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Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · MH-36 · Akola district
Akola, witnessed
Igniting 2,64,583 witnessed cells…
Bhārata Strata · Maharashtra · district rollup

Akola — 4,687 witnessed locality cells

A live confidence-weighted rollup of Akola district over 4,687 witness-gated MH-36 Voronoi cells (LGD 467). Every regional figure is pooled with GUM confidence weighting and carries its three-way coverage — no standard-error, because spatially autocorrelated cells would make s/√n false precision. Missing is never zero.

District
Akola
LGD admin_code 467 · Maharashtra (state 27)
Published cells
4,687
of 4,687 cube cells · ≥8 witnesses each
Centroid
20.75, 77.054
mean of published cell centroids
Witness families
33
per-cell witness flags in the source vector
Regional rollup · aggregate_region

The district, pooled honestly

Each figure is a confidence-weighted mean over the district's observed cells, with its descriptive spread and the share of cells that actually witnessed it. No confidence interval is shown — cube cells are spatially autocorrelated, so a standard error would be false precision.

Built-up fraction
2.1%
± 7% spread · 100% of 4,687 cells observed
Mean elevation
312 m
± 51 spread · 100% of 4,687 cells observed
Mean slope
1.7°
± 2.2 spread · 100% of 4,687 cells observed
Air temperature
27.2 °C
± 0.1 spread · 100% of 4,687 cells observed
Warming trend
0.09 °C/dec
± 0.0 spread · 100% of 4,687 cells observed
Rainfall trend
3 mm/dec
± 3 spread · 100% of 4,687 cells observed
Urbanisation trend
859 m²/dec
± 2,645 spread · 100% of 4,687 cells observed
Road length per cell
0.6 km
± 0.6 spread · 100% of 4,687 cells observed
witness: aggregate_region over morphology-v2-vector (GUM confidence-weighted) · scope mh36 · admin_code 467
The continuous present · read_at

Witnessed now, at the district centroid

A live valid-time read at the district centroid — each value stamped with the instant its witness window closed. Refused (never zero-filled) where the station/satellite lag means the window has not yet closed.

Temperature
refused — window open
no centroid witness
PM2.5
refused — window open
as of 2026-07-15 07:00 UTC
Rainfall
refused — window open
no centroid witness
Locality cells

Drill into any cell's full dossier

Each of the 4,687 published cells has a complete witnessed dossier — hundreds of measures, multi-decade trajectories, a monthly satellite time-lapse, agreement, uncertainty and cryptographic lineage. A sample below; the full set is in the sitemap.

By what warrant?

Re-witness this rollup

Nothing here is asserted — every figure is re-checkable against the live engine with one call.

# Re-witness this district rollup — live MCP, anonymous & free.
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"aggregate_region",
       "arguments":{"feature":"built_frac","admin_codes":[467]}}}'

Scope: the live MH-36 cube. The engine supplies no goodness, suitability or risk score (refused by doctrine), and reports no confidence interval for a pooled region (spatial autocorrelation would make it false precision).