01
OBSERVE
Start with the signals available at the surface.
ABOUT US
MEETOCEANEMBED
We turn surface-level signals into a clearer understanding of the ocean beneath, helping us explore what is difficult to observe directly.
SURFACE SIGNALSSUBSURFACE INSIGHTOCEAN INTELLIGENCE
SURFACE VIEW
HIDDEN DEPTH
OceanEmbed connects satellite observations, machine learning, and ocean science to reveal patterns that are difficult to see from the surface alone.
01THE CHALLENGEWHAT IS
WHAT IS
THE PROBLEM?
VISIBLESURFACE
HIDDENSUBSURFACE
0m250m500m1000m
We can observe the ocean surface, but much of what happens beneath it remains hidden.
Satellites provide valuable surface observations, while direct measurements at depth are limited. The challenge is connecting what we can see with what we cannot easily observe.
SURFACEDEPTH
03THE PURPOSEWHY DID
WHY DID
WE BUILD IT?
Because the ocean surface tells only part of the story.
02
LEARN
Find relationships hidden inside complex ocean data.
03
UNDERSTAND
Use those patterns to explore what lies beneath.
04THE PROCESSHOW DOES
HOW DOES
IT WORK?
From satellite observations to a deeper picture of the ocean.
01INPUT
◉
SATELLITE
OBSERVATIONSSignals captured from the ocean surface.
02DATA
≈
SURFACE
DATAMultiple environmental signals become model inputs.
03CORE
✦
MODEL
LEARNINGDeep learning discovers relationships within the data.
04OUTPUT
↓
RECONSTRUCTION
DEPTHSubsurface temperature is reconstructed across depth.
05CHECK
✓
VALIDATION
ARGOIndependent observations help evaluate the reconstruction.
05THE PEOPLEWHO CAN
WHO CAN
USE IT?
Built for people who want to explore, interpret, and understand ocean data.
06THE REACHWHERE CAN
WHERE CAN
IT HELP?
From climate understanding to scientific exploration and education.
OCEANEMBED
CLIMATE
Understand the ocean's role in climate systems.
RESEARCH
Support deeper scientific investigation.
MONITORING
Build a clearer picture of changing conditions.
EDUCATION
Make complex ocean science easier to explore.
DATA
Turn environmental information into insight.
CLIMATE
HEAT
CIRCULATION
ECOSYSTEMS
07THE BIGGER PICTUREWHY DOES
WHY DOES
IT MATTER?
Understanding subsurface temperature helps reveal the deeper dynamics of our ocean.
Ocean heat, circulation, climate, and ecosystems are connected. Seeing deeper gives us a better way to explore those connections.
THE QUESTIONWHAT ELSE CAN WE LEARN WHEN THE OCEAN IS NO LONGER HIDDEN?
OCEANEMBEDLET'S EXPLORE
LET'S EXPLORE
DEEPER.
Have questions, ideas, or want to explore OceanEmbed further?
OCEANEMBED · SIH 2026LOOK
LOOK
DEEPER.
THE SURFACE IS ONLY THE BEGINNING.
SURFACELEARNINGDEPTH