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THE USE OF LOCALLY WEIGHTED SCATTERPLOT SMOOTHING IN THE ANALYSES OF GPS TIME SERIES AUTOCORRELATIONS

Janusz Bogusz, Mariusz Figurski, Anna Klos, Andrzej Araszkiewicz

First published: 2014-06-20https://doi.org/10.5593/sgem2014/b22/s9.074View metrics

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Publication details

Title
THE USE OF LOCALLY WEIGHTED SCATTERPLOT SMOOTHING IN THE ANALYSES OF GPS TIME SERIES AUTOCORRELATIONS
Authors
Janusz Bogusz, Mariusz Figurski, Anna Klos, Andrzej Araszkiewicz
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 14th SGEM GeoConference on INFORMATICS, GEOINFORMATICS AND REMOTE SENSING
Publisher
Stef92 Technology
Year
2014
Pages
Not available yet
ISSN
1314-2704
ISBN
978-619-7105-11-7
Language
en
Publication type
Conference Paper
References22
  1. Agnew D.C., The time-domain behaviour of power-law noises. Geophysical Research Letters, 19(4), pp. 333-336, 1992.

  2. Blewitt G. & Lavallée D., Effect of annual signals on geodetic velocity. J Geophys Res 107(B7):2145, DOI: 10.1029/2001JB000570, 2002.

  3. Cleveland W. S., Robust Locally Weighted Regression and Smoothing Scatterplots. Journal of the American Statistical Association 74 (368): 829 –836. DOI: 10.2307/2286407. JSTOR 2286407. MR 0556476, 1979.

  4. Cleveland W.S. & Devlin S.J., Locally-Weighted Regression: An Approach to Regression Analysis by Local Fitting, 1988.

  5. Gross R., Beutler G. & Plag H.-P., Integrated scientific and societal user requirements and functional specifications for the GGOS. In: H.-G. Plag, M. Pearlman (eds.), Global Geodetic Observing System: Meeting the Requirements of a Global Society on a Changing Planet in 2020, Springer, Berlin, 209-224, 2009.

  6. Mao A., Harrison Ch.G.A. & Dixon T.H., Noise in GPS coordinate time series. Journal of Geophysical Research, vol. 104, No. B2, pp. 2797-2816, February 10, 1999.

  7. Williams S.D.P., Bock Y., Fang P., Jamason P., Nikolaidis R.M., Prawirodirdjo L., Miller M. & Johnson D., Error analysis of continuous GPS position time series. Journal of Geophysical Research, vol. 109, B03412, DOI: 10.1029/2003JB002741, 2004.

  8. Williams S.D.P., The effect of coloured noise on the uncertainties of rates estimated from geodetic time series. Journal of Geodesy 76: 483-494, DOI: 10.1007/s00190-002 -0283-4, 2003.

  9. Zhang J., Bock Y., Johnson H., Fang P., Williams S., Genrich J., Wdowinski S. & Behr J., Southern California Permanent GPS Geodetic Array: Error analysis of daily position estimates and site velocities. Journal of Geophysical Research, vol. 102, No. B8, pp. 18,035-18,055, August 10, 1997.

  10. Wessel P., Smith W. H. F., Scharroo R., Luis J. F. & Wobbe F., Generic Mapping Tools: Improved version released, EOS Trans. AGU, 94, pp. 409-410, 2013.

  11. Amante, C. & B. W. Eakins, ETOPO1 1 Arc-Minute Global Relief Model: Procedures, Data Sources and Analysis. NOAA Technical Memorandum NESDIS NGDC-24, 19 pp, March 2009. 14th SGEM GeoConference on Informatics, Geoinformatics and Remote Sensing

  12. Agnew D.C., The time-domain behaviour of power-law noises. Geophysical Research Letters, 19(4), pp. 333-336, 1992.

  13. Blewitt G. & Lavallée D., Effect of annual signals on geodetic velocity. J Geophys Res 107(B7):2145, DOI: 10.1029/2001JB000570, 2002.

  14. Cleveland W. S., Robust Locally Weighted Regression and Smoothing Scatterplots. Journal of the American Statistical Association 74 (368): 829 –836. DOI: 10.2307/2286407. JSTOR 2286407. MR 0556476, 1979.

  15. Cleveland W.S. & Devlin S.J., Locally-Weighted Regression: An Approach to Regression Analysis by Local Fitting, 1988.

  16. Gross R., Beutler G. & Plag H.-P., Integrated scientific and societal user requirements and functional specifications for the GGOS. In: H.-G. Plag, M. Pearlman (eds.), Global Geodetic Observing System: Meeting the Requirements of a Global Society on a Changing Planet in 2020, Springer, Berlin, 209-224, 2009.

  17. Mao A., Harrison Ch.G.A. & Dixon T.H., Noise in GPS coordinate time series. Journal of Geophysical Research, vol. 104, No. B2, pp. 2797-2816, February 10, 1999.

  18. Williams S.D.P., Bock Y., Fang P., Jamason P., Nikolaidis R.M., Prawirodirdjo L., Miller M. & Johnson D., Error analysis of continuous GPS position time series. Journal of Geophysical Research, vol. 109, B03412, DOI: 10.1029/2003JB002741, 2004.

  19. Williams S.D.P., The effect of coloured noise on the uncertainties of rates estimated from geodetic time series. Journal of Geodesy 76: 483-494, DOI: 10.1007/s00190-002 -0283-4, 2003.

  20. Zhang J., Bock Y., Johnson H., Fang P., Williams S., Genrich J., Wdowinski S. & Behr J., Southern California Permanent GPS Geodetic Array: Error analysis of daily position estimates and site velocities. Journal of Geophysical Research, vol. 102, No. B8, pp. 18,035-18,055, August 10, 1997.

  21. Wessel P., Smith W. H. F., Scharroo R., Luis J. F. & Wobbe F., Generic Mapping Tools: Improved version released, EOS Trans. AGU, 94, pp. 409-410, 2013.

  22. Amante, C. & B. W. Eakins, ETOPO1 1 Arc-Minute Global Relief Model: Procedures, Data Sources and Analysis. NOAA Technical Memorandum NESDIS NGDC-24, 19 pp, March 2009. 14th SGEM GeoConference on Informatics, Geoinformatics and Remote Sensing

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