Earthquake Network

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Earthquake Network
Network-globe-icon 512 wave.png
Original author(s) Francesco Finazzi
Developer(s) Francesco Finazzi
Initial releaseJanuary 1, 2013 (2013-01-01)
Development statusOnline
Project goal(s)Smartphone-based earthquake early warning
Software used Earthquake Network
Funding In-app advertising
Operating system Android
Available in English, Spanish, Italian
Type Volunteer computing
License Proprietary
Active usersIncrease2.svg 750,000 (September 2017)
Website Earthquake Network

Earthquake Network [1] research project that aims to develop and maintain a crowdsourced smartphone-based earthquake warning system at a global level. The system uses the on-board accelerometers in privately-owned smartphones of volunteer participants to detect earthquake waves (rather than conventional seismometers). When it detects an earthquake, it issues an earthquake warning to alert people who the damaging waves of the earthquake have not yet reached.

Contents

The project started on January 1, 2013 with the release of the homonymous Android application Earthquake Network. The author of the research project and developer of the smartphone application is Francesco Finazzi of the University of Bergamo, Italy.

Scientific research

Earthquake warning systems strive to rapidly detect earthquakes and alert the population in advance. When the system detects an earthquake, a potentially large number of people in affected locations not too close to the epicenter can receive the warning several seconds (5 to 60) before damaging shaking occurs. This is possible because data flows through the phone system faster than earthquake waves travel.

Working principle

Smartphones with the Earthquake Network application installed are nodes of the sensor network of the Earthquake Network project. When a smartphone is not in use and is connected to a power source, the application switches on the accelerometer to monitor the smartphone acceleration. If motion exceeds a threshold, the smartphone sends a signal to a central server. The server collects the signals sent by all the smartphones and applies a statistical algorithm [2] to decide in real time whether an earthquake is likely occurring. If the system detects an earthquake, it instantly notifies all the smartphones through the application. The application sounds an alarm, and the smartphone owner can warn others and take cover.

Warning times related to the May 2015 Nepal earthquake detected by the smartphone network. The earthquake epicenter is shown by the cross marker while the dot marker shows the detection location. Colormap depicts the population in log10 scale. Warning time Nepal Earthquake.jpg
Warning times related to the May 2015 Nepal earthquake detected by the smartphone network. The earthquake epicenter is shown by the cross marker while the dot marker shows the detection location. Colormap depicts the population in log10 scale.

Network size and geographic distribution

The number of smartphones in the network is highly variable as users can install or uninstall the Earthquake Network application at any time. Additionally, the number of active smartphones (not in use and connected to a source of power) constantly changes during the day. Globally, the total number of smartphones with the application installed is around 750,000 (September 2017) and the number of active smartphones ranges from around 30,000 to around 120,000 depending on the hour of the day. The geographic distribution of the network nodes is given in the following table.

Smartphone network spatial distribution (green and red dots) on December 4, 2015 Earthquake Network spatial distribution.jpg
Smartphone network spatial distribution (green and red dots) on December 4, 2015
Smartphone network in Santiago area on December 5, 2015 Santiago and valparaiso.jpg
Smartphone network in Santiago area on December 5, 2015
Geographic distribution (September 2017)
CountryNodes (%)
Mexico65.4
Chile13.7
Italy5.9
Ecuador4.1
Peru3.7
USA2.1
Colombia1.1
Others4.0

Detected earthquakes

From the beginning of the project, the smartphone network detected 4,900+ earthquakes as of February 2023. Most of the earthquakes were detected in Chile where the network is quite stable in terms of number of smartphones. As an example, the magnitude 8.3 Illapel earthquake was detected by the smartphones in the city of Valparaíso. Smartphones in Santiago received the warning 10 seconds before the earthquake, while smartphones in Mendoza received the warning 20 seconds in advance.

Project development

The Earthquake Network project is expected to solve 4 main problems related to earthquake detection and location using a smartphone network.

Real-time detection

To be effective, the earthquake warning system of the Earthquake Network project must detect the earthquake as fast as possible. It detects earthquakes through real-time analysis of the data that the smartphone network sends to the central server. Since smartphones detect accelerations not necessarily induced by an earthquake, the server implements a statistical algorithm that recognizes real earthquakes against background noise. The statistical methods at the basis of the algorithm provides control over the probability of false alarm. Development stage: released.

Epicenter estimation

When detection occurs, it is important to obtain an estimate of the epicenter in order to locate the geographic areas that was affected by the earthquake. Two epicenter estimation algorithms for crowdsourced smartphone-based earthquake early warning systems have been developed and they are detailed in a paper [1] published on the Bulletin of the Seismological Society of America journal. Development stage: released.

Peak ground acceleration

The accelerations recorded by a dense smartphone network can be used to produce high resolution peak ground acceleration maps for the detected earthquakes. The task is complicated by the fact that smartphones are not secured to the ground, so they don't directly measure ground acceleration. If properly calibrated, however, data from a large number of smartphones may be sufficient to estimate ground acceleration. Development stage: analysis.

Magnitude estimation

The earthquake magnitude is an important parameter, as it defines the energy released by the earthquake event and helps evaluate earthquake severity in terms of potential damages to property and people. Magnitude estimation using the data collected by the smartphone network is currently under study. Development stage: analysis.

Related Research Articles

<span class="mw-page-title-main">Earthquake</span> Sudden movement of the Earths crust

An earthquake – also called a quake, tremor, or temblor – is the shaking of the surface of Earth resulting from a sudden release of energy in the lithosphere that creates seismic waves. Earthquakes can range in intensity, from those that are so weak that they cannot be felt, to those violent enough to propel objects and people into the air, damage critical infrastructure, and wreak destruction across entire cities. The seismic activity of an area is the frequency, type, and size of earthquakes experienced over a particular time. The seismicity at a particular location in the Earth is the average rate of seismic energy release per unit volume. The word tremor is also used for non-earthquake seismic rumbling.

<span class="mw-page-title-main">Epicenter</span> Point on the Earths surface that is directly above the hypocentre or focus in an earthquake

The epicenter, epicentre, or epicentrum in seismology is the point on the Earth's surface directly above a hypocenter or focus, the point where an earthquake or an underground explosion originates.

<span class="mw-page-title-main">Seismometer</span> Instrument that records seismic waves by measuring ground motions

A seismometer is an instrument that responds to ground noises and shaking such as caused by quakes, volcanic eruptions, and explosions. They are usually combined with a timing device and a recording device to form a seismograph. The output of such a device—formerly recorded on paper or film, now recorded and processed digitally—is a seismogram. Such data is used to locate and characterize earthquakes, and to study the internal structure of Earth.

<span class="mw-page-title-main">Accelerometer</span> Device that measures proper acceleration

An accelerometer is a device that measures the proper acceleration of an object. Proper acceleration is the acceleration of the object relative to an observer who is in free fall. Proper acceleration is different from coordinate acceleration, which is acceleration with respect to a given coordinate system, which may or may not be accelerating. For example, an accelerometer at rest on the surface of the Earth will measure an acceleration due to Earth's gravity straight upwards of about g ≈ 9.81 m/s2. By contrast, an accelerometer that is in free fall will measure zero acceleration.

<span class="mw-page-title-main">Japan Meteorological Agency seismic intensity scale</span> Japanese earthquake measurements

The Japan Meteorological Agency (JMA) Seismic Intensity Scale is a seismic intensity scale used in Japan to categorize the intensity of local ground shaking caused by earthquakes.

<span class="mw-page-title-main">Hiroo Kanamori</span> Japanese seismologist

Hiroo Kanamori is a Japanese seismologist who has made fundamental contributions to understanding the physics of earthquakes and the tectonic processes that cause them.

<span class="mw-page-title-main">Gravimetry</span> Measurement of the strength of a gravitational field

Gravimetry is the measurement of the strength of a gravitational field. Gravimetry may be used when either the magnitude of a gravitational field or the properties of matter responsible for its creation are of interest. The study of gravity changes belongs to geodynamics.

<span class="mw-page-title-main">1987 Whittier Narrows earthquake</span> Earthquake in southern California

The 1987 Whittier Narrows earthquake occurred in the southern San Gabriel Valley and surrounding communities of Southern California, United States, at 7:42 a.m. PDT on October 1. The moderate magnitude 5.9 blind thrust earthquake was centered several miles north of Whittier in the town of Rosemead, had a relatively shallow depth, and was felt throughout southern California and southern Nevada. Many homes and businesses were affected, along with roadway disruptions, mainly in Los Angeles and Orange counties. Damage estimates ranged from $213–358 million, with 200 injuries, three directly-related deaths, and five additional fatalities that were associated with the event.

Seismic magnitude scales are used to describe the overall strength or "size" of an earthquake. These are distinguished from seismic intensity scales that categorize the intensity or severity of ground shaking (quaking) caused by an earthquake at a given location. Magnitudes are usually determined from measurements of an earthquake's seismic waves as recorded on a seismogram. Magnitude scales vary based on what aspect of the seismic waves are measured and how they are measured. Different magnitude scales are necessary because of differences in earthquakes, the information available, and the purposes for which the magnitudes are used.

<span class="mw-page-title-main">Earthquake warning system</span> Alert system for in-progress earthquakes

An earthquake warning system or earthquake alarm system is a system of accelerometers, seismometers, communication, computers, and alarms that is devised for notifying adjoining regions of a substantial earthquake while it is in progress. This is not the same as earthquake prediction, which is currently incapable of producing decisive event warnings.

Body-waves consist of P-waves that are the first to arrive, or S-waves, or reflections of either. Body-waves travel through rock directly.

<span class="mw-page-title-main">Earthquake Early Warning (Japan)</span> Japanese system to alert of impending earthquakes

In Japan, the Earthquake Early Warning (EEW) is a warning issued when an earthquake is detected by multiple seismometers. These warnings are primarily issued by the Japan Meteorological Agency (JMA), with guidance on how to react to them.

The Richter scale, also called the Richter magnitude scale, Richter's magnitude scale, and the Gutenberg–Richter scale, is a measure of the strength of earthquakes, developed by Charles Francis Richter in collaboration with Beno Gutenberg, and presented in Richter's landmark 1935 paper, where he called it the "magnitude scale". This was later revised and renamed the local magnitude scale, denoted as ML or ML .

The 2007 Alum Rock earthquake occurred on October 30 at 8:04 p.m. Pacific Daylight Time in Alum Rock Park in San Jose, in the U.S. state of California. It measured 5.6 on the moment magnitude scale and had a maximum Mercalli intensity of VI (Strong). The event was then the largest in the San Francisco Bay Area since the 1989 Loma Prieta earthquake, which measured 6.9 on the moment magnitude scale, but was later surpassed by the 2014 South Napa earthquake. Ground shaking from the Alum Rock quake reached San Francisco and Oakland and other points further north. Sixty thousand felt reports existed far beyond Santa Rosa, as far north as Eugene, Oregon.

<span class="mw-page-title-main">Swiss Seismological Service</span>

The Swiss Seismological Service at ETH Zurich is the federal agency responsible for monitoring earthquakes in Switzerland and its neighboring countries and for assessing Switzerland's seismic hazard. When an earthquake happens, the SED informs the public, authorities, and the media about the earthquake's location, magnitude, and possible consequences. The activities of the SED are integrated in the federal action plan for earthquake precaution.

The 1992 Cape Mendocino earthquakes occurred along the Lost Coast of Northern California on April 25 and 26. The three largest events were the M7.2 thrust mainshock that struck near the unincorporated community of Petrolia midday on April 25 and two primary strike-slip aftershocks measuring 6.5 and 6.6 that followed early the next morning. The sequence encompassed both interplate and intraplate activity that was associated with the Mendocino Triple Junction, a complex system of three major faults that converge near Cape Mendocino. The total number of aftershocks that followed the events exceeded 2,000.

The 2011 Guerrero earthquake struck with a moment magnitude of 5.7 in southern Mexico at 08:24 local time on 5 May. It was positioned west of Ometepec, Guerrero, with a focal depth of 24 km (14.9 mi), and was lightly felt in many adjacent areas.

<span class="mw-page-title-main">ShakeAlert</span> Earthquake early warning system for the United States

ShakeAlert is an earthquake early warning system (EEW) in the United States, developed and operated by the United States Geological Survey (USGS) and its partners. As of 2021, the system issues alerts for the country's West Coast. It is expected that the system will be expanded to other seismically active areas of the United States in the future.

The 1995 Menglian earthquake or 1995 Myanmar–China earthquake occurred on 12 July at 05:46:43 local time in the Myanmar–China border region. The earthquake had an epicenter on the Myanmar side of the border, located in the mountainous region of Shan State. It registered 7.3 on the Chinese surface wave magnitude scale (Ms ) and 6.8 on the moment magnitude scale (Mw ). With a maximum Mercalli intensity assigned at VIII, the quake killed eleven people and left another 136 injured. Over 100,000 homes in both countries were destroyed and 42,000 seriously damaged. Some damage to structures were also reported in Chiang Mai and Chiang Rai, Thailand. The low death toll from this earthquake was attributed to an early warning issued prior to it happening. Precursor events including foreshocks and some seismic anomalies led to an evacuation of the area before the mainshock struck. It is thought to be one of the few successfully predicted earthquakes in history.

<span class="mw-page-title-main">Wood–Anderson seismometer</span> Instrument fo measuring strength of earthquakes

The Wood–Anderson seismometer is a torsion seismometer developed in the United States by Harry O. Wood and John August Anderson in the 1920s to record local earthquakes in southern California. It photographically records the horizontal motion. The seismometer uses a pendulum of 0.8g, its period is 0.8 seconds, its magnification is 2,800 times, and its damping constant is 0.8. Charles Francis Richter developed the Richter magnitude scale using the Wood–Anderson seismometer.

References

  1. 1 2 Finazzi, Francesco (2016). "The Earthquake Network Project: Toward a Crowdsourced Smartphone‐Based Earthquake Early Warning System". Bulletin of the Seismological Society of America. 106 (3): 1088–1099. arXiv: 1512.01026 . Bibcode:2016BuSSA.106.1088F. doi:10.1785/0120150354. S2CID   88515799 . Retrieved 10 June 2016.[ permanent dead link ]
  2. 1 2 Finazzi, F.; Fassò, A. (2016). "A statistical approach to crowdsourced smartphone-based earthquake early warning systems". Stochastic Environmental Research and Risk Assessment. 31 (7): 1649–1658. arXiv: 1512.01026 . doi:10.1007/s00477-016-1240-8. S2CID   123910895.