Skip to main content

Least-Squares Collocation

  • Living reference work entry
  • First Online:
Encyclopedia of Geodesy

Definition

Least-squares collocation (LSC) is one important method for the solution of the partial differential equation for the determination of the anomalous gravity potential (disturbing potential).

Introduction

The difference T = W-U is denoted the anomalous gravity potential . W is the gravity potential and U is a suitable reference potential which includes the same centrifugal potential as W. T therefore becomes a harmonic function , i.e., it satisfies the Laplace equation outside the masses of the Earth. (The contribution of the Moon and the planets, as well as of the atmosphere, will not be discussed here.) The determination of (approximations to) T is thus equivalent to the solution of a partial differential equation. The following discussion will be limited to the solution in 3 dimensions. For 2 dimensions see Forsberg (1984).

One of the methods for the solution of the partial differential equation in the form of an approximation to Tis the method of least-squares...

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

References and Reading

  • Forsberg, R., 1984. Local covariance functions and density distributions. Reports of the Department of Geodetic Science and Surveying No. 356, The Ohio State University, Columbus.

    Google Scholar 

  • Forsberg, R., and Tscherning, C. C., 1981. The use of height data in gravity field approximation by collocation. Journal of Geophysical Research, 86(B9), 7843–7854.

    Article  Google Scholar 

  • Forsberg, R., and Tscherning, C. C., 2008. An overview manual for the GRAVSOFT Geodetic Gravity Field Modelling Programs, 2nd edn. Contract report for JUPEM.

    Google Scholar 

  • Goad, C. C., Tscherning, C. C., and Chin, M. M., 1984. Gravity empirical covariance values for the Continental United States. Journal of Geophysical Research, 89(B9), 7962–7968.

    Article  Google Scholar 

  • Kaas, E., Sørensen, B., Tscherning C. C., and Veichert, M., 2013 (in print). Multi-processing least squares collocation applications to gravity field analysis. Journal of Geodetic Science, 3(3):219–223. doi:10.2478/jogs-2013-0025.

    Google Scholar 

  • Knudsen, P., 1987. Estimation and modelling of the local empirical covariance function using gravity and satellite altimeter data. Bulletin Geodesique, 61, 145–160.

    Article  Google Scholar 

  • Krarup, T., 1969. A Contribution to the Mathematical Foundation of Physical Geodesy. Meddelelse no. 44, Geodætisk Institut, København.

    Google Scholar 

  • Migliaccio, F., Reguzzoni, M., Sans6, F., and Tscherning, C. C., 2004. The performance of the space-wise approach to GOCE data analysis, when statistical homogenization is applied. Newton’s Bulletin, 2, pp. 60–65.

    Google Scholar 

  • Moritz, H., 1965. Schwerevorhesage und Ausgelichungsrechnung. Z. f. Vermessungswesen, 90, 181–184.

    Google Scholar 

  • Moritz, H., 1980. Advanced Physical Geodesy. Karlsruhe: H. Wichmann Verlag.

    Google Scholar 

  • Parzen, E., 1959. Statistical Inference on Time Series by Hilbert Space Methods, I. (Reprinted in “Time Series Analysis Papers”, Holden-Day, Applied Mathematics and Statistics Laboraotry, Stanford University, San Francisco, 1967, pp. 251–282) https://books.google.dk/books?id=1n2\_HgAACAAJ.

    Google Scholar 

  • Pertusini, L., Reguzzoni, M., Sansò, F., and Sona G., 2007. Ellipsoidal collocation. Presented XXIV IUGG General Assembly, Perugia, July 2007.

    Google Scholar 

  • Reguzzoni, M., and Gatti A., 2013. Anisotropic covariance modelling based on locally adapted coefficient variances in gravity field estimation. Submitted proceedings HM2013.

    Google Scholar 

  • Sansò, F., and Tscherning, C. C., 1980. Notes on convergence problems in Col-location theory. Bolletino di Geodesia e Scienze Affini, XXXIX(2), 221–252.

    Google Scholar 

  • Tscherning, C. C., 1972a. An Algol-program for prediction of height anomalies, gravity anomalies and deflections of the vertical. The Danish Geodetic Institute Internal Report No. 2.

    Google Scholar 

  • Tscherning, C. C., 1972b. Representation of covariance functions related to the anomalous potential of the earth using reproducing kernels. The Danish Geodetic Institute Internal Report No. 3.

    Google Scholar 

  • Tscherning, C. C., 1974. A FORTRAN IV program for the determination of the anomalous potential using stepwise least squares collocation. Reports of the Department of Geodetic Science No. 212, The Ohio State University, Columbus.

    Google Scholar 

  • Tscherning, C. C., 1978a. On the convergence of least squares collocation. Bolletino di Geodesia e Scienze Affin, XXXIII(2–3), 507–516.

    Google Scholar 

  • Tscherning, C. C., 1978b. A users guide to geopotential approximation by stepwise collocation on the RC 4000-Computer. Geodaetisk Institut Meddelelse No. 53.

    Google Scholar 

  • Tscherning, C. C., and Rapp, R. H., 1974. Closed covariance expressions for gravity anomalies, geoid undulations, and deflections of the vertical implied by anomaly degree-variance models. Reports of the Department of Geodetic Science No. 208, The Ohio State University, Columbus.

    Google Scholar 

  • Yildiz, H., Forsberg, R., Ågren, J., Tscherning, C. C., and Sjöberg, L. E., 2012. Comparison of remove-compute-restore and least squares modification of Stokes formula techniques to quasi-geoid determination over the Auvergne test area. Journal of Geodetic Science, 2(1), 1–12, doi:10.2478/v10156-011-0024-9.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to C. C. Tscherning .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this entry

Cite this entry

Tscherning, C.C. (2015). Least-Squares Collocation. In: Grafarend, E. (eds) Encyclopedia of Geodesy. Springer, Cham. https://doi.org/10.1007/978-3-319-02370-0_51-1

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-02370-0_51-1

  • Received:

  • Accepted:

  • Published:

  • Publisher Name: Springer, Cham

  • Online ISBN: 978-3-319-02370-0

  • eBook Packages: Springer Reference Earth and Environm. ScienceReference Module Physical and Materials ScienceReference Module Earth and Environmental Sciences

Publish with us

Policies and ethics