Application of ground penetrating radar methods in soil studies: A review

K Zajícová, T Chuman - Geoderma, 2019 - Elsevier
Applications of ground penetrating radar (GPR) in soil surveys promise cost and time
benefits together with the possibility of repeating surveys at the same locations due to the …

Enhanced automatic root recognition and localization in GPR images through a YOLOv4-based deep learning approach

S Li, X Cui, L Guo, L Zhang, X Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, ground-penetrating radar (GPR) has become increasingly important as a
nondestructive way to explore plant roots. Automatic recognition and localization of root …

Estimating parameters of the tree root in heterogeneous soil environments via mask-guided multi-polarimetric integration neural network

HH Sun, YH Lee, Q Dai, C Li, G Ow… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) has been used as a nondestructive tool for tree root
inspection. Estimating root-related parameters from GPR radargrams greatly facilitates root …

The orientation estimation of elongated underground objects via multipolarization aggregation and selection neural network

HH Sun, YH Lee, C Li, LF Ow… - IEEE Geoscience and …, 2021 - ieeexplore.ieee.org
The horizontal orientation angle and the vertical inclination angle of an elongated
subsurface object are key parameters for object identification and imaging in ground …

Interactions between soil properties and the rhizome-root distribution in a 12-year Moso bamboo reforested region: Combining ground-penetrating radar and soil …

L Xiao, C Li, Y Cai, T Zhou, M Zhou, X Gao… - Science of the Total …, 2021 - Elsevier
Moso bamboo (Phyllostachys pubescens) plays an important role in mitigating climate
change and ameliorating soil degradation because of its high carbon sequestration capacity …

Dual-cross-polarized GPR measurement method for detection and orientation estimation of shallowly buried elongated object

HH Sun, YH Lee, W Luo, LF Ow… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Detecting a shallowly buried and elongated object and estimating its orientation using a
commonly adopted co-polarized GPR system is challenging due to the presence of strong …

Evaluation of a ground penetrating radar to map the root architecture of HLB-infected citrus trees

X Zhang, M Derival, U Albrecht, Y Ampatzidis - Agronomy, 2019 - mdpi.com
This paper investigates the influences of several limiting factors on the performance of
ground penetrating radar (GPR) in accurately detecting huanglongbing (HLB)-infected citrus …

Automatic reconstruction of three-dimensional root system architecture based on ground penetrating radar

G Fan, H Liang, Y Zhao, Y Li - Computers and Electronics in Agriculture, 2022 - Elsevier
Ground penetrating radar (GPR) is widely used in root detection because of its advantages
of nondestructive and periodic detection. Previously, root point positioning and root diameter …

A processing framework for tree-root reconstruction using ground-penetrating radar under heterogeneous soil conditions

A Aboudourib, M Serhir… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Since tree roots are important to ecosystems, particularly in the context of global climate
change, better understanding of their organization is necessary. Ground-penetrating radar …

Angle-corrected GPR hyperbolic fitting models for improved parameter estimation

W He, WWL Lai - Tunnelling and Underground Space Technology, 2024 - Elsevier
Ground-penetrating radar (GPR) is commonly employed as a non-destructive technique for
detecting subsurface cylindrical objects such as pipes, cables, rebars, and tree roots …