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Machine Learning for Earthquake Detection:Deep Analysis of Reliable Real-Time Seismic Signal/Noise Discrimination With Machine Learning
1. Introduction Modern seismic monitoring networks generate massive volumes of waveform data every day. A single seismic station may record millions of waveform segments annually , yet only a small fraction corresponds to actual earthquake signals. The key challenge is therefore: How can seismic monitoring systems reliably distinguish real earthquake signals from background noise in real time? Traditional algorithms such as STA/LTA triggers rely on amplitude thresholds and o
GUIEP
4 days ago4 min read


Analyzing Global Seismicity Trends by Region Over the Past Week
Earthquakes occur every day around the world, but their distribution and intensity vary widely by region. Tracking seismic activity by geographic blocks helps scientists and emergency planners understand where the Earth's crust is most active and where risks may be rising. This post breaks down the seismic trends observed globally over the past week, highlighting key regions with notable activity and what these patterns might mean. Seismic Activity in the Pacific Ring of Fire
GUIEP
Feb 222 min read


Essential Earthquake Preparedness Tips for Safety and Resilience
Earthquakes strike without warning, shaking the ground beneath us and challenging our ability to respond quickly and effectively. Preparing for such events is not just wise - it is essential. Over the years, I have learned that understanding the risks and taking proactive steps can save lives and reduce damage. In this post, I will share practical strategies and insights to help you prepare for earthquakes with confidence and clarity. Understanding Earthquake Preparedness Tip
GUIEP
Feb 94 min read


Prediction Released: San Ramon won't occur quake stronger than mag5.0 in the coming days
There are tens of shocks occurred in San Ramon during last two days Prediction Report ID : GUIEP-PR-2026-02-04T12:40UTC Earthquake Location : San Ramon CA Live Earthquakes : click here Statement: So far, seismic activity in this region is likely to remain active for a few more days. no earthquakes of magnitude 5 or higher are expected. And the stress adjustment rate is lower than normal. We will continue to monitor the situation and update everyone in the coming days.
GUIEP
Feb 41 min read


Enhancing Earthquake Preparedness: Community Involvement in Guangyuan
The Importance of Community-Based Earthquake Monitoring Information from the Sichuan Provincial Disaster Prevention and Mitigation Education Center, China, dated January 6, 2026. Link In the wake of the devastating Wenchuan earthquake in 2008, the need for effective earthquake monitoring has become increasingly clear. To fully leverage the role of community-based earthquake monitoring and prevention systems, the Guangyuan Municipal Disaster Prevention, Mitigation, and Relief
GUIEP
Jan 133 min read


Yellowstone Volcanic-Seismic Activity Status (1984-2025)
Using a consistent spatial window centered on Yellowstone (44.615°N, -110.6°W; radius 80 km), we analyzed the Seismicity Index S time series from 1984-2025 at multiple magnitude thresholds and time scales (annual/monthly/weekly). S exhibits a persistent long-term increase that remains present when smaller earthquakes are excluded (M≥2.0 and M≥2.5). This indicates that the observed intensification is not solely an artifact of small-event catalog completeness.
Importantly, the
GUIEP
Dec 29, 20255 min read


GUIEP's Scientists Announce Globally: Earthquakes Can Be Predicted
Earthquakes, a natural disaster beyond human control, have long been considered unpredictable "black swans" by the scientific community. However, at the global press conference held in Medford, Massachusetts, USA, on October 11, scientists from the GU Institute of Earthquake Prediction (GUIEP) publicly announced to the world: "Earthquakes can be predicted." This decisive scientific conclusion is seen as a direct challenge to the "earthquake unpredictability theory" that has l
GUIEP
Oct 12, 20257 min read


Multiple earthquakes struck the North Bay, the strongest registering a magnitude of 4.0.
A series of moderate to small earthquakes struck the Geysers, a geologically active area in Northern California south of Clear Lake, on...
GUIEP
Aug 14, 20251 min read


A major North American earthquake fault, dormant for 12,000 years, is awakening
In a new study published recently in Geophysical Research Letters, scientists warn that a major earthquake fault, dormant for 12,000...
GUIEP
Aug 7, 20253 min read


Prediciton Report (#4): Determine the earthquake type and prediction of strong aftershocks
This prediction is released by GUIEP at 2025-08-06 11:20 (UTC). The strong aftershocks triggered by the 8.7 magnitude earthquake in...
GUIEP
Aug 7, 20251 min read


Determine the earthquake type and prediction of strong aftershocks
Prediction on Russia Earthquake (M8.8)——Earthquake type: Mainshock-aftershock type.
This means no more earthquakes of magnitude 8.8 or higher will occur in this area in the next few months.
Strong-aftershock Prediction:
From now (2025-08-03 20:00 UTC), the next strong aftershock greater than magnitude 5.5 but less than magnitude 5.9 will occur around 4:23 AM on August 4, 2025. If this does not occur, a strong-aftershock of magnitude 6 or higher will occur around 11PM on the
GUIEP
Aug 3, 20251 min read


Summarizing the Earthquakes in Xizang: A Historical Perspective
by Ben Gao The Seismic Landscape of Xizang Xizang, often called Tibet, is famous for its stunning landscapes and deep spiritual roots....

Chelsie Huang
Jan 9, 20254 min read


Earthquake Daily Report (2025-01-07 02:20 UTC)
Earthquakes Occurred in the past 24 hours (2025-01-07 02:20 UTC) Summary According to data from the United States Geological Survey...
GUIEP
Jan 6, 20251 min read


Earthquake Daily Report: 2024-12-30T17:30UTC
Earthquakes over M=2.5 occurred in the past 24 hours (2024-13-30T17:30UTC) Summary: Over the past week, there have been 252 earthquakes...
GUIEP
Dec 30, 20242 min read


How Can AI Enhance Earthquake Prediction Accuracy?
Earthquakes represent a severe threat to communities worldwide, resulting in loss of life and significant damage to infrastructure....

Chelsie Huang
Dec 29, 20244 min read


Earthquake Daily Report (2024-12-26T17:00:00UTC)
Earthquakes occurs in the past 24 hours (2024-12-26T17:00:00UTC) Summary Over the past day, there have been 22 earthquakes of magnitude...
GUIEP
Dec 26, 20242 min read


Earthquake Daily Report (2024-12-22T23:59:00UTC)
Earthquakes occurred in past 24 hours Full text summary A total of 178 earthquakes were recorded worldwide in the past day. This count...
GUIEP
Dec 22, 20241 min read


Earthquake Daily Report(2024-12-21T15:00:00UTC)
Earthquake Daily Report(2024-12-21T15:00:00UTC) Summary of the Earthquake Report: Over the past day, there have been 35 earthquakes of...
GUIEP
Dec 21, 20243 min read


Uncovering the Seismicity History of Rocky Mountain: Exploring Earthquake Risks in Canada's West
The Rocky Mountains stretch majestically across North America, showcasing stunning landscapes and posing significant geological...

Chelsie Huang
Dec 18, 20243 min read


Why is California at High Risk for Devastating Earthquakes?
California is known for its stunning landscapes and lively communities, but lurking beneath the surface is a persistent danger:...

Chelsie Huang
Dec 17, 20244 min read
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