World Data Ocean/super-resolution

super-resolution

World Data Ocean keeps super-resolution in one place: one story so far. The section currently leads with “From orbit to shore: sharpening coastal views through harmonized sensors”. High-resolution satellite imagery sharpens our view of the coast, but its cost and hardware limits create blind spots. A Global Hub for Ocean Intelligence 4 World Data Ocean is a centralized digital platform where researchers, scientists, and ocean enthusiasts converge to… The list below is every super-resolution story on World Data Ocean, newest first.

From orbit to shore: sharpening coastal views through harmonized sensors
Frontiers in Marine Science | New and Recent Articles

From orbit to shore: sharpening coastal views through harmonized sensors

High-resolution satellite imagery sharpens our view of the coast, but its cost and hardware limits create blind spots. HARBOR, a harmonization-based workflow, solves this by fusing low-resolution Sentinel-2 data with PlanetScope imagery, boosting clarity from 10 m to 5 m. Radiometric harmonization proved the strongest single contributor to quality, while synthetic data generation made supervised training viable despite scarce same-day pairs. This transferable pipeline turns existing archives into actionable ocean intelligence.