Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2026, V. 23, No. 5, pp. 9-21
Method for calculating the SWOT intermission bias relative to Jason-CS for the Sea of Okhotsk
A.A. Romanov , A.A. Romanov 1 1 Moscow Institute of Physics and Technology, Dolgoprudny, Moscow Region, Russia
Accepted: 24.06.2026
DOI: 10.21046/2070-7401-2026-23-5-9-21
Over their period of continuous operation, the TOPEX/Poseidon (Topographic Experiment/Poseidon) altimetry mission and its successors, Jason-1/2/3/CS, have accumulated a significant volume of altimetry data for the global ocean. The recent launch of the new SWOT (Surface Water and Ocean Topography) spacecraft has expanded the capabilities for studying mesoscale variability; however, practical application of SWOT nadir altimeter data in conjunction with Jason-CS data for regional basins, such as the Sea of Okhotsk, is challenging without eliminating the local intermission bias. Within the framework of this study, an analysis was performed using a dataset from the SWOT traditional altimeter and the corresponding Jason-CS sample for the 2023–2026 period. A methodology is proposed to eliminate the local intermission bias based on reference data from the Jason-CS satellite. An adaptive algorithm utilizing Tikhonov regularization implements a bias calculation that is robust against data deficits. As a result of applying the proposed methodology, the systematic bias between the data samples decreased from +2.26 to +0.71 cm, and the root-mean-square error at crossover points was reduced by 43.9 %.
Keywords: satellite altimetry, Sea of Okhotsk, regional intermission bias elimination methodology, SWOT, Jason-CS
Full textReferences:
- Romanov A. A., Romanov A. A., Main parameters of a mesoscale variability model of the Sea of Okhotsk based on satellite altimetry data, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2025, V. 22, No. 2, pp. 233–243 (in Russian), DOI: 10.21046/2070-7401-2025-22-2-233-243.
- Chelton D. B., Ries J. C., Haines B. J. et al., Ch. 1. Satellite altimetry, In: V. 69: Satellite altimetry and Earth sciences: A handbook of techniques and applications, L.-L. Fu, A. Cazenave (eds.), Academic Press, 2001, pp. 1–131, DOI: 10.1016/S0074-6142(01)80146-7.
- Chelton D. B., Schlax M. G., Samelson R. M., Global observations of nonlinear mesoscale eddies, Progress in Oceanography, 2011, V. 91, No. 2, p. 167–216, DOI: 10.1016/j.pocean.2011.01.002.
- Fu L.-L., Patterns and velocity of propagation of the global ocean eddy variability, J. Geophysical Research: Oceans, 2009, V. 114, No. C11, Article C11017, DOI: 10.1029/2009JC005349.
- Fu L.-L., Pavelsky T., Cretaux J.-F. et al., The Surface Water and Ocean Topography Mission: A breakthrough in radar remote sensing of the ocean and land surface water, Geophysical Research Letters, 2024, V. 51, No. 4, Article e2023GL107652, DOI: 10.1029/2023GL107652.
- Jacobs G. A., Barron C. N., Rhodes R. C., Mesoscale characteristics, J. Geophysical Research: Oceans, 2001, V. 106, No. C9, pp. 19555–19565, DOI: 10.1029/2000JC000669.
- Le Traon P.-Y., Ogor F. (1998a), ERS-1/2 orbit improvement using TOPEX/Poseidon: The 2 cm challenge, J. Geophysical Research: Oceans, 1998, V. 103, No. C4, pp. 8045–8057, DOI: 10.1029/97JC01917.
- Le Traon P. Y., Nadal F., Ducet N. (1998b), An improved mapping method of multisatellite altimeter data, J. Atmospheric and Oceanic Technology, 1998, V. 15, pp. 522–534, DOI: 10.1175/1520-0426(1998)015<0522:AIMMOM>2.0.CO;2.
- Martínez-Moreno J., Hogg A. M., England M. H. et al., Global changes in oceanic mesoscale currents over the satellite altimetry record, Nature Climate Change, 2021, V. 11, No. 3, pp. 397–403, DOI: 10.1038/s41558-021-01006-9.
- Tikhonov A. N., Solution of incorrectly formulated problems and the regularization method, Soviet Mathematics Doklady, 1963, V. 4, No. 4, pp. 1035–1038.
- Tikhonov A. N., Arsenin V. Y., Solutions of ill-posed problems, New York, Washington D. C.: W. H. Winston and Sons, 1977, 258 p.
- Wunsch C., Inverse and state estimation problems: With geophysical fluid applications, Cambridge University Press, 2009, 371 p, DOI: 10.1017/CBO9780511535949.