Spatio-temporal Correlations of Terrestrial Laser Scanning

authored by
Stephanie Kauker, Christoph Holst, Volker Schwieger, Heiner Kuhlmann, Steffen Schön
Abstract

This contribution investigates correlations in terrestrial laser scanning on the scientific level. It summarizes recent approaches to model correlations, to develop measurement scenarios for the determination of correlations as well as to identify the influence of the correlations on estimation procedures. It can be concluded that the following challenges are remaining: complete synthetic modelling as well as the development of appropriate measurement scenarios to determine correlations in an empirical way. Additionally, the research has to be extended to the time domain, since deformation analysis implicitly needs to consider temporal correlations if they are existent. Therefore, the general ideas of modelling spatio-temporal correlations based on stochastic fields are presented. This will open the field for numerous possibilities to integrate modelled correlations into the deformation analysis process.

Organisation(s)
Institute of Geodesy
External Organisation(s)
University of Stuttgart
University of Bonn
Type
Article
Journal
AVN Allgemeine Vermessungs-Nachrichten
Volume
123
Pages
170-182
No. of pages
13
ISSN
0002-5968
Publication date
2016
Publication status
Published
Peer reviewed
Yes
ASJC Scopus subject areas
Geography, Planning and Development, Civil and Structural Engineering, Earth and Planetary Sciences (miscellaneous)
Electronic version(s)
https://gispoint.de/index.php?eID=tx_securedownloads&p=414&u=0&g=0&t=1590855902&hash=c9cc92969e03a0cb95a1e12520d993d5a758986d&file=fileadmin/user_upload/Artikel_Archiv/Articles_PDF/avn/2016/S_170-182_Kauker_avn_6_2016.pdf (Access: Unknown)
 

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