Review of automatic processing of topography and surface feature identification LiDAR data using machine learning techniques
Machine Learning (ML) applications on Light Detection And Ranging (LiDAR) data have
provided promising results and thus this topic has been widely addressed in the literature …
provided promising results and thus this topic has been widely addressed in the literature …
A critical review of automated extraction of rock mass parameters using 3D point cloud data
This paper presents a comprehensive review aimed at gaining insights into the current state
of research on quantification technology used for acquiring three-dimensional (3D) point …
of research on quantification technology used for acquiring three-dimensional (3D) point …
A novel hyperspectral method to detect moldy core in apple fruits
An innovative low-cost device based on hyperspectral spectroscopy in the near infrared
(NIR) spectral region is proposed for the non-invasive detection of moldy core (MC) in …
(NIR) spectral region is proposed for the non-invasive detection of moldy core (MC) in …
[HTML][HTML] Towards Groundwater-Level Prediction Using Prophet Forecasting Method by Exploiting a High-Resolution Hydrogeological Monitoring System
Forecasting of water availability has become of increasing interest in recent decades,
especially due to growing human pressure and climate change, affecting groundwater …
especially due to growing human pressure and climate change, affecting groundwater …
3D Discrete Fracture Network modelling from UAV imagery coupled with tracer tests to assess fracture conductivity in an unstable rock slope: Implications for rockfall …
The stability of a rock slope is strongly influenced by the pattern of groundwater flow through
the fracture system, which may lead to an increase in the water pressure in partly open joints …
the fracture system, which may lead to an increase in the water pressure in partly open joints …
Alternative methods for semi-automatic clusterization and extraction of discontinuity sets from 3D point clouds
S Cardia, B Palma, F Langella, M Pagano… - Earth Science …, 2023 - Springer
Recent advances in the use of remote sensing techniques allow the acquisition of dense 3D
information helpful for the characterization of the rock mass joints. This implies the necessity …
information helpful for the characterization of the rock mass joints. This implies the necessity …
[HTML][HTML] Characterization and clustering of rock discontinuity sets: A review
C Pu, J Zhan, W Zhang, J Peng - Journal of Rock Mechanics and …, 2024 - Elsevier
The characterization and clustering of rock discontinuity sets are a crucial and challenging
task in rock mechanics and geotechnical engineering. Over the past few decades, the …
task in rock mechanics and geotechnical engineering. Over the past few decades, the …
[HTML][HTML] A human-machine interaction method for rock discontinuities mapping by three-dimensional point clouds with noises
Rock discontinuities control rock mechanical behaviors and significantly influence the
stability of rock masses. However, existing discontinuity mapping algorithms are susceptible …
stability of rock masses. However, existing discontinuity mapping algorithms are susceptible …
Semi-automatic identification of rock discontinuity orientation based on 3D point clouds and its engineering application
J Kang, X Fu, Q Sheng, Y Ge, J Chen… - Bulletin of Engineering …, 2024 - Springer
The rock discontinuity orientation has a significant impact on the engineering stability. This
paper proposes a semi-automatic method for identifying the orientation of rock …
paper proposes a semi-automatic method for identifying the orientation of rock …
Controls of lithology and degree of fracturing on the in-situ estimation of rock mass hardness using the Equotip hardness tester
The use of the Equotip hardness tester in engineering geology has increased significantly in
recent years, especially in estimating the strength of weak and weathered rock materials …
recent years, especially in estimating the strength of weak and weathered rock materials …