Published March 2, 2026 | Version 1.2

OneOcean Environment Dataset

Authors/Creators

Description

The OneOcean Environment Dataset is built for underwater robotics simulation and benchmarking. It provides a unified, time-aligned spatiotemporal field combining bathymetry/terrain with 3D ocean physics (temperature, salinity, currents) and optional tidal currents, enabling reproducible scenario construction and task generation (navigation, cleanup, search, etc.), as well as learning-based control/planning evaluation. The online demo link: https://anonymous-2026.github.io/OneOcean-demo-IROS

Variable Description Units Dimensions
elevation Terrain/bathymetry elevation (negative = below sea level) m latitude, longitude
land_mask Invalid/no-data mask for terrain pixels - latitude, longitude
so Sea water salinity 1e-3 time, depth, latitude, longitude
thetao Sea water potential temperature degrees_C time, depth, latitude, longitude
uo Eastward sea water velocity m s-1 time, depth, latitude, longitude
vo Northward sea water velocity m s-1 time, depth, latitude, longitude
zos Sea surface height above geoid m time, latitude, longitude
utide Eastward tidal velocity - time, depth, latitude, longitude
vtide Northward tidal velocity - time, depth, latitude, longitude
utotal Total eastward velocity - time, depth, latitude, longitude
vtotal Total northward velocity - time, depth, latitude, longitude

Files

README.md

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Additional details