LiDAR’s role in advancing geological modelling and enhancing geotechnical design efficiency

Abstract In Malaysia’s tropical climate region, dense vegetation and intense weathering processes obstruct the identification of geological features critical for modelling and geotechnical design. This study examines the capabilities and limitations of LiDAR technology in capturing terrain information in tropical climate regions, addressing challenges such as canopy cover and atmospheric conditions. By employing low-altitude flight missions below 100 meters with sufficient overlap, one can acquired 2 cm Ground Sample Distance (GSD) using UAV LiDAR. Manual and automated data classification was combined to enhance terrain determination. Simultaneously, the Triangulated Irregular Network (TIN) process improved terrain representation for Digital Surface Models (DSM) and Digital Terrain Models (DTM). The results revealed detailed geomorphological features, focusing on landslides, through a 3D terrain model. This method enhances geological hazard assessment by providing precise terrain cross-sections and accurate locations for geotechnical design mitigation. The study concludes that strategic data acquisition and processing methods are vital to overcome challenges posed by vegetation density and terrain complexity, maximizing LiDAR’s potential to enhance geological modelling and geotechnical design efficiency in tropical environments.

Authors

Publication Details

Journal
IOP Conference Series Earth and Environmental Science
Published
2024-12-01
DOI
https://doi.org/10.1088/1755-1315/1412/1/012013
Primary Topic
3D Surveying and Cultural Heritage
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

LiDAR’s role in advancing geological modelling and enhancing geotechnical design efficiency

Abd Rasid Jaapar, Muhammad Faris Qusyairi Hamat, Mohamad Faruq Syahmi Md Aripin, Muhammad Afiq Ariff Mohd Hellmy et al.
IOP Conference Series Earth and Environmental Science
3D Surveying and Cultural Heritage
article

LiDAR’s role in advancing geological modelling and enhancing geotechnical design efficiency

Abd Rasid Jaapar, Muhammad Faris Qusyairi Hamat, Mohamad Faruq Syahmi Md Aripin, Muhammad Afiq Ariff Mohd Hellmy, Ahmad Daniel bin Razali, Mohamad Rashidi bin Razli, Nik Muhammad Rusyairie bin N Ruhadi
article en

Abstract

Abstract In Malaysia’s tropical climate region, dense vegetation and intense weathering processes obstruct the identification of geological features critical for modelling and geotechnical design. This study examines the capabilities and limitations of LiDAR technology in capturing terrain information in tropical climate regions, addressing challenges such as canopy cover and atmospheric conditions. By employing low-altitude flight missions below 100 meters with sufficient overlap, one can acquired 2 cm Ground Sample Distance (GSD) using UAV LiDAR. Manual and automated data classification was combined to enhance terrain determination. Simultaneously, the Triangulated Irregular Network (TIN) process improved terrain representation for Digital Surface Models (DSM) and Digital Terrain Models (DTM). The results revealed detailed geomorphological features, focusing on landslides, through a 3D terrain model. This method enhances geological hazard assessment by providing precise terrain cross-sections and accurate locations for geotechnical design mitigation. The study concludes that strategic data acquisition and processing methods are vital to overcome challenges posed by vegetation density and terrain complexity, maximizing LiDAR’s potential to enhance geological modelling and geotechnical design efficiency in tropical environments.

IOP Conference Series Earth and Environmental ScienceVol. 1412(1)
Openalex Percentile: Top 51%
3D Surveying and Cultural Heritage
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

LiDAR’s role in advancing geological modelling and enhancing geotechnical design efficiency — Abd Rasid Jaapar, Muhammad Faris Qusyairi Hamat, et al. · IOP Conference Series Earth and Environmental Science (2024) | TGRS Research Map | TGRS