AI Seismic & Mining Monitoring Platform

AI Seismic & Mining Monitoring Platform

Experimental university research interface for local seismic monitoring, regional open-reference earthquake context, and AI-assisted comparison focused on Štip and the wider Macedonian region.

Stations monitored S2 vs S8
Regional feed USGS open data
Refresh 5.0 s (smooth)
Generated 2026-03-20 22:39:22 UTC

Local station views

Main dashboard previews are generated from recent values in raw data input. Full daily seismogram (dayplot) summaries remain available as external detail views.

S2

S2 live-style preview

live
Last update 2026-03-20 22:39:21 UTC
Activity elevated
RMS 134.29783
Peak-to-peak 836.0
S2 live preview
S8

S8 live-style preview

live
Last update 2026-03-20 22:39:21 UTC
Activity elevated
RMS 263.396397
Peak-to-peak 1559.0
S8 live preview

Detailed S2 vs S8 comparison

Robust-normalized overlay comparison of the recent windows from raw data, with deviation band, rolling deviation panel and relative balance metrics. This is a relative comparison, not an absolute calibration match.

comparative overlay
rolling deviation plot
Similarity

0.706

The two recent station windows show moderate similarity, with some shared behaviour and some local differences.

Confidence

MEDIUM

The comparison is usable, but local differences remain visible and should be interpreted cautiously.

Polarity

INVERTED

The two geophones appear to be oriented or wired with opposite polarity relative to each other.

Spectral similarity

0.996

The two stations show very similar spectral energy distribution.

Dominant frequency S2

19.48

Dominant frequency estimated from the current local window.

Dominant frequency S8

19.48

Dominant frequency estimated from the current local window.

Dominant frequency difference

0.0

The dominant frequencies are very close, which supports a similar signal character.

Raw correlation

-0.34

Signed raw correlation may be negative when polarity is inverted.

Best robust correlation

0.667

Best waveform match after robust normalization and lag search.

Best lag (samples)

54

Best relative alignment in sample units.

Best lag (seconds)

0.54

Best relative alignment converted using the configured sampling rate.

RMS balance

0.51

Relative energy comparability between the two local windows.

Peak-to-peak balance

0.536

Relative amplitude range comparability between the two windows.

Deviation index

0.196

Mean absolute difference after robust normalization and alignment.

Regional seismic reference near Macedonia

Open-reference earthquake metadata from public USGS services, with distance to Štip and a relative regional relevance score for exploratory comparison.

USGS

M 4.9

262.0 km to Štip
Place 5 km W of Rodotópi, Greece
Time 2026-03-20 09:40:45 UTC
Depth 10 km
Relevance score 0.802
USGS

M 4.7

280.3 km to Štip
Place 10 km NNE of Paramythiá, Greece
Time 2026-03-20 09:05:32 UTC
Depth 10 km
Relevance score 0.772
USGS

M 4.2

273.4 km to Štip
Place 15 km SSW of Rodotópi, Greece
Time 2026-03-20 09:50:23 UTC
Depth 10 km
Relevance score 0.733