30-day M6.0+ earthquake probability for the world's most active seismic zones.
Grid cells ranked by coherence field singularity conditions with full evidence.
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2-degree grid cells colored by M6.0+ probability. Markers show top 10 risk zones. Hover for details.
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Last updateMon, 27 Jul 2026 01:00:00 UTC
Modeleq_coherence_v1_0
Active cells78 cells scored
Events (30 d)1923 M2.5+
Top risk cells by seismic criticality
2-degree grid cells ranked by estimated M6.0+ probability (30 days). Click any row to expand coherence diagnostics.
This cell stands out because event rate is 3.2x the local background and loading exceeds healing by 15.9x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because event rate is 3.2x the local background and loading exceeds healing by 15.9x. The current window contains 92 recent catalog events with a maximum magnitude of 7.3.
Critical
3.7%
2 of 5 singularity conditions active
Signal diagnostics
b-value0.874
b-value trend--
Correlation length42.1 km
Corr. length trend1.93 km/month
Rate acceleration3.20x
IET delta-AIC220.06
S / Gamma15.892
Days to criticality94
Depth trend-24.07 km
Spatial concentration94.1 km
Singularity conditions
Correlation length elevatedNO
b-value depressedNO
IET LorentzianNO
Rate acceleratingYES
Loading exceeds healingYES
What is driving the rank
Rate accelerating
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 92 recent events, max magnitude 7.3.
This cell stands out because loading exceeds healing by 15.4x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because event rate is 6.0x the local background and loading exceeds healing by 10.7x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because event rate is 6.0x the local background and loading exceeds healing by 10.7x. The current window contains 9 recent catalog events with a maximum magnitude of 5.3.
Critical
3.7%
2 of 5 singularity conditions active
Signal diagnostics
b-value--
b-value trend--
Correlation length13.8 km
Corr. length trend-- km/month
Rate acceleration6.00x
IET delta-AIC--
S / Gamma10.655
Days to criticality--
Depth trend0.21 km
Spatial concentration47.4 km
Singularity conditions
Correlation length elevatedNO
b-value depressedNO
IET LorentzianNO
Rate acceleratingYES
Loading exceeds healingYES
What is driving the rank
Rate accelerating
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 9 recent events, max magnitude 5.3.
This cell stands out because the b-value is compressed at 0.61 and loading exceeds healing by 14.1x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because the b-value is compressed at 0.61 and loading exceeds healing by 14.1x. The current window contains 32 recent catalog events with a maximum magnitude of 5.8.
Critical
3.7%
2 of 5 singularity conditions active
Signal diagnostics
b-value0.615
b-value trend0.1114
Correlation length13.7 km
Corr. length trend-5.83 km/month
Rate acceleration1.39x
IET delta-AIC958.00
S / Gamma14.088
Days to criticality2100
Depth trend-0.60 km
Spatial concentration70.3 km
Singularity conditions
Correlation length elevatedNO
b-value depressedYES
IET LorentzianNO
Rate acceleratingNO
Loading exceeds healingYES
What is driving the rank
b-value depressed
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 32 recent events, max magnitude 5.8.
This cell stands out because 4/5 singularity conditions are active, event rate is 2.1x the local background, and the b-value is compressed at 0.63.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because 4/5 singularity conditions are active, event rate is 2.1x the local background, and the b-value is compressed at 0.63. The current window contains 45 recent catalog events with a maximum magnitude of 5.0.
Critical
3.7%
4 of 5 singularity conditions active
Signal diagnostics
b-value0.632
b-value trend0.0694
Correlation length83.8 km
Corr. length trend-0.56 km/month
Rate acceleration2.06x
IET delta-AIC802.01
S / Gamma13.424
Days to criticality2100
Depth trend-8.45 km
Spatial concentration154.3 km
Singularity conditions
Correlation length elevatedYES
b-value depressedYES
IET LorentzianNO
Rate acceleratingYES
Loading exceeds healingYES
What is driving the rank
Correlation length elevated
b-value depressed
Rate accelerating
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 45 recent events, max magnitude 5.0.
This cell stands out because loading exceeds healing by 15.7x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because loading exceeds healing by 15.6x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because the b-value is compressed at 0.61 and loading exceeds healing by 13.6x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because the b-value is compressed at 0.61 and loading exceeds healing by 13.6x. The current window contains 7 recent catalog events with a maximum magnitude of 3.9.
Critical
3.7%
2 of 5 singularity conditions active
Signal diagnostics
b-value0.608
b-value trend0.0997
Correlation length13.4 km
Corr. length trend-7.49 km/month
Rate acceleration1.41x
IET delta-AIC848.95
S / Gamma13.630
Days to criticality2100
Depth trend-0.15 km
Spatial concentration64.6 km
Singularity conditions
Correlation length elevatedNO
b-value depressedYES
IET LorentzianNO
Rate acceleratingNO
Loading exceeds healingYES
What is driving the rank
b-value depressed
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 7 recent events, max magnitude 3.9.
This cell stands out because 4/5 singularity conditions are active, event rate is 2.0x the local background, and the b-value is compressed at 0.63.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because 4/5 singularity conditions are active, event rate is 2.0x the local background, and the b-value is compressed at 0.63. The current window contains 32 recent catalog events with a maximum magnitude of 4.0.
Critical
3.7%
4 of 5 singularity conditions active
Signal diagnostics
b-value0.629
b-value trend0.0656
Correlation length77.1 km
Corr. length trend-0.22 km/month
Rate acceleration2.03x
IET delta-AIC728.43
S / Gamma13.410
Days to criticality1
Depth trend-8.48 km
Spatial concentration76.4 km
Singularity conditions
Correlation length elevatedYES
b-value depressedYES
IET LorentzianNO
Rate acceleratingYES
Loading exceeds healingYES
What is driving the rank
Correlation length elevated
b-value depressed
Rate accelerating
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 32 recent events, max magnitude 4.0.
This cell stands out because 3/5 precursor conditions are active, the b-value is compressed at 0.66, and loading exceeds healing by 13.1x.
Critical
3.7%
Estimated M6.0+ probability in the next 30 days (90% band: 3.7%-3.7%)
Operational posture
Treat this as a heightened watch signal: review continuity plans, confirm response contacts, and monitor USGS or the relevant regional seismological agency for escalation.
This cell stands out because 3/5 precursor conditions are active, the b-value is compressed at 0.66, and loading exceeds healing by 13.1x. The current window contains 14 recent catalog events with a maximum magnitude of 4.5.
Critical
3.7%
3 of 5 singularity conditions active
Signal diagnostics
b-value0.663
b-value trend0.1230
Correlation length12.7 km
Corr. length trend-1.81 km/month
Rate acceleration1.52x
IET delta-AIC934.14
S / Gamma13.120
Days to criticality2097
Depth trend2.54 km
Spatial concentration68.6 km
Singularity conditions
Correlation length elevatedNO
b-value depressedYES
IET LorentzianNO
Rate acceleratingYES
Loading exceeds healingYES
What is driving the rank
b-value depressed
Rate accelerating
Loading exceeds healing
Window probability: 3.7% over the next 30 days.
Catalog support: 14 recent events, max magnitude 4.5.
Top risk cell -- coherence diagnostics
15N, 93W -- Coherence fields
3.7%
Estimated M6.0+ probability (30 days) (90% band: 3.7%-3.7%)
b-value (GR)0.8740
Correlation length (km)42.1000
Corr. length trend (km/mo)1.9300
Rate acceleration3.2000
IET delta-AIC220.0600
S / Gamma15.8920
tau (coherence field)4.6305
grad(tau)0.2934
Days to criticality93.7000
Singularity analysis
Conditions met2 / 5
Corr. length elevated (>1.5x bg)no
b-value depressed (<0.85)no
IET Lorentzian (delta-AIC < -2)no
Rate accelerating (>1.5x)YES
Loading > healing (S/Gamma > 1)YES
Cell statistics
Location15N, 93W
Events (30 days)92
Max magnitudeM7.3
b-value trend--
Depth trend-24.07 km
Model versioneq_coherence_v1_0
Evidence and replay
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