Abstract
In this contribution an empirical approach to global ocean tide and Mean Sea Level (MSL) modeling based on satellite altimetry observations is presented with all details. Considering the fact that the satellite altimetry technique can provide sea level observations at the global scale, spherical harmonics defined for the whole range of spherical coordinates (0 ≤ λ ≤ 2π, and − π/2 ≤ ϕ≤ +π/2) could be among the possible choices for global ocean tide modeling. However, when applied for modeling of global ocean tide, spherical harmonics lose their orthogonality due to the following reasons: (1) Observation of sea surface is made over discrete points, and not as a continuous function, which is needed for having the orthogonality property of spherical harmonics in functional space. (2) The range of application of spherical harmonics for global ocean tide modeling is limited to the sea areas covered by satellite altimetry observations and not the whole globe, which is also required for the fluffiness of the orthogonality of spherical harmonics. In this contribution we show how a set of orthonormal base functions at the sea areas covered by the satellite altimetry observations can be derived from spherical harmonics in order to solve the lack of orthogonality. Using the derived orthonormal base functions, a global MSL model, and empirical global ocean tide models for six major semidiurnal and diurnal tidal constituents, namely, S2, M2, N2, K1, P1, and O1 as well as three long term tidal components, i.e., Mf, Mm, and Ssa, are developed based on six years of Jason-1 satellite altimetry sea level data as a numerical case study.
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References
Ardalan, A.A., Grafarend, E.W., Kakkuri, J.: National height datum, the Gauss-Listing geoid level value ω0 and its time variation (Baltic sea level project: epochs 1990.8, 1993.8, 1997.4). J Geod 76 (2002) 1–28
Grafarend, E.W., Ardalan, A.A.: ω0: An estimate in the finnish height datum N60, epoch 1993.4, from twenty-five GPS points of the Baltic sea level project. J Geod 71 (1997) 673–679
Burša, M., Kouba, J., Raděj, K., True, S.A., Vatrt, V., Vojtíšková, M.: Monitoring geoidal potential on the basis of TOPEX/Poseidon altimeter data and EGM96. Scientific Assembly of IAG, Rio de Janeiro (1997)
Burša, M., Raděj, K., Šima, K., True, S.A., Vatrt, V.: Determination of the geopotential scale factor from TOPEX/Poseidon satellite altimetry. Stud Geoph et Geod 41 (1997) 203–216
Burša, M., Kouba, J., Muneendra, K., Müller, A., Raděj, K., True, S.A., Vatrt, V., Vojtíšková, M.: Geoidal geopotential and world height system. Studia Geoph. et Geod 43 (2000) 327–337
Schwiderski, E.W.: Ocean tides, 1, global ocean tidal equations. Mar Geod 3 (1980) 161–217
Le Provost, C., Genco, M.L., Lyard, F., Vincent, P., Canceil, P.: Spectroscopy of the world ocean tides from a finite-element hydrodynamic model. J Geophys Res 99 (1994) 24777–24797
Lefèvre, F., Lyard, F.H., Le Provost, C.: FES98: A new global tide finite element solution independent of altimetry. Geophys Res Lett 27 (2000) 2717–2720
Le Provost, C.: An analysis of SEASAT altimeter measurements over a coastal area: The English channel. J Geophys Res 88 (1983) 1647–1654
Cartwright, D.E., Ray, R.D.: Oceanic tides from Geosat altimetry. J Geophys Res 95 (1990) 3069–3090
Benada, J.R.: PO.DAAC Merged GDR TOPEX-Poseidon Generation B user’s handbook, version 2.0. Technical Report D-11007, Jet Propulsion Laboratory (JPL), 4800 Oak Grove Drive, Pasadena, California 91109 (1997)
Lemoine, F.G., Kenyon, S.C., Factor, J.K., Trimmer, R.G., Pavlis, N.K., Chinn, D.S., Cox, C.M., Klosko, S.M., Luthcke, S.B., Torrence, M.H., Wang, Y.M., Williamson, R.G., Pavlis, E.C., Rapp, R.H., Olson, T.R.: The development of the joint NASA GSFC and the National Imagery and Mapping Agency (NIMA) geopotential model EGM96. NASA Technical Paper NASA/TP-1998-206861, Goddard Space Flight Center, National Aeronautics and Space Administration (NASA), Greenbelt, MD (1998)
Andersen, O.B.: Global ocean tides from ERS-1 and TOPEX-POSEIDON altimetry. J Geophys Res 100 (1995) 25249–25260
Andersen, O.B.: New ocean tide models for loading computations. Bull Int Mare Terr 102 (1995) 9256–9264
Cartwright, D.E., Ray, R.D.: Energetics of global ocean tides from Geosat altimetry. J Geophys Res 96 (1991) 16897–16912
Cartwright, D.E., Ray, R.D., Sanchez, B.V.: Oceanic tide maps and spherical harmonic coefficients from Geosat altimetry. NASA Tech Memo 104544, Goddard Space Flight Center, National Aeronautics and Space Administration (NASA), Greenbelt, MD (1991)
Desai, S.D., Wahr, J.M.: Empirical ocean tide models estimated from TOPEX/Poseidon altimetry. J Geophys Res 100 (1995) 25205–25228
Eanes, R.J.: Diurnal and semidiurnal tides from TOPEX/Poseidon altimetry. Eos Trans AGU, Spring Meeting Suppl, Baltimore, MD 75 (1994)
Eanes, R.: The CSR4.0 global ocean tide model. ftp://www.csr.utexas.edu/ pub/tide (2002)
Eanes, R.J., Bettadpur, S.V.: The CSR3.0 global ocean tide model: Diurnal and semi-diurnal ocean tides from TOPEX/Poseidon altimetry. Technical Report CRS-TM-96-05, Centre for Space Research, University of Texas, Austin, TX (1996)
Egbert, G.D., Bennett, A.F., Foreman, M.G.G.: TOPEX/Poseidon tides estimated using a global inverse model. J Geophys Res 99 (1994) 24821–24852
Egbert, G.D.: Tidal data inversion: Interpolation and inference. Prog Oceanogr 40 (1997) 81–108
Egbert, G.D., Bennett, A.F., Foreman, M.G.G.: TOPEX/POSEIDON tides estimated using a global inverse model. J Geophys Res 99 (1999) 24821–24852
Egbert, G.D., Erofeeva, L.: Efficient inverse modeling of barotropic ocean tides. J Atmos Ocean Tech 19 (2002) 183–204
Egbert, G.D., Ray, R.D.: Significant tidal dissipation in the deep ocean inferred from satellite altimeter data. Nature 405 (2000) 775–778
Egbert, G.D., Ray, R.D.: Estimates of M2 tidal energy dissipation from TOPEX/POSEIDON altimetry data. J Geophys Res 106 (2001) 22475–22502
Egbert, G.D., Ray, R.D.: Semi-diurnal and diurnal tidal dissipation from TOPEX-Poseidon altimetry. Geophys Res Lett 30 (2003) doi:10.1029/2003GL017676
Kagan, B.A., Kivman, G.A.: Modelling of global ocean tides with allowance for island effects. Ocean Dynam 45 (1993) 1–13
Kantha, L.H.: Barotropic tides in the global oceans from a nonlinear tidal model assimilating altimetric tides. 1. model description and results. J Geophys Res 100 (1995) 25283–25308
Knudsen, P.: Global low harmonic degree models of seasonal variability and residual ocean tides from TOPEX/Poseidon altimeter data. J Geophys Res 99 (1994) 24643–24655
Krohn, J.: A global ocean tide model with high resolution in shelf areas. Mar Geophys Res 7 (1984) 231–246
Le Provost, C., Lyard, F., Molines, J.M., Genco, M.L., Rabilloud, F.: A hydrodynamic ocean tide model improved by assimilating a satellite altimeter-derived data set. J Geophys Res 103 (1998) 5513–5529
Le Provost, C.: FES2002: A new version of the FES tidal solution series. Jason-1 Science Working Team Meeting, Biarritz, France (2002)
Lefèvre, F., Lyard, F.H., Le Provost, C.: FES99: A global tide finite element solution assimilating tide gauge and altimetric information. J Atmos Ocean Tech 19 (2002) 1345–1356
Letellier, T.: Etude des ondes de marée sur les plateux continentaux. PhD thesis, Université de Toulouse III, Ecole Doctorale des Sciences de l’Univers, de l’Environnement et de l’Espace (2004)
Letellier, T., Lyard, F., Lefèvre, F.: The new global tidal solution: FES2004. Ocean Surface Topography Science Team Meeting, Saint Petersburg, FL (2004)
Ma, X.C., Shum, C.K., Eanes, R.J., Tapley, B.D.: Determination of ocean tides from the first year of TOPEX/Poseidon altimeter measurements. J Geophys Res 99 (1994) 24809–24820
Matsumoto, K., Ooe, M., Sato, T., Segawa, J.: Ocean tide model obtained from TOPEX/Poseidon altimetry data. J Geophys Res 100 (1995) 25319–25330
Matsumoto, K., Takanezawa, T., Ooe, M.: Ocean tide models developed by assimilating TOPEX/Poseidon altimeter data into hydrodynamical model: A global model and a regional model around Japan. J Oceanogr 56 (2000) 567–581
Mazzega, P., Merge, M., Francis, O.: TOPEX/Poseidon tides: The OMP2 atlas. EOS Trans, AGU, Fall Meet suppl 75 (1994)
Ray, R.D., Sanchez, B.V., Cartwright, D.E.: Some extensions to the response method of tidal analysis applied to TOPEX/Poseidon altimetry. Eos Trans AGU, Spring Meet Suppl, Baltimore, MD 75 (1994)
Ray, R.D.: A global ocean tide model from TOPEX/Posidon altimetry: GOT99.2. NASA Tech Memo NASA/TM-1999-209478, Goddard Space Flight Center, Goddard Space Flight Center (1999)
Sanchez, B.V., Pavlis, N.K.: Estimation of main tidal constituents from TOPEX altimetry using a proudman function expansion. J Geophys Res 100 (1995) 25229–25248
Schrama, E.J.O., Ray, R.D.: A preliminary tidal analysis of TOPEX/Poseidon altimetry. J Geophys Res 99 (1994) 24799–24808
Schwiderski, E.W.: Ocean tides, 2, a hydronomical interpolations model. Mar Geod 3 (1980) 218–257
Schwiderski, E.W.: On charting global ocean tides. Rev Geophys Space Phys 18 (1980) 243–268
Tierney, C.C., Kantha, L.H., Born, G.H.: Shallow and deep water global ocean tides from altimetry and numerical modeling. J Geophys Res 105 (2000) 11259–11277
Wang, Y.M., Rapp, R.H.: Estimation of sea surface topography, ocean tides, and secular changes from Topex altimeter data. Technical Report 430, Dep Geod Sci Surv, Ohio State University, Columbus (1994)
Andersen, O.B., Woodworth, P.L., Flather, R.A.: Intercomparison of recent ocean tide models. J Geophys Res 100 (1995) 25261–25282
Baker, T.F., Bos, M.S.: Validating earth and ocean tide models using tidal gravity measurements. Geophys J Int 152 (2003) 468–485
Bos, M.S., Baker, T.F., Røthing, K., Plag, H.P.: Testing ocean tide models in the nordic seas with tidal gravity observations. Geophys J Int 150 (2002) 687–694
King, M.A., Padman, L.: Accuracy assessment of ocean tide models around antarctica. Geophys Res Lett 32 (2005) doi:10.1029/2005GL023901
King, M.A., Penna, N.T., Clarke, P.J., King, E.C.: Validation of ocean tide models around antarctica using onshore GPS and gravity data. Geophys Res Lett 110 (2005) doi:10.1029/2004JB003390
Llubes, M., Mazzega, P.: Testing recent global ocean tide models with loading gravimetric data. Prog Oceanogr 40 (1997) 369–383
Shum, C.K., Woodworth, P.L., Andersen, O.B., Egbert, G.D., Francis, O., King, C., Klosko, S.M., Le Provost, C., Li, X., Molines, J.M., Parke, M.E., Ray, R.D., Schlax, M.G., Stammer, D., Tierney, C.C., Vincent, P., Wunsch, C.I.: Accuracy assessment of recent ocean tide models. J Geophys Res 102 (1997) 25173–25194
Urschl, C., Dach, R., Hugentobler, U., Schaer, S., Beutler, G.: Validating ocean tide loading models using GPS. J Geod 78 (2005) 616–625
Groves, G.W., Reynolds, R.W.: An orthogonalized convolution method of tide prediction. J Geophys Res 80 (1975) 4131–4138
Darwin, G.H.: Report of a committee for the harmonic analysis of tidal observations. British Association Report (1883) 48–118
Cherniawsky, J.Y., Foreman, M.G.G., Crawford, W.R., Henry, R.F.: Ocean tides from TOPEX/Poseidon sea level data. J Atmos Ocean Tech 18 (2001) 649–664
Cherniawsky, J.Y., Foreman, M.G.G., Crawford, W.R., Beckley, B.D.: Altimeter observations of sea-level variability off the west coast of north america. Int J Remote Sens 25 (2004) 1303–1306
Ponchaut, F., Lyard, F., Prevost, C.L.: An analysis of the tidal signal in the WOCE sea level dataset. J Atmos Ocean Tech 18 (2001) 77–91
Smith, A.J.E., Ambrosius, B.A.C., Wakker, K.F., Woodworth, P.L., Vassie, J.M.: Comparison between the harmonic and response methods of tidal analysis using TOPEX-Poseidon altimetry. J Geod 71 (1997) 695–703
Smith, A.J.E., Ambrosius, B.A.C., Wakker, K.F., Woodworth, P.L., Vassie, J.M.: Ocean tides from harmonic and response analysis on TOPEX-Poseidon altimetry. Remote Sensing: Earth, Ocean and Atmosphere Advances in Space Research 22 (1999) 1541–1548
Smith, A.J.E.: Ocean tides from satellite altimetry. PhD thesis, Delft Institute for Earth-Oriented Space Research, Delft University of Technology, Delft, The Netherlands (1997)
Mainville, A.: The altimetry-gravimetry problem using orthonormal base functions. Technical Report 373, Dep Geod Sci Surv, Ohio State University, Columbus (1987)
Hwang, C.: Orthogonal functions over the oceans and applications to the determination of orbit error, geoid and sea surface topography from satellite altimetry. Technical Report 414, Dep Geod Sci Surv, Ohio State University, Columbus (1991)
Hwang, C.: Spectral analysis using orthonormal functions with a case study on the sea surface topography. Geophys J Int 115 (1993) 1148–1160
Hwang, C.: Orthonormal function approach for Geosat determination of sea surface topography. Mar Geod 18 (1995) 245–271
Rapp, R.H., Zhang, C., Yi, Y.: Analysis of dynamic ocean topography using TOPEX data and orthonormal functions. J Geophys Res 101 (1995) 22583–22598
Rapp, R.H., Zhang, C., Yi, Y.: Comparison of dynamic ocean topography using TOPEX data and orthonormal function. J Geophys Res 101 (1996) 22583–22598
Rapp, R.H.: Ocean domains and maximum degree of spherical harmonic and orthonormal expansions. Technical Report NASA/CR-1999-208628, Goddard Space Flight Center, National Aeronautics and Space Administration, Goddard Space Flight Center, Greenbelt, MD, Maryland 20771 (1999)
Doodson, A.T.: The analysis of tidal observations. Philosophical Transactions of the Royal Society of London, Series A, Containing papers of a Mathematical or Physical Character 227 (1928) 223–279
Thong, N.C., Grafarend, E.W.: A spheroidal model of the terrestrial gravitational field. Manuscr Geod 14 (1989) 285–304
Heiskanen, W.A., Moritz, H.: Physical Geodesy. W.H.Freeman, New York (1967)
Davis, P.J.: Interpolation and Approximation. Dover Publications (1975)
Kreyszig, E.: Introductory Functional Analysis with applications. John Wiley and Sons, New York, Chi Chester, Toronto (1978)
Picot, N., Case, K., Desai, S., Vincent, P.: AVISO and PO.DAAC user handbook, IGDR and GDR Jason products. Technical Report JPL D-21352, Jet propulsion Laboratory (2004)
Yi, Y.: Determination of gridded mean sea surface from TOPEX, ERS-1 and GEOSAT altimeter data. Technical Report 434, Dep Geod Sci Surv, Ohio State University, Columbus (1995)
Rapp, R.H., Yi, Y.: Role of ocean variability and dynamic ocean topography in the recovery of the mean sea surface and gravity anomalies from satellite altimeter data. J Geod 71 (1997) 617– 629
Wang, Y.M.: GSFC00 mean sea surface, gravity anomaly, and vertical gravity gradient from satellite altimeter data. J Geophys Res 106 (2001) 31167–31174
Rummel, R., Gelderen, M.V., Koop, R., Schrama, E.J.O., Sanso, F., Brovelli, M., Miggliaccio, F., Sacerdote, F.: Spherical harmonic analysis of satellite gradiometry. Technical Report 39, Netherlands Geodetic Commission, Delft University of Technology, Faculty of Geodetic Engineering (1993)
Tsoulis, D.: Spherical harmonic computations with topographic/isostatic coefficients. Technical Report IAPG/FESG No. 3, Institute of Astronomical and Physical Geodesy (IAPG), Technical University of Munich (1999)
Golub, G.H., Loan, C.F.V.: Matrix Computations. Third edn. John Hopkins University Press, Baltimore, MD (1996)
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Ardalan, A.A., Hashemi, H. (2008). Empirical Global Ocean Tide and Mean Sea Level Modeling Using Satellite Altimetry Data Case Study: A New Empirical Global Ocean Tide and Mean Sea Level Model Based on Jason-1 Satellite Altimetry Observations. In: Donner, R.V., Barbosa, S.M. (eds) Nonlinear Time Series Analysis in the Geosciences. Lecture Notes in Earth Sciences, vol 112. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78938-3_9
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