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.

Active pair S1 vs S5
Reference station S1
Refresh 10.0 s
Generated 2026-05-05 12:18:01
Active slot 10 min
Slot UTC range 2026-05-05 12:10:00 UTC → 2026-05-05 12:20:00 UTC
Results directory /data/seismic/_compare_results
Session timestamp 20260423_062712

Local station views

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

S1

S1 live-style preview

live
Last update 2026-05-05 12:18:00
Activity low
RMS 1.2e-05
Peak-to-peak 0.000108
S1 live preview
S2

S2 live-style preview

live
Last update 2026-05-05 12:18:00
Activity low
RMS 0.000323
Peak-to-peak 0.002163
S2 live preview
S5

S5 live-style preview

stale
Last update 2026-05-05 12:00:00
Activity unknown
RMS N/A
Peak-to-peak N/A
S5 live preview

Detailed current comparison

Robust-normalized overlay comparison of the featured active pair, with deviation band, rolling deviation panel and relative balance metrics. This is a relative comparison, not an absolute calibration match.

Overlay

S1 vs S5

comparative overlay
Deviation

Rolling deviation plot

rolling deviation plot
Current analysis card

S1 vs S5

Similarity
N/A
Similarity

N/A

Comparison unavailable.

Confidence

LOW

The current comparison is too weak or incomplete.

Polarity

UNCERTAIN

Polarity could not be determined reliably from the current window.

Spectral similarity

N/A

Spectral similarity could not be estimated.

Dominant frequency primary

N/A

Dominant frequency estimated from the current local window.

Dominant frequency secondary

N/A

Dominant frequency estimated from the current local window.

Dominant frequency difference

N/A

Dominant frequency comparison is currently unavailable.

Raw correlation

N/A

Signed raw correlation may be negative when polarity is inverted.

Best robust correlation

N/A

Best waveform match after robust normalization and lag search.

Best lag (samples)

N/A

Best relative alignment in sample units.

Best lag (seconds)

N/A

Best relative alignment converted using the configured sampling rate.

RMS balance

N/A

Relative energy comparability between the two local windows.

Peak-to-peak balance

N/A

Relative amplitude range comparability between the two windows.

Deviation index

N/A

Mean absolute difference after robust normalization and alignment.

Composite comment

Interpretation

Comparison unavailable.

AI rule engine

Rule-based interpretation layer for fast engineering classification of current multi-station behaviour.

Network interpretation

mixed_pattern

score 0.5
Summary The current network pattern is mixed and needs continued observation.
Coherent 0
Local/site-specific 0
Weak/noisy 0
Possible issues 0
Pair classifications

Current rule results

Pair Label Score Priority Reason
S1 vs S2 uncertain 0.82 normal Metrics are mixed and do not strongly support a single interpretation.
S1 vs S5 uncertain 0.0 normal Metrics are mixed and do not strongly support a single interpretation.

All comparison pairs

All configured station pairs against the reference station are analyzed continuously. The featured pair rotates automatically, but all pair results are logged in parallel.

Pair

S1 vs S2

low
Similarity
0.638
Best corr 0.847
Spectral sim 0.975
Deviation 0.135
Polarity normal
Pair

S1 vs S5

low
Similarity
N/A
Best corr N/A
Spectral sim N/A
Deviation N/A
Polarity uncertain

Comparison history plots

Historical metrics for the currently featured pair, plus a summary view across all logged pairs.

Active pair history

Recent logged metrics

active pair history plot
Summary history

All pair averages

summary history plot

Logged comparison history

CSV-based historical summary and the latest logged rows for the active pair.

Pair summary

Aggregated CSV history

Pair Rows Last timestamp Mean sim Max sim Mean corr Mean spectral Mean dev High Med Low File
S1 vs S2 20 2026-05-05 12:18:02 0.134 0.638 0.098 0.33 0.328 0 0 20 compare_s1_vs_s2_20260423_062712.csv
S1 vs S5 20 2026-05-05 12:18:02 - - - - - 0 0 20 compare_s1_vs_s5_20260423_062712.csv
Active pair rows

Latest logged entries

Timestamp Similarity Best corr Spectral Deviation Confidence Polarity F1 F2 ΔF
2026-04-23 14:59:56 - - - - low uncertain - - -
2026-04-23 17:38:36 - - - - low uncertain - - -
2026-04-24 01:13:44 - - - - low uncertain - - -
2026-04-24 01:13:55 - - - - low uncertain - - -
2026-04-24 01:14:20 - - - - low uncertain - - -
2026-04-24 01:14:34 - - - - low uncertain - - -
2026-04-26 06:42:13 - - - - low uncertain - - -
2026-04-26 06:42:42 - - - - low uncertain - - -
2026-04-26 07:43:25 - - - - low uncertain - - -
2026-04-28 23:25:52 - - - - low uncertain - - -
2026-04-29 14:03:11 - - - - low uncertain - - -
2026-04-29 14:03:22 - - - - low uncertain - - -
2026-04-29 14:03:42 - - - - low uncertain - - -
2026-04-29 14:03:52 - - - - low uncertain - - -
2026-04-29 14:05:59 - - - - low uncertain - - -
2026-04-30 04:59:16 - - - - low uncertain - - -
2026-04-30 04:59:42 - - - - low uncertain - - -
2026-04-30 22:15:12 - - - - low uncertain - - -
2026-05-01 18:21:44 - - - - low uncertain - - -
2026-05-05 12:18:02 - - - - low uncertain - - -

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.

No recent regional events

No recent regional open-reference events matched the current USGS filter (time window, magnitude threshold and regional bounding box).