Frontier Science Observatory
Novel cross-physics correlations nobody else is looking at.
These 12 modules exploit measurement channels that mainstream science ignores or treats as noise. Lightning density forecasts earthquakes. Freight trains replace explosive seismic sources. LIGO's worst noise is our best gravity signal. DeepMap AI cross-correlates ALL of them through 18,326 ML features.
12
Frontier Modules
246
ML Features
24
API Endpoints
12
YAML Connectors
Frontier Modules
Lightning-Earthquake Trigger
Research study: compares GOES GLM lightning density over fault zones, CG/IC ratio anomalies and Schumann resonance shifts with USGS seismicity, to test whether any of them relates to later earthquakes. Not a forecast.
Tidal Strain EQ Trigger
Schuster test correlating M2/O1/K1 tidal phase with M5+ earthquake timing. Computes excess seismicity at peak tidal stress -- 10-15% excess is both publishable and a prediction signal.
Microseism Storm Forecaster
Inland seismic station amplitude predicts storm intensity 12-24 hours before landfall. Seismic waves travel at 3 km/s while storms move at 40 km/h -- a 30x speed advantage.
IGETS Tidal Residual (research)
Superconducting gravimeter tidal residuals. After removing tides, ocean loading and atmosphere, we study whether the residual shows slow slip, magma migration or density changes before earthquakes. Research, not a detector.
LIGO Newtonian Noise
LIGO's gravity gradient noise at 10-100 Hz is what they try to subtract -- but for us it IS the signal. Environmental gravity fluctuations at femtogal sensitivity from seismic waves, ocean loading, and atmosphere.
Train Vibration Source
Freight trains as repeatable seismic sources. Each axle carries 30 tons, creating known impulses for passive interferometry. Green's function extraction from cross-correlated train signals at station pairs.
Starlink Doppler Tomography
5,000+ Starlink satellites as a Ka-band ionospheric tomography array. Doppler shift through the ionosphere contains 3D electron density profiles. Chapman layer + Appleton-Hartree physics.
Dark Matter Lab Calibration
Environmental noise characterization for underground dark matter experiments. Muon flux attenuation, seismic noise floor, neutron background, and Newtonian noise at 6 labs worldwide (LNGS to Jinping).
Muon Physics Suite
7 modules using cosmic-ray muon flux for geomagnetic storm early warning, passive subsurface tomography and atmospheric pressure, plus a research study of whether muon flux has any link to earthquakes. Includes VQ#26, a modelled muon-shadow estimate (not a muon measurement; retired as a source of site values on 2026-10-24).
Temporal Intelligence
8 modules that analyze accumulated time series data -- moving from snapshots to movies. Includes acceleration/jerk detection (d^2/dt^2), eigenmode evolution tracking, Granger causality testing across VQ instruments, prediction ledger self-monitoring, CCF waveform SVD, and dynamic correlation networks.
Forbush-Seismicity Causal Chain
Research hypothesis, not a forecast: an 8-stage chain from a solar CME to ground effects (Solar flare -> CME -> Forbush decrease -> ionospheric conductivity -> telluric currents -> MT impedance -> resistivity change -> fluid migration), wired as one ML pipeline to test whether it has any link to earthquakes.
VQ#26: Passive Muon Tomography
RETIRED 2026-10-24 as a source of site values. VQ#26 computes a modelled muon flux from topography and an assumed rock density. It is not a muon measurement (seismometers do not detect muons) and it is not validated: the Douglas / Agua Prieta result was a single anecdotal case. It does not detect tunnels, caves or magma chambers.
Sewage Seismic
Research program: tests whether wastewater chemistry (EPA ECHO) shows any change before earthquakes (USGS seismicity). Not a forecast.
Mycorrhizal Network
Ecosystem monitoring via the Wood Wide Web -- FLUXNET respiration anomalies, soil-carbon flux, forest-health inference at continent scale.
Tidal/Lunar Health
ChronoGeo scoring combining lunar phase, tidal strain, and geomagnetic Kp into a per-location chronobiology index.
Space Weather Oracle
Kp, Dst, proton flux, CME catalog on-chain. Chainlink-compatible data oracle for space-weather insurance contracts and satellite-operator smart contracts.
AM Radio Array
4,728 FCC-licensed AM stations as distributed ground-penetrating sensors. Soil moisture and water-table depth from groundwave-field variation; whether it carries any earthquake-related signal is a research question.
NEXRAD Radar
160-site dual-polarization weather radar repurposed as a continent-scale dual-pol scanner -- volcanic ash, wildfire smoke, bird migration, tornado signatures.
Citizen Radon
Crowd-sourced radon precursor network from Airthings + RadonEye devices. Research network: tests whether radon readings change before earthquakes along active faults. Radon is among the most-studied candidate precursors, and its reliability is still debated.
NANOGrav Timing Array
Nanohertz gravitational waves from the 67-pulsar timing array. 15-year data release. Candidate background source for the ultra-low-frequency end of the gravitational spectrum.
SOFAR Hydroacoustic
Ocean sound-channel propagation detects submarine eruptions, whales, ice-shelf breakup, and nuclear tests at 1000s km range. CTBTO IMS + NOAA PMEL hydrophone fusion.
Prediction Marketplace
SHA-256 sealed geophysical prediction exchange with Elo ratings and Brier-score scoring. Every forecast is cryptographically anchored before the event; every outcome is publicly verifiable.
Neutrino Tomography
Subsurface density mapping via the global neutrino detector network -- IceCube + Super-K + KamLAND + Borexino + KM3NeT. Beer-Lambert attenuation through Earth's mantle + core.
Gravity Wave Background
Global map of Earth's Newtonian-noise floor derived from LIGO + KAGRA + Virgo ambient residuals. Quiet-site scoring for the next generation of ground-based GW detectors and quantum experiments.
Acoustic Archaeology
Predict the acoustic resonance of ancient sites from geometry + HVSR. Helmholtz + Sabine modelling over 10 UNESCO sites. Identifies intentional acoustic design vs. accidental resonance.
Predictive Archaeology
AI-driven archaeological site prediction from paleo-shoreline reconstruction, obsidian-network analysis, and multi-physics subsurface characterization.
Cross-Correlation Advantage
Each frontier module feeds features into the cross-correlation engine alongside 18,326 other features from 510+ modules. A lightning anomaly that correlates with a tidal strain peak AND a microseism amplitude change is orders of magnitude more significant than any single measurement. Patent Application #64/014,394 covers this cross-physics fusion protocol.
DeepMap AI | Frontier science -- correlations nobody else is looking at