Target electromagnetic detection method in underground environment: A review

X Wang, P Wang, X Zhang, Y Wan, H Shi… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Underground target detection plays an important role in maintaining underground space
security and relies on efficient real-time detection methods. Electromagnetic detection …

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 …

Automatic Dual-Polarized Ground Penetrating Radar for Enhanced 3D Tree Roots System Architecture Reconstruction

W Luo, YH Lee, T Hao, MLM Yusof… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Tree root systems are crucial for providing structural support and stability to trees. However,
in urban environments, they can pose challenges due to potential conflicts with the …

Dielectric permittivity effects in the detection of tree roots using ground-penetrating radar

GZ de Aguiar, L Lins, MF de Paulo, STR Maciel… - Journal of Applied …, 2021 - Elsevier
The use of GPR as a method to estimate root biomass has been studied in recent decades
as an alternative to avoid traditional methods that are destructive and repetitive. Biomass …

Theoretical development of plant root diameter estimation based on gprMax data and neural network modelling

H Liang, G Fan, Y Li, Y Zhao - Forests, 2021 - mdpi.com
The in situ non-destructive quantitative observation of plant roots is difficult. Traditional
detection methods are not only time-consuming and labor-intensive, but also destroy the …

探地雷达树木根系定位与直径估计.

王泽鹏, 张潇巍, 薛芳秀, 文剑… - Transactions of the …, 2021 - search.ebscohost.com
针对树木根系的探地雷达(Ground Penetrating Radar, GPR) 检测图像复杂, 解译困难,
自动化程度低且精度不高等问题, 该研究提出了一种基于YOLOv3 的树根自动识别和参数估计的 …

[HTML][HTML] 基于探地雷达和电容法的作物根系原位无损测量技术研究进展

刘秀位, 谷慧杰, 韩洁, 姜寒冰, 段世名 - 农业工程学报, 2020 - agrisci.cnjournals.com
改善根系结构提高作物的抗逆特性是保障粮食安全的有效途径. 但传统破坏性取样根系测量方法
费时费力, 且破坏了根系的原位状态. 为满足栽培和育种对根系信息的需求, 亟需发展原位无损的 …

An Automatic Processing Framework for In Situ Determination of Ecohydrological Root Water Content by Ground-Penetrating Radar

X Liu, L Guo, X Cui, JR Butnor… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Root water content (RWC) is a vital component in water flux in soil–plant–atmosphere
continuum. Knowledge of RWC helps to better understand the root function and the soil–root …

Training data augmentations for improving hyperbola recognition in ground penetrating radar B-scan image for tree roots detection

Z Li, X Zhang, H Li, Z Wang, J Wen - BioResources, 2023 - search.proquest.com
Improving the detection accuracy of hyperbola in B-scan images has been a considerable
challenge for ground penetrating radar (GPR) to detect tree roots. In this paper, a method for …

Evaluation of instruments for monitoring the soil–plant continuum

R Dainese, BCFL Lopes, T Fourcaud… - Geomechanics for Energy …, 2022 - Elsevier
The response of the shallow portion of the ground (vadose zone) and of earth structures is
affected by the interaction with the atmosphere. Very frequently, the ground surface is …