Spatiotemporal analysis of GPS time series in vertical direction using independent component analysis

QR Code

Spatiotemporal analysis of GPS time series in vertical direction using independent component analysis

GPS has been widely used in the field of geodesy and geodynamics thanks to its technology development and the improvement of positioning accuracy. A time series observed by GPS in vertical direction usually contains tectonic signals, non-tectonic signals, residual atmospheric delay, measurement nois...

Full description

Bibliographic Details
Main Authors:	Liu, Bin, Dai, Wujiao, Peng, Wei, Meng, Xiaolin
Format:	Article
Published:	Springer 2015
Subjects:	Vertical GPS time series; Non-tectonic deformation; Spatiotemporal analysis; Common-mode error; Independent component analysis
Online Access:	https://eprints.nottingham.ac.uk/35372/

Similar Items

Redundant Data Elimination in Independent Component Analysis
by: Liu, Xianhua, et al.
Published: (2005)

Adaptive Similarity Component Analysis in Nonparametric Dynamic Environment
by: Sojodishijani, Omid
Published: (2011)

Spatiotemporal Analysis of Urban Growth, Sprawl and Structure
by: Dewan, Ashraf, et al.
Published: (2013)

Fitting gravimetric geoid models to vertical deflections
by: Featherstone, Will, et al.
Published: (2009)

A new independent component analysis algorithm: Joint approximate diagonalization of simplified cumulant matrices
by: Liu, Xianhua, et al.
Published: (2005)

A web service service for the dynamic linkage and visualisation of multivariate spatiotemporal information
by: Moncrieff, Simon, et al.
Published: (2013)

Spatiotemporal evolution of long-term slow slip events at the Hikurangi Subduction Zone, New Zealand (2021-2023): implications for seismic activity
by: Yan, Li, et al.
Published: (2025)

Common-mode voltage mitigation of dual three-phase voltage source inverters in a motor drive application
by: Alcaide, Abraham Marquez, et al.
Published: (2021)

Using the signal-to-noise ratio of GPS records to detect motion of structures
by: Peppa, Ioulia, et al.
Published: (2018)

Dimensional Variation Analysis and Synthesis for Composite Components and Assemblies
by: Dong, Chensong, et al.
Published: (2009)

Do We Need a Gravimetric Geoid or a Model of the Australian Height Datum to Transform GPS Heights in Australia?
by: Featherstone, Will
Published: (1998)

Monitoring, diagnostics and improvement of process performance
by: Rafique, Muhammad T.
Published: (2009)

Spatiotemporal patterns of tuberculosis in Hunan province, China
by: Alene, Kefyalew, et al.
Published: (2021)

Bachelor of Engineering (Hons.) Electrical (EE220) POs performance analysis based on OBE-ANAS measurement tools / Mohaiyedin Idris
by: Idris, Mohaiyedin, et al.
Published: (2017)

Surveying adjustment datum and relative deformation accuracy analysis
by: Chen, Guoliang, et al.
Published: (2014)

Vertical deformation monitoring of the suspension bridge tower using GNSS: a case study of the Forth Road Bridge in the UK
by: Chen, Qusen, et al.
Published: (2018)

Tectonic links between Proterozoic sedimentary cycles, basin formation and magmatism in the Albany–Fraser Orogen, Western Australia
by: Spaggiari, C.V., et al.
Published: (2014)

GPS-Geodetic Deformation Monitoring of the South-west Seismic Zone of Western Australia: Review, Description of Methodology and Results from Epoch-one
by: Featherstone, Will, et al.
Published: (2004)

Statistical analysis for condition base monitoring on auxiliary engine / Nur Hidayah Mohd Razali
by: Mohd Razali, Nur Hidayah
Published: (2012)

The effect of high leverage points on VIF measures on noncollinear data / Nurul Bariyah Ibrahim... [et al.]
by: Ibrahim, Nurul Bariyah, et al.
Published: (2016)

Mobile augmented reality (AR) application - benchmark identifier around Shah Alam/ Nuraishah Ahmad Jefry
by: Jefry, Nuraishah Ahmad
Published: (2020)

High-strain zone deformation in the southern Capricorn Orogen, Western Australia: kinematics and age constraints
by: Reddy, Steven, et al.
Published: (2004)

Strategies for long-term monitoring of tide gauges using GPS
by: Teferle, Felix Norman
Published: (2003)

Potentially Misleading GPS Leveling-Based Assessment of Gravimetric Geoid or Quasigeoid Models due to Vertical Land Motion and Different GPS Processing Software
by: Featherstone, Will, et al.
Published: (2019)

ARAIM for Vertical Guidance Using GPS and BeiDou
by: El-Mowafy, Ahmed
Published: (2013)

Modelling the spatiotemporal change of canopy urban heat islands
by: Jasim M, Ali, et al.
Published: (2016)

A novel spatiotemporal home heating controller design: system emulation and field testing
by: Kruusimagi, Martin, et al.
Published: (2018)

On the Use of the Geoid in Geophysics: A Case Study over the North-west Shelf of Australia
by: Featherstone, Will
Published: (1997)

Real-time deformation monitoring of bridges using GPS/Accelerometers
by: Meng, Xiaolin
Published: (2002)

GA-SVR and pseudo-position-aided GPS/INS integration during GPS outage
by: Tan, Xinglong, et al.
Published: (2015)

Multivariate Prediction of Total Water Storage Changes Over West Africa from Multi-Satellite Data
by: Forootan, E., et al.
Published: (2014)

Optimal GPS/accelerometer integration algorithm for monitoring the vertical structural dynamics
by: Meng, Xiaolin, et al.
Published: (2014)

Determination and classification of human stress index using non parametric analysis of EEG signals / Norizam Sulaiman
by: Sulaiman, Norizam
Published: (2015)

Classification of process dynamics with Monte Carlo singular spectrum analysis
by: Jemwa, G., et al.
Published: (2006)

The geometry and timing of orogenic extension: An example from the western Italian Alps
by: Reddy, Steven, et al.
Published: (1999)

Precise Point Positioning (PPP): GPS vs. GLONASS and GPS+GLONASS with an alternative strategy for tropospheric Zenith Total Delay (ZTD) estimation
by: Mohammed, Jareer Jaber
Published: (2017)

A modified maximum likelihood estimation for the three parameters in lognormal distribution model / Faiz Zulkifli, Noorizam Daud and Norazan Mohamed Ramli
by: Zulkifli, Faiz, et al.
Published: (2011)

Regional Astrogeodetic Validation of GPS/Levelling Data and Quasigeoid Models
by: Voigt, C., et al.
Published: (2007)

Development of reliability-centered maintenance model using linguistic failure mode and effect analysis
by: Mohammed Ahmed Qaid, Alrifaey Moath
Published: (2019)

Principal component analysis of image gradient orientations for face recognition
by: Tzimiropoulos, Georgios, et al.
Published: (2011)