space-weather

120-tool MCP server for real-time global intelligence: markets, SEC filings, conflict, military, cyber, climate, news, and 30+ domains. AI situation briefs that cite their sources, user-defined geofences with escalation scoring, cited daily digests, live SSE dashboard. MIT, no paid API keys.

Space Weather JHelioviewer ☉

Air-&-space situational-awareness dashboard for a $10 ESP32 touchscreen (CYD / CrowPanel): satellites overhead, rocket launches, ADS-B aircraft, aviation & space weather, the solar system, and a live star map — location-aware, with an Intelligent Focus director. Runs real HTTPS feeds on a no-PSRAM board; flash it from your browser.

Space Weather Monitor Application (SWMA) is an open-source application made for visualizing real-time space weather related data.

Machine Learning tools for Space Weather and Plasma Physics

A Python wrapper for the Australian Bureau of Meteorology's Space Weather API.

Visual Studio Code language extension for SWMF configuration files

CYD tactical monitoring station — real-time weather, space weather, solar day almanac, fireball & meteor tracking, volcano activity tracking, wildfire & earthquake tracking, breaking news, customizable display profiles, and Somnus intelligent power management — instant deep-sleep with a single tap to wake.

pysat support for space weather indices and data sets

200+ auto-updated space, astronomy & physics datasets on Hugging Face (NASA, NOAA, ESA, JPL, SpaceX, Wikidata). Satellites, asteroids, space probes (Voyager, Cassini, Mars), space weather, exoplanets, pulsars, radio/X-ray surveys, cosmic rays, particle physics, and more. Parquet format, no API keys.

Data Driven Thermospheric Density Modeling with Machine Learning

magneticearth.org: A place to learn about geomagnetism

Example of using machine learning for forecasting Vertical Total Electron Content (VTEC) in the ionosphere

Detect and characterize coronal dimming in the Solar Dynamics Observatory Extreme Ultraviolet Variability Experiment data

Provides the Australian Bureau of Meteorology Space Weather Alert System values

GIC Forecasting & Analysis — A data-driven framework for modeling Geomagnetically Induced Currents using solar wind data, SuperMAG observations, and advanced ML techniques. Integrates domain physics, feature engineering, and imputation strategies to tackle real-world space weather challenges.

🛰️ Production-ready ML system for geomagnetic storm prediction | 98% AUC, 70% recall | Threshold-optimized ensemble with real-time inference | 29-year dataset (1996-2025) | NOAA SWPC operational standards | Complete MLOps pipeline

CME SHARP Active region visualisation tool

A model visualizer for MSIS

Personal Active Dosimeter (PAD) training model with optional Dosimeter Display Unit (DDU). The system safely simulates radiation exposure without real hazards.