A global marine bathymetry-derived gravity model SWOTBatGRA computed using the SWOT data
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Description
SWOTBatGRA is the first global marine bathymetry-derived gravity model computed using the Surface Water and Ocean Topography (SWOT) data. SWOTBatGRA focuses on enhancing short-wavelength signals at spatial scales finer than those resolved by altimetric gravity data. SWOTBatGRA maps the global marine gravity field (80°S~80°N, 0°E~360°E) at a spatial resolution of 1 arc-minute.
The computation of SWOTBatGRA is based on the BathDNN25, developed by the University of Newcastle, Callaghan, Australia, using the SWOT gravity data (Salajegheh et al., 2025). SWOTBatGRA comprises five components: gravity anomaly (SWOTBatGRA_GRA.nc), gravity disturbance (SWOTBatGRA_GD.nc), quasi-geoid height (SWOTBatGRA_QG.nc), and north and east components of the deflection of the vertical (SWOTBatGRA_DOVN.nc and SWOTBatGRA_DOVE.nc).
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References
- Salajegheh, F., Deng, X., Andersen, O. B., Coleman, R., & Khaki, M. (2025). SWOT Global bathymetry modeling using deep neural networks trained on multiple geophysical features. Earth and Space Science, 12, e2025EA004545. https://doi.org/10.1029/2025EA004545