Three‐dimensional surface displacements and rotations from differencing pre‐ and post‐earthquake LiDAR point clouds
Authors:
- 16 August 2012
- journal article
- research article
- Published by American Geophysical Union (AGU) in Geophysical Research Letters
- Vol. 39 (16)
Abstract
The recent explosion in sub‐meter resolution airborne LiDAR data raises the possibility of mapping detailed changes to Earth's topography. We present a new method that determines three‐dimensional (3‐D) coseismic surface displacements and rotations from differencing pre‐ and post‐earthquake airborne LiDAR point clouds using the Iterative Closest Point (ICP) algorithm. Tested on simulated earthquake displacements added to real LiDAR data along the San Andreas Fault, the method reproduces the input deformation for a grid size of ∼50 m with horizontal and vertical accuracies of ∼20 cm and ∼4 cm, values that mimic errors in the original spot height measurements. The technique also measures rotations directly, resolving the detailed kinematics of distributed zones of faulting where block rotations are common. By capturing near‐fault deformation in 3‐D, the method offers new constraints on shallow fault slip and rupture zone deformation, in turn aiding research into fault zone rheology and long‐term earthquake repeatability.Keywords
This publication has 14 references indexed in Scilit:
- Rapid Determination of Near-Fault Earthquake Deformation Using Differential LiDARBulletin of the Seismological Society of America, 2012
- Displacement fields from point cloud data: Application of particle imaging velocimetry to landslide geodesyJournal of Geophysical Research: Earth Surface, 2012
- Near-Field Deformation from the El Mayor–Cucapah Earthquake Revealed by Differential LIDARScience, 2012
- Kinematic GPS solutions for aircraft trajectories: Identifying and minimizing systematic height errors associated with atmospheric propagation delaysGeophysical Research Letters, 2007
- Terrestrial laser scanner to detect landslide displacement fields: a new approachInternational Journal of Remote Sensing, 2007
- High-Resolution Topography along Surface Rupture of the 16 October 1999 Hector Mine, California, Earthquake (Mw 7.1) from Airborne Laser Swath MappingBulletin of the Seismological Society of America, 2002
- Medical image registrationPhysics in Medicine & Biology, 2001
- Synthetic Aperture Radar Interferometry to Measure Earth’s Surface Topography and Its DeformationAnnual Review of Earth and Planetary Sciences, 2000
- Object modelling by registration of multiple range imagesImage and Vision Computing, 1992
- A method for registration of 3-D shapesIEEE Transactions on Pattern Analysis and Machine Intelligence, 1992