Machine learning for data-driven discovery in solid Earth geoscience

KJ Bergen, PA Johnson, MV de Hoop, GC Beroza - Science, 2019 - science.org
BACKGROUND The solid Earth, oceans, and atmosphere together form a complex
interacting geosystem. Processes relevant to understanding Earth's geosystem behavior …

[HTML][HTML] Remote sensing for landslide investigations: A progress report from China

Q Xu, B Zhao, K Dai, X Dong, W Li, X Zhu, Y Yang… - Engineering …, 2023 - Elsevier
China has a significant portion of land in landslide-prone areas, and remote sensing
technologies are becoming a tool of choice to investigate and monitor landslides. Although …

[HTML][HTML] A review of laser scanning for geological and geotechnical applications in underground mining

SK Singh, BP Banerjee, S Raval - International Journal of Mining Science …, 2023 - Elsevier
Laser scanning can provide timely assessments of mine sites despite adverse challenges in
the operational environment. Although there are several published articles on laser …

Remote sensing for landslide investigations: An overview of recent achievements and perspectives

M Scaioni, L Longoni, V Melillo, M Papini - Remote Sensing, 2014 - mdpi.com
Landslides represent major natural hazards, which cause every year significant loss of lives
and damages to buildings, properties and lifelines. In the last decades, a significant increase …

[HTML][HTML] A state-of-the-art review of automated extraction of rock mass discontinuity characteristics using three-dimensional surface models

R Battulwar, M Zare-Naghadehi, E Emami… - Journal of Rock …, 2021 - Elsevier
In the last two decades, significant research has been conducted in the field of automated
extraction of rock mass discontinuity characteristics from three-dimensional (3D) models …

Development and application of UAV-SfM photogrammetry for quantitative characterization of rock mass discontinuities

D Kong, C Saroglou, F Wu, P Sha, B Li - International Journal of Rock …, 2021 - Elsevier
Remote sensing techniques (eg, terrestrial laser scanning and digital photogrammetry) have
been developed and applied rapidly in recent years for identification and analysis of rock …

Automatic identification and characterization of discontinuities in rock masses from 3D point clouds

D Kong, F Wu, C Saroglou - Engineering Geology, 2020 - Elsevier
The routine application of remote surveying techniques which can quickly acquire 3D digital
data with high resolution, in particular digital photogrammetry, light detection and ranging …

Discontinuity set extraction from 3D point clouds obtained by UAV Photogrammetry in a rockfall site

M Yakar, A Ulvi, AY Yiğit, A Alptekin - Survey Review, 2023 - Taylor & Francis
Rockfall event is common on rocky terrain, and it threatens people. Recent advances in
remote sensing technologies allow us to model the terrain with high accuracy and …

Digital twin for intelligent tunnel construction

T Li, X Li, Y Rui, J Ling, S Zhao, H Zhu - Automation in Construction, 2024 - Elsevier
New-generation intelligent construction places higher demands on digitisation and
intelligence of tunnel. Digital twin (DT) effectively supports high-fidelity modelling, virtual-real …

Discontinuity interpretation and identification of potential rockfalls for high-steep slopes based on UAV nap-of-the-object photogrammetry

W Wang, W Zhao, B Chai, J Du, L Tang, X Yi - Computers & Geosciences, 2022 - Elsevier
Discontinuity extraction and interpretation of fractured masses is of high importance when
analyzing rock slope stability. Regarding high-steep slopes, which are areas that are difficult …