REACTIVE NARROW PRODUCT -- PHASE 65i

Solving 1,200 Unexplained Atmospheric Events by Ruling Out What They Aren't

Infrasound networks have recorded over 1,200 pressure-wave events between 2010 and 2024 with no identifiable source: no bolide, no lightning, no seismic coupling, no sonic boom, no thermal signature. DeepMap AI's Skyquake Classifier cross-checks candidate events against live NASA, USGS, and Smithsonian feeds in real time to flag the residual unknowns.

1,200+
Cataloged skyquakes 2010-2024
10-50 Pa
Typical pressure amplitude
< 20 Hz
Infrasound band
2-8 s
Envelope duration
How the Classifier Works

For every candidate infrasound detection we run five null-signature probes in parallel. If all known causes are eliminated within realistic thresholds, the event is labeled skyquake_unknown. The real skill is in the reactive classification problem: we're answering "what did that pulse come from?" rather than forecasting when the next one will occur.

Null-Signature Probes LIVE

Bolide airburst
NASA CNEOS Fireball API (global, real-time)
RULED OUT
Earthquake coupling
USGS FDSNWS (M >= 3, within 100 km, +-15 min)
RULED OUT
Volcanic infrasound
Smithsonian GVP (active volcanoes within 500 km)
RULED OUT
Lightning / thunder
Blitzortung global strike feed (within 30 km, +-60 s)
PENDING
Sonic boom
ADS-B flight tracker (Mach > 1 within 50 km)
PENDING

Causal-Chain Hypotheses UNDER TEST

Natural hydrogen seepage
Deep-fault H2 release generates low-freq pressure waves
Tidal-strain modulation
Semidiurnal crust flexure + gas release correlation
Forbush-driven ionospheric coupling
CME -> cosmic ray drop -> atmospheric acoustic wave
Upper-atmospheric TLE (sprite / elve) echo
Electrical discharge without optical confirmation
EQ precursor atmospheric venting
Back-test against 2,287-prediction DeepMap ledger
Live Hotspot Classification

Five historic skyquake hotspots classified right now using live NASA CNEOS, USGS, and Smithsonian GVP feeds. Loading takes a few seconds -- each row waits for three independent upstream queries.

Loading live classification… /api/v1/cross/skyquakes/demo

API

The classifier is exposed as four REST endpoints. Health and demo are free; classify and features require a Pro or Enterprise key.

GET /api/v1/cross/skyquakes/health
Service status, feature count, envelope bounds
GET /api/v1/cross/skyquakes/demo
Live classification for five historic hotspots
POST /api/v1/cross/skyquakes/classify
Classify a candidate event (lat, lon, time, pressure, freq, duration)
POST /api/v1/cross/skyquakes/features
ML feature vector for a given location + window

Use It. Break It. Tell Us What You Find.

The classifier runs on live public data, so every reader can verify the same answers. If your sensor feed captures a skyquake-class event we can not explain, we want to hear about it.

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