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[ { "timestamp_utc": "2026-10-21T19:00:00", "apparent_temperature": 31.8, "temperature_2m": 27.2, "relative_humidity_2m": 75, "wind_speed_10m": 3.6, "shortwave_radiation": 0, "precipitation": 0, "grid_id": "icon_global:24.87500:67.00000", "row_id": "weather-21b6d8a59f6ae161a73351d2...
{ "ok": true, "run_id": "6616382e628a4035b9c01f007f97974e", "status": "completed", "started_at_utc": "2026-10-22T04:32:16.845946Z", "finished_at_utc": "2026-10-22T04:32:24.499398Z", "updated_at_utc": "2026-10-22T04:32:23.746332Z", "last_success_utc": "2026-10-22T04:32:24.499398Z", "duration_seconds": 7....

SaayaShift Karachi forecast snapshot

Published by team Apex from its local SaayaShift pipeline. Weather data comes from Open-Meteo, licensed under CC BY 4.0. The original acquisition uses Open-Meteo's noncommercial free API. Review its terms before commercial operation.

forecast_snapshot.json contains hourly forecast rows and matching successful pipeline status. Temperatures are in degrees Celsius. timestamp_utc and fetch timestamps use UTC. Provenance fields retain row IDs, source model, raw-file reference and SHA-256. The raw-file reference points to the producer's archive; raw payloads are not included in this dataset.

Publication depends on the producer's PC, Prefect pipeline and separate publisher running. Check the embedded last_fetch_utc before use. A snapshot may become stale after publication. Dataset commit time is not the forecast acquisition time.

This is weather-model output for one Karachi grid cell. It does not measure individual exposure, establish on-site shade or certify safe work. Existing model evaluation and historical Prefect evidence are not part of this feed.

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