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SIH Buddyby Ganeev Singh
Dev
All problem statements
SIH26067Strong pickacceptance 4/5

Develop a web-based interactive 3D visualization platform that integrates numerical ocean model outputs and in-situ observations.

Ministry of Earth Sciences (MoES) · Smart Automation · Software

Open data, a complete specification and one of the most visually striking demos available — but browser volumetric rendering is the whole technical risk, so prove you can render a real field at interactive frame rates before you build anything else.

What it actually is

Ocean forecasters have huge three-dimensional model outputs on one side and readings from drifting floats and gliders on the other, and no single tool that shows both together. So they flip between desktop programs and flat 2D maps and cannot quickly check whether the model matches what the instruments actually saw. The ask is one browser-based 3D environment showing both at once.

What to build

A browser-native 3D ocean viewer with volumetric rendering of model fields — temperature, salinity and current vectors through the full water column — supporting the interactions the statement enumerates including depth-slice navigation, isosurface extraction and time-step animation; an instrument overlay placing float, glider, CTD and biogeochemical observations as geospatially accurate markers that open a depth-versus-variable profile chart on click so a forecaster can compare the model to the observation at the same point; a NetCDF and delimited-text ingestion layer built modularly so a new variable or sensor type needs configuration rather than code; interactive colorbar, variable, opacity and vertical exaggeration controls; and a lightweight backend serving the data over open standards.

Smallest thing that wins the room

Rotate a volumetric temperature field, drag the depth slice down through the thermocline, then click a float marker and show its measured profile beside the model's values at that exact position and time.

How crowded this one gets

A guess, projected from the 2025 statements — the last year where both the submission counts and the winners were published.

Moderate120–270 teams expectedroughly 1 in 99–230 wins it

Quieter than 56% of the 226 · #100 of 226 by expected field

A normal-sized field. Your idea has to be good, not miraculous.

Why: central ministry statements sat below the average.

This is a guess, not a fact

Nobody has published 2026’s numbers yet. This is an analysed estimate from last year’s pattern, so please do not take it as the truth — check the live counter on the SIH portal before you decide anything. The range covers the middle half of likely outcomes, so one statement in two lands outside it. Entry closes at 500 ideas per statement, so no range goes past that — a statement that reaches the cap fills and shuts rather than drawing an unlimited crowd. The model reads only three things a team can see before choosing — software or hardware, the theme, and what kind of body posted it — and those explain about a quarter of the variation in last year’s field sizes (R² 0.25 on held-out statements). Trust the band more than the number, and the ordering more than either. It cannot see how good your idea is, which is the part that actually decides it.

The scores

The number is the shorthand. The line under it is the reason.

What you will be writing

  • Three.js or Cesium WebGL volumetric rendering
  • xarray and NetCDF CF-convention parsing
  • OPeNDAP / OGC WMS backend services
  • Argo GDAC float profile ingestion
  • marching cubes isosurface extraction
  • chunked tile streaming for large gridded fields
  • Scientific visualisation
  • Operational oceanography
  • Geospatial web platforms

Prior art to read before you start

web-based 3D volumetric data rendering · model and in-situ observation co-visualisation · NetCDF ingestion and depth-resolved display

Analysed by Claude Opus. Every score above is a judgment call with its reasoning attached — kindly cross-check this against the official statement on the SIH portal before your team commits to it.