[HTML][HTML] A 3D functional plant modelling framework for agricultural digital twins

C Mitsanis, W Hurst, B Tekinerdogan - Computers and Electronics in …, 2024 - Elsevier
Digital twins are a core industry 4.0 technology enabling the virtual replication of real-world
objects, mimicking behaviours and states throughout their lifespan. While digital twins have …

Completing 3D point clouds of individual trees using deep learning

A Bornand, M Abegg, F Morsdorf… - Methods in Ecology …, 2024 - Wiley Online Library
In close‐range remote sensing data collected in a forest, occlusion often causes incomplete
or sparse point cloud representations of individual trees, impeding accurate 3D …

[HTML][HTML] Accelerated forest modeling from tree canopy point clouds via deep learning

J Xu, Z Zhang, X Hu, T Ke - … Journal of Applied Earth Observation and …, 2024 - Elsevier
Rapid generation of tree models from point clouds of tree canopies holds wide-ranging
applications in the field of earth sciences, including forest ecology research, environmental …

[HTML][HTML] Three-Dimensional Reconstruction of Forest Scenes with Tree–Shrub–Grass Structure Using Airborne LiDAR Point Cloud

D Xu, X Yang, C Wang, X Xi, G Fan - Forests, 2024 - mdpi.com
Fine three-dimensional (3D) reconstruction of real forest scenes can provide a reference for
forestry digitization and forestry resource management applications. Airborne LiDAR …

A novel jujube tree trunk and branch salient object detection method for catch-and-shake robotic visual perception

Z Zheng, Y Liu, J Dong, P Zhao, Y Qiao, S Sun… - Expert Systems with …, 2024 - Elsevier
Visual perception has become a prerequisite for automated jujube harvesting robot
operations under complex orchard conditions. Catch-and-Shake harvesting, as the most …

CAMHighways: The Cambridge Highways dataset

AM d'Avigneau, L Potseluyko, NR Anvo… - Advanced Engineering …, 2025 - Elsevier
The CAMHighways dataset is presented, built from mobile mapping data that surveyed over
40 km of UK Highways. The dataset consists of textured meshes for road assets (including …

[HTML][HTML] TreeNet3D: A large scale tree benchmark for 3D tree modeling, carbon storage estimation and tree segmentation

S Tang, Z Ao, Y Li, H Huang, L Xie, R Wang… - International Journal of …, 2024 - Elsevier
This paper presents a novel fully automated approach for generating structured 3D synthetic
tree models, addressing the limitations of existing datasets used in applications like digital …

[HTML][HTML] Towards the digital twin of urban forest: 3D modeling and parameterization of large-scale urban trees from close-range laser scanning

C Chen, H Wang, D Wang, D Wang - International Journal of Applied Earth …, 2024 - Elsevier
Trees play a crucial role in urban environment, offering distinct ecological and aesthetic
values. Fine-grained urban tree models hold valuable potential for urban landscape …

Modelling branch surface area of Fagus sylvatica L.

M Neumann, P Hietz - Scandinavian Journal of Forest Research, 2024 - Taylor & Francis
Allometric models describe properties of trees that are difficult to measure. Here, we provide
a set of allometric models for estimating branch properties for European beech (Fagus …

[HTML][HTML] ALS-Based, Automated, Single-Tree 3D Reconstruction and Parameter Extraction Modeling

H Wang, D Li, J Duan, P Sun - Forests, 2024 - mdpi.com
The 3D reconstruction of point cloud trees and the acquisition of stand factors are key to
supporting forestry regulation and urban planning. However, the two are usually …