Live Data Fusion

Six open sources — NASA satellites, CAMS air quality, weather and the CPCB archive — fetched on a timer, fused per city and stacked into one spatio-temporal tensor.

10:00

next sync

Last updated

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waiting for backend

Sources online

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Delhi PM2.5 (CAMS, now)

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Active fires (24 h)

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Tensor shape

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Provenance. Live PM2.5 here is the CAMS model (Copernicus, via Open-Meteo) — modelled, not measured. The CPCB column is the measured same-month mean from the XKDR CPCB archive (latest complete year), used as a baseline feature. Fires are NASA FIRMS VIIRS detections from the last 24 h; imagery is the most recent NASA GIBS daily composite.