freezing
2 stories filed under freezing on World Data Ocean. The newest of them: “Validating high-resolution Southern Ocean ice shelf melt against satellite data” and “Do Fish Experience Cold, or Simply Temperature Change?”. Validating modeled ice shelf melt against satellite data is a necessary but humbling exercise. A fish's world is not our world. 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 freezing story on World Data Ocean, newest first.

Validating high-resolution Southern Ocean ice shelf melt against satellite data
Validating modeled ice shelf melt against satellite data is a necessary but humbling exercise. Our Southern Ocean high-resolution model, SOhi, overestimates melt, a discrepancy rooted in warm initial conditions, bathymetric uncertainties, and the limits of the satellite estimates themselves. Yet the model maps melt around Antarctica with unmatched detail, capturing intense melting near grounding lines. These gaps are not failures; they are a roadmap for better physics, sharper observations, and more integrated data ecosystems.
Do Fish Experience Cold, or Simply Temperature Change?
A fish's world is not our world. When Ed Yong's *An Immense World* notes that most fish lack TRPM8 and can tolerate near-freezing water, it suggests they register temperature without the sting of cold we feel. That doesn't mean they lack preference; a betta's heater exists because warmth supports their biology, not necessarily their comfort. They are driven by metabolic necessity, not sensation.