Aerostratospheric open atmospheric data
Collection
UOGW commons, Casey IL ground data, forecast and hazard models. Live: midwestsds.com/msds-data-hub.html · Collaborate: space@aerostratospheric.com • 11 items • Updated • 1
Aerostratospheric open scientific models (hub index)
Publisher: Aerostratospheric · Casey, Illinois
Role: Lightweight index / hub card pointing at the open sklearn suites — not a single bundled checkpoint.
This repo is a navigation surface. Load weights from the linked model repos (each ships models/*.joblib + config.json + metrics.json).
Model map
| Model | Role | Intended retrain (UTC) |
|---|---|---|
| uogw-scientific-suite | Anomaly / thermal / heat-index / Casey / precip / heat-stress | ~12:00 |
| uogw-weather-forecast | Multi-horizon Casey / UOGW surface forecast heads | ~12:15 |
| uogw-tornado-trends | SPC climatology + Midwest trend research | ~12:30 |
| gir-open-tier-suite | Open-tier public hazard helpers | ~20:00 |
Index metadata last aligned with suite train stamp 2026-09-18; hub package re-touched 2026-09-23 (Lewis sync). Weights were not re-trained on 2026-09-23.
What this hub is / is not
| Is | Is not |
|---|---|
| Open-science model directory for UOGW + GIR | Official forecast / warning authority |
| Pointers to public HF datasets and Git tips | Classified or restricted military tooling |
| Collaboration-friendly open-data framing | An in-kind ask or pad-invite channel |
How to use
Prefer the per-suite cards. Pattern:
from huggingface_hub import snapshot_download
from pathlib import Path
import json, joblib
root = Path(snapshot_download("aerostratospheric/uogw-scientific-suite"))
cfg = json.loads((root / "config.json").read_text())
model = joblib.load(root / "models" / f"{cfg['heads'][0]}.joblib")
Companion datasets: uogw, gir, casey-openmeteo-hourly, spc-tornado-history.
Freshness (2026-09-23 CT)
From Lewis hub sync (~1:30 PM CT):
- Datasets
aerostratospheric/uogw+girsynced 2026-09-23T18:29:53Z - Ground KILCASEY47: hub overlay ~2026-09-23 12:05 CT
- Radiation gmc-800/latest.json: still 2026-09-16 (ingest gap — not live)
- These model packages: metadata /
FRESHNESS.mdre-touch only
Links
- Site: https://midwestsds.com
- UOGW Git: https://github.com/Midwest-Stratospheric/Unified-Open-Global-Weather
- Intro call: https://calendly.com/aerostratospheric/15min
Flights: private science / awareness. Open-tier GIR only — never classified access.
Awareness — open UOGW / xDataHub (2026-09-24)
Aerostratospheric invites researchers and classrooms to the public atmospheric commons:
- UOGW / xDataHub developer overview (Help Desk): https://midwestsds.com/contact/knowledgebase.php?article=93
- Flights framing (private science missions / public awareness): https://midwestsds.com/contact/knowledgebase.php?article=94
- Live Data Hub: https://www.midwestsds.com/msds-data-hub.html
- Flown archive: https://www.midwestsds.com/flights.html — Sep 12, 2026 x1Albatross Flown 59,000 ft; Sep 19, 2026 X2Griffon maiden Flown burst 90,356 ft (xFall2 reported landing). FAA Part 101 · Casey, IL · KE9CFY.
Collaboration and data partnership welcome. No in-kind asks.
Disclosure: Published by Aerostratospheric / Midwest Stratospheric Data Systems (owned Hub card). Contact launchcontrol@midwestsds.com.
Citation
Aerostratospheric / Midwest Stratospheric Data Systems (2026).
Open scientific models hub index.
https://huggingface.co/aerostratospheric/msds-open-models
- Downloads last month
- 50