[HTML][HTML] Reliable deep learning framework for the ground penetrating radar data to locate the horizontal variation in levee soil compaction

L Alzubaidi, HK Chlaib, MA Fadhel, Y Chen… - … Applications of Artificial …, 2024 - Elsevier
The degree of compaction in the levee building materials is a crucial factor that affects the
pi** phenomena. The density and compaction of the soil strata determine the structural …

Automatic detection of road subsurface distress utilizing ground penetrating radar technology: A state-of-the-art review

L Cui, L Li, W Zhang, F Sun, D Fan, H Zhang, F Jiao… - Measurement, 2025 - Elsevier
Early detection of subsurface distress is significant for condition assessment and
maintenance optimization, contributing to reduced maintenance costs and extended service …

Experimental validation of the horizontal resolution improvement by ultra-wideband metasurfaces for GPR systems

W Zheng, T Hao, X Li, W Luo - NDT & E International, 2024 - Elsevier
Achieving high horizontal resolution is crucial for general non-destructive testing (NDT)
applications, and in the domain of ground penetrating radar (GPR), it can be more …

Underground hydrogen storage leakage detection and characterization based on machine learning of sparse seismic data

K Gao, NM Creasy, L Huang, MR Gross - International Journal of Hydrogen …, 2024 - Elsevier
Underground hydrogen storage (UHS) is considered as a scalable approach for massive
storage and seasonal extraction of hydrogen (H 2). Although conventional leakage detection …

Iterative multitask learning and inference from seismic images

K Gao - Geophysical Journal International, 2024 - academic.oup.com
Seismic interpretation aims to extract quantitative and interpretable attributes from a seismic
image produced using some migration method to inform characteristics of a subsurface …

Martian ground penetrating radar: Towards automated diffraction detection for dielectric permittivity

TM Casademont, H Dypvik, S Eide… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
The dielectric permittivity is a crucial parameter in planetary ground penetrating radar (GPR)
missions such as the RIMFAX radar on the Mars 2020 Perseverance Rover. It describes the …

Crustal-mantle layering deposits in the Von Kármán crater, South Pole-Aitken basin

Z Zhong, Y Qian, C Li, AY Sun, Z Cai, L Lin… - Earth and Planetary …, 2024 - Elsevier
Comprehending the properties of the Moon's crust and mantle materials is essential for
decoding its interior. Whether the South Pole-Aitken (SPA) basin potentially excavated the …

Rock Layer Classification and Identification in Ground-Penetrating Radar via Machine Learning

H Xu, J Yan, G Feng, Z Jia, P **g - Remote Sensing, 2024 - mdpi.com
Ground-penetrating radar (GPR) faces complex challenges in identifying underground rock
formations and lithological structures. The diversity, intricate shapes, and electromagnetic …

Enhancing Ground Penetrating Radar (GPR) Data Resolution Through Weakly Supervised Learning

D Liu, M Zhou, X Wang, Z Shi… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) is a pivotal noninvasive tool that yields subsurface images
critical to archaeology, near-surface characterization, geotechnical studies, and disaster …

VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data

X Wang, H Liu - IEEE Transactions on Geoscience and Remote …, 2024 - ieeexplore.ieee.org
Ground penetrating radar (GPR) is a subsurface sensing technology extensively utilized in
various applications. However, the inhomogeneous distribution of the subsurface medium …