset · 2026

Sugar4D

Listed in bonndata

The Sugar4D project introduces a publicly available, high-quality 4D plant phenotyping dataset of sugar beet plants captured with terrestrial LiDAR.

Description

It provides densely sampled, temporally consistent point cloud data with detailed, point-wise organ-level annotations that enable tracking of individual leaves across growth stages. By combining annotated 3D data with extracted morphological traits and reference measurements, the dataset aims to reduce the bottleneck of data acquisition and manual annotation, and to support the development, benchmarking, and validation of methods for spatio-temporal plant analysis, including instance segmentation, temporal registration, organ tracking, and growth-related morphological studies.

Links

Where it is published

Catalogue records · 1

Topics

From keywords
Life Sciences
Inferred from text
Crop and pasture production 70%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
bonndatadoi:10.60507/FK2/IS8YBZ4 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3004enrichment · bonndata uni bonn detaxonomy-embedding@1.1.0title+keywords+description (70%)
concepts[field].dataverse_subject:agricultural-sciencessource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0/subjects
concepts[field].dataverse_subject:computer-and-information-sciencesource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0/subjects
concepts[field].local:field:life-sciencesmapping · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0/subjects
created_datesource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0
descriptionsource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0/description
publication_datesource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0
titlesource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0/name
updated_datesource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0
version_labelsource · bonndata uni bonn deconnector:bonndata_uni_bonn_de@1.0.0