Urban Vulnerability: Earthquake Risks in Major Global Cities

Table of Contents

Earthquakes represent one of the most devastating natural hazards facing urban populations worldwide. As cities continue to expand and populations concentrate in seismically active regions, understanding and mitigating earthquake risks has become increasingly critical for protecting lives, infrastructure, and economic stability. The intersection of geological hazards and urban development creates complex challenges that require comprehensive planning, robust building standards, and community preparedness.

The Global Landscape of Seismic Risk

Nearly 75% of the United States could experience damaging earthquake shaking, according to recent assessments by the U.S. Geological Survey. This statistic underscores a reality that extends far beyond traditionally recognized earthquake zones. While certain regions have long been associated with seismic activity, the true scope of earthquake vulnerability encompasses a much broader geographic area than many people realize.

The distribution of earthquake risk follows the planet’s tectonic boundaries, with the most significant hazards concentrated along the Pacific Ring of Fire, the Mediterranean-Asiatic Belt, and various other fault systems. The Pacific Ring of Fire, encompassing areas such as Japan, California, and parts of South America, is particularly vulnerable. These regions experience frequent seismic activity due to the dynamic interaction of tectonic plates beneath the Earth’s surface.

For the five countries with the largest growth in earthquake-prone-area population—India, Pakistan, Indonesia, the Philippines, and Bangladesh—the rate of population increase ranged from 37% to 72%, and the total growth accounted for more than half of the global growth in earthquake-prone area population. This demographic shift represents a critical challenge for disaster risk reduction efforts worldwide.

Major Cities Facing Significant Earthquake Threats

San Francisco and the Bay Area

San Francisco ranks highest among the most earthquake-prone cities due to its location along several major faults, with the Hayward and San Andreas faults among the most hazardous ones. The city’s vulnerability is compounded by its dense urban development, aging infrastructure, and proximity to multiple active fault lines.

There’s a 72% chance of an earthquake of a magnitude 6.7 or higher affecting the San Francisco Bay Area and its adjacent areas from 2014 to 2043, according to the USGS. This high probability reflects the accumulated stress along fault systems that have not experienced major ruptures in recent decades. The Hayward Fault, in particular, poses an imminent threat to the East Bay communities.

Running through Oakland and Berkeley, this 74-mile fault is overdue for a magnitude 7+ earthquake that could devastate the East Bay. Urban planners and emergency managers in the region have developed extensive preparedness programs, but the scale of potential damage remains a significant concern for millions of residents.

Los Angeles and Southern California

Los Angeles County featured as the second most earthquake-prone county, according to Home Gnome, primarily due to the region’s complex network of faults and population density. The metropolitan area sits atop a intricate web of fault systems, including the San Andreas, San Jacinto, and numerous smaller faults that crisscross the region.

Californian cities have the highest risk of earthquakes across the country due to multiple major fault systems, dense urban populations, and ageing infrastructure. The combination of these factors creates a scenario where a major earthquake could result in catastrophic damage and economic losses measured in hundreds of billions of dollars.

California’s earthquake preparedness in 2026 presents paradox of world-leading seismic building codes and scientific understanding combined with persistent vulnerabilities from aging infrastructure, unreinforced masonry buildings in historic districts, and population growth concentrating millions in known high-hazard zones. The state requires comprehensive seismic retrofitting of critical infrastructure, mandates earthquake insurance disclosure, and maintains ShakeAlert early warning system providing seconds to tens of seconds warning before strong shaking arrives. Yet approximately 1 million California buildings predate modern seismic codes, 10,000+ unreinforced masonry buildings remain despite retrofit ordinances, and only 13% of California homeowners carry earthquake insurance leaving majority of residents financially unprepared for the inevitable.

Pacific Northwest: The Cascadia Threat

Called the Cascadia subduction zone, a big quake along this fault could affect the cities of Seattle, Tacoma, Portland, Eugene, Salem, and Olympia. Unlike the strike-slip faults common in California, the Cascadia Subduction Zone represents a different and potentially more devastating type of seismic threat.

Coos Bay is located close to the Cascadia Subduction Zone, fault line where the Juan de Fuca plate slides under the North American plate. This 600-700-mile-long fault is located nearly 100 miles off the Pacific Coast. This boundary can create immense pressure and potentially result in “megathrust” earthquakes of magnitudes 8 to 9 and tsunamis as well.

FEMA predicts that a Cascadia earthquake and tsunami would injure 27,000, kill 13,000, and damage a million homes. The potential for a magnitude 9.0 or greater earthquake, combined with the resulting tsunami, represents one of the most significant natural disaster scenarios facing North America. The probability of earthquakes off the coast of British Columbia in the next 50 years ranges from 10 to 15 percent and will only increase over time. During this period, a mega-earthquake with a magnitude of 9+ could occur, similar to past events in the history of Canada’s west coast. The last 9.0 magnitude earthquake in this zone occurred on January 26, 1700.

Istanbul and the Marmara Region

Seismologists in Turkey are expecting a powerful earthquake with a magnitude greater than 7.5 to occur soon in Istanbul and the Marmara region. According to the analysis of geophysical and seismic research, as well as the study of historical data, there is a 50% probability of a seismic event occurring within the next five years. Seismologists predict that the earthquake could affect seven provinces, home to over 25 million people.

Istanbul’s vulnerability stems from its position along the North Anatolian Fault, one of the world’s most active strike-slip fault systems. The city’s rapid growth over recent decades has resulted in a mix of modern construction and older buildings that may not meet current seismic standards. The potential for a major earthquake affecting this historic city and economic hub represents a significant concern for Turkey and the broader region.

Tokyo and Japanese Metropolitan Areas

Japan’s position along the Pacific Ring of Fire subjects its major cities to frequent seismic activity. Tokyo, the world’s largest metropolitan area, faces constant earthquake risk from multiple sources, including the Philippine Sea Plate subduction zone and various crustal faults. The city has experienced devastating earthquakes throughout its history, most notably the 1923 Great Kanto Earthquake.

Despite this vulnerability, Japan has developed some of the world’s most advanced earthquake preparedness systems, including strict building codes, early warning systems, and comprehensive public education programs. The country’s experience with earthquakes has driven innovation in seismic engineering and disaster response planning that serves as a model for other earthquake-prone regions.

Mexico City’s Unique Vulnerability

Mexico City presents a unique case of seismic vulnerability due to its location in an ancient lakebed. The soft, water-saturated soils beneath the city amplify seismic waves, causing buildings to experience much stronger shaking than would occur on solid bedrock. This phenomenon was tragically demonstrated during the 1985 Mexico City earthquake, when buildings hundreds of kilometers from the epicenter suffered catastrophic damage.

The city’s continued growth and the presence of many older buildings constructed before modern seismic codes were implemented create ongoing vulnerability. While newer construction incorporates advanced seismic design, the challenge of retrofitting or replacing older structures remains a significant concern for city planners and residents alike.

Unexpected Risk Zones: Eastern United States

Noteworthy changes in the new model show the possibility of more damaging earthquakes along the central and northeastern Atlantic Coastal corridor, including in the cities of Washington D.C., Philadelphia, New York and Boston. While these cities are not traditionally associated with earthquake risk, recent geological assessments have revealed previously underestimated seismic hazards.

The Charleston area is at a high risk for a damaging earthquake within the next 50 years. As a seismologist at the College of Charleston told the Post and Courier, “We are the bull’s-eye on the East Coast.” During the major Charleston earthquake of 1886, nearly every building in the city was damaged and most had to be torn down.

The New Madrid Seismic Zone

One of the biggest earthquakes in American history occurred in the Mississippi Valley near the juncture of Missouri, Illinois, Kentucky, Tennessee, and Arkansas. The sequence of three quakes happened between 1811 and 1812, and reports say that tremors caused the Mississippi River to run backward. The New Madrid Seismic Zone is one of the most active seismic areas east of the Rockies and has about 200 small quakes per year.

Cities at Risk: Memphis, St. Louis, Nashville, Evansville, Little Rock, Paducah. The unique geology of the central United States means that earthquakes in this region can affect areas much larger than similar magnitude events in California, potentially impacting millions of people across multiple states.

Understanding Urban Seismic Vulnerability

Physical vulnerability can be defined as the susceptibility of exposed buildings to seismic impacts (damage) determined with the likelihood of the occurrence of certain damage level caused by seismic action. Vulnerability analysis represents a powerful engineering technique for urban and regional risk assessments.

Urban vulnerability to earthquakes extends far beyond simple proximity to fault lines. Multiple interconnected factors determine how severely a city will be affected by seismic events, and understanding these factors is essential for effective risk reduction strategies.

Building Infrastructure and Construction Quality

The age, design, and construction quality of buildings represent perhaps the most critical factor in determining earthquake vulnerability. Modern seismic building codes incorporate decades of engineering research and lessons learned from past earthquakes, but their effectiveness depends entirely on proper implementation and enforcement.

The main reason for excessive human losses and material damage during a seismic event is the insufficient seismic resistance of buildings. The assessment of seismic performance of buildings in an existing urban area is a demanding task for civil engineers, especially in old cities that have been gradually growing and expanding over the course of centuries. The heterogeneous distribution of buildings with different architectural, material and structural characteristics, accompanied by different ages of buildings, material degradation over time, various structural and non-structural interventions and, generally, the lack of knowledge about the performance of the structure, lead to numerous uncertainties in the analysis of such structures.

Unreinforced masonry buildings, common in historic districts and older urban areas, pose particular risks during earthquakes. These structures lack the reinforcement necessary to withstand lateral forces generated by seismic shaking, making them prone to partial or complete collapse. Many cities face the challenge of balancing historic preservation with the need for seismic safety improvements.

The construction materials and techniques used in buildings significantly affect their seismic performance. Reinforced concrete, steel frame construction, and wood frame buildings each respond differently to earthquake forces. Modern seismic design incorporates features such as base isolation, damping systems, and flexible connections that allow buildings to absorb and dissipate seismic energy without catastrophic failure.

Population Density and Exposure

More than two thirds of population growth (or 70% of total population in 2015) and nearly three quarters of earthquake-related deaths (or 307,918 deaths) in global earthquake-prone areas occurred in developing countries with an urbanization ratio (percentage of urban population to total population) between 20 and 60%. Holding other factors constant, population size was significantly and positively associated with earthquake fatalities, while the area of urban land was negatively related.

High population density amplifies earthquake risk by increasing the number of people exposed to potential hazards. Dense urban environments also complicate evacuation efforts and emergency response operations. The concentration of people in high-rise buildings, underground transportation systems, and crowded public spaces creates scenarios where even moderate earthquakes can result in significant casualties.

Among these developing countries, increased urbanization and population growth is typically accompanied by the expansion of informal settlements and multistory buildings, which are especially vulnerable to catastrophic natural hazards and disasters. Thus, mitigating the seismic risk of the urban poor and enhancing the seismic resilience of high-rise buildings should be prioritized to decrease seismic risk in developing countries.

Soil Conditions and Site Effects

The geological characteristics of the ground beneath a city profoundly influence how seismic waves propagate and affect structures. Soft soils, such as those found in river valleys, coastal areas, and former lakebeds, can amplify seismic waves, causing buildings to experience much stronger shaking than would occur on bedrock.

Liquefaction represents another soil-related hazard, occurring when saturated, loose soils lose their strength during earthquake shaking and behave like a liquid. This phenomenon can cause buildings to sink, tilt, or collapse, even if the structures themselves are well-designed to resist seismic forces. Coastal cities and areas with high water tables face particular vulnerability to liquefaction.

Landslides triggered by earthquakes pose additional risks in hilly or mountainous urban areas. The primary hazards that quakes can cause in the city are strong ground shaking, landslides, and liquefaction. The combination of steep slopes, unstable soils, and seismic shaking can trigger devastating landslides that destroy buildings and infrastructure.

Critical Infrastructure Dependencies

Modern cities depend on complex networks of infrastructure systems that can be severely disrupted by earthquakes. Transportation networks, including roads, bridges, tunnels, and railways, may suffer damage that impedes emergency response and recovery efforts. The collapse of major bridges or highway overpasses can isolate communities and prevent the delivery of critical supplies and services.

Utility systems—water, electricity, natural gas, and telecommunications—represent critical vulnerabilities. Broken water mains can leave communities without water for drinking and firefighting. Damaged electrical systems may cause widespread power outages lasting days or weeks. Natural gas leaks from damaged pipelines can trigger fires and explosions, compounding earthquake damage.

Healthcare facilities must remain operational following earthquakes to treat injured victims, yet hospitals themselves may suffer structural damage or lose access to utilities. The seismic vulnerability of healthcare infrastructure represents a critical concern for emergency planners, as the loss of hospital capacity during a disaster can dramatically increase casualties.

Socioeconomic Factors

Economic resources significantly influence a community’s ability to prepare for and recover from earthquakes. Wealthier communities can afford to retrofit older buildings, implement advanced warning systems, and maintain well-equipped emergency services. In contrast, economically disadvantaged areas may lack resources for seismic improvements, leaving residents in vulnerable structures.

Insurance coverage plays a crucial role in post-earthquake recovery, yet earthquake insurance remains relatively uncommon in many at-risk areas. The high cost of premiums and deductibles, combined with the perception that major earthquakes are unlikely, leads many property owners to forgo coverage. This leaves individuals and communities financially unprepared for the enormous costs of rebuilding after a major seismic event.

Social factors, including language barriers, access to information, and community cohesion, affect how well populations can prepare for and respond to earthquakes. Vulnerable populations, such as elderly residents, people with disabilities, and non-native speakers, may face particular challenges in accessing warning information and evacuation assistance.

Seismic Hazard Assessment and Mapping

The model was used to create a color-coded map that pinpoints where damaging earthquakes are most likely to occur based on insights from seismic studies, historical geologic data, and the latest data-collection technologies. The congressionally requested NSHM update was created as an essential tool to help engineers and others mitigate how earthquakes affect the most vulnerable communities by showing likely earthquake locations and how much shaking they might produce.

Understanding where and how strongly earthquakes are likely to occur requires sophisticated scientific analysis combining multiple data sources and methodologies. Seismic hazard assessment has evolved significantly over recent decades, incorporating advances in geology, seismology, and computational modeling.

Probabilistic Seismic Hazard Analysis

Probabilistic seismic hazard analysis (PSHA) represents the standard approach for evaluating earthquake risk in urban areas. This methodology considers the locations of known faults, their slip rates, the frequency of past earthquakes, and the attenuation of seismic waves to estimate the probability of different levels of ground shaking at specific locations.

Scientists might conclude that there is a 30% chance of an earthquake with a magnitude of 7.5 or higher occurring in California within the next ten years. This does not mean there is a 30% chance it will happen specifically in 2025, but rather reflects the overall seismic risk in the region over the indicated period.

PSHA results inform building codes by specifying the level of ground shaking that structures must be designed to withstand. These analyses consider various return periods—the average time between earthquakes of a given magnitude—to establish appropriate design standards for different types of structures. Critical facilities like hospitals and emergency operations centers are typically designed for longer return periods than residential buildings.

Fault Characterization and Mapping

Not all faults are equally dangerous. The faults covered here are major seismic zones capable of producing magnitude 7+ earthquakes that threaten populated areas. Detailed mapping and characterization of fault systems provide essential information for hazard assessment and land use planning.

California has over 500 active fault lines with 15-20 major faults threatening millions. Geologists use various techniques to identify and characterize faults, including field mapping, trenching studies to examine past earthquake evidence, GPS measurements of ground deformation, and geophysical surveys to image subsurface structures.

Understanding fault behavior requires determining several key parameters: the fault’s geometry and extent, its slip rate (how fast the plates are moving past each other), the timing of past earthquakes, and the maximum magnitude earthquake the fault can produce. This information allows scientists to estimate when and where future earthquakes are most likely to occur.

Historical Earthquake Records

Historical records of past earthquakes provide crucial data for understanding seismic hazards. Written accounts, archaeological evidence, and geological studies of past earthquake effects help scientists establish patterns of seismic activity over centuries or millennia. This long-term perspective is essential because major earthquakes on individual faults may occur only every few hundred or thousand years.

Paleoseismology, the study of prehistoric earthquakes, extends the earthquake record far beyond written history. By excavating trenches across faults and analyzing displaced soil layers, scientists can identify evidence of past earthquakes and estimate their timing and magnitude. This information helps establish recurrence intervals for major earthquakes and identify faults that may be approaching the end of their seismic cycle.

Modern Monitoring Networks

Dense networks of seismometers continuously monitor ground motion, detecting and locating earthquakes in real-time. These networks provide immediate information about earthquake magnitude, location, and depth, enabling rapid assessment of potential impacts and activation of emergency response systems.

GPS networks measure subtle ground deformation, revealing how strain accumulates along faults between earthquakes. This information helps scientists understand which faults are actively accumulating stress and may be approaching failure. Satellite-based radar interferometry provides additional data on ground deformation over large areas, complementing ground-based measurements.

Building Codes and Seismic Design Standards

Building codes represent society’s primary tool for reducing earthquake vulnerability in new construction. These regulations, developed through decades of engineering research and analysis of earthquake damage, specify minimum standards for structural design, materials, and construction practices.

Evolution of Seismic Building Codes

Seismic building codes have evolved dramatically over the past century, driven by lessons learned from damaging earthquakes. Early codes focused primarily on providing lateral strength to resist earthquake forces. Modern codes incorporate more sophisticated approaches, including ductility requirements that allow structures to deform without collapse, and performance-based design that considers how buildings should behave under different levels of shaking.

The development of building codes typically follows a reactive pattern, with major improvements occurring after significant earthquakes reveal weaknesses in existing standards. The 1971 San Fernando earthquake led to major improvements in California building codes. The 1994 Northridge earthquake revealed unexpected vulnerabilities in steel moment frame buildings, prompting further code revisions. Each major earthquake provides new data that informs code development.

Key Seismic Design Principles

Modern seismic design incorporates several fundamental principles. Structures must possess adequate strength to resist earthquake forces without collapse. Ductility—the ability to deform significantly without breaking—allows buildings to absorb seismic energy through controlled damage rather than catastrophic failure. Redundancy ensures that if one structural element fails, others can carry the load.

Regular structural configuration simplifies seismic behavior and reduces stress concentrations. Buildings with irregular shapes, abrupt changes in stiffness or strength, or discontinuous load paths face greater earthquake vulnerability. Seismic codes encourage regular, symmetrical designs and penalize irregular configurations through more stringent requirements.

Connection details receive particular attention in seismic design, as failures often occur at joints between structural elements. Proper detailing ensures that connections can transfer forces and accommodate deformations without failure. The quality of construction and adherence to design specifications significantly affect actual building performance during earthquakes.

Advanced Seismic Protection Systems

Beyond conventional seismic design, advanced technologies offer enhanced protection for critical or high-value structures. Base isolation systems separate buildings from ground motion using flexible bearings or sliding mechanisms, dramatically reducing the seismic forces transmitted to the structure. These systems have proven highly effective in protecting buildings and their contents during major earthquakes.

Energy dissipation devices, including various types of dampers, absorb seismic energy and reduce building response. These systems can be incorporated into new construction or added to existing buildings as part of seismic retrofits. Tuned mass dampers, commonly used in tall buildings, counteract building motion through carefully calibrated masses that move in opposition to seismic forces.

Active control systems use sensors and actuators to counteract earthquake motion in real-time, though these remain relatively rare due to complexity and cost. Semi-active systems offer a compromise, using controllable dampers that adjust their properties based on building response.

Challenges in Code Implementation

Even well-designed building codes face implementation challenges. Enforcement requires trained inspectors, adequate resources, and political will to reject substandard construction. In rapidly growing cities, particularly in developing countries, construction may outpace regulatory capacity, resulting in buildings that fail to meet code requirements.

Economic pressures can lead to shortcuts in construction quality or deliberate code violations. The additional cost of seismic design and construction may seem burdensome when earthquakes are infrequent, creating incentives to minimize seismic provisions. Effective code implementation requires not only regulations but also education, training, and accountability mechanisms.

Existing buildings constructed before modern codes were adopted represent a persistent vulnerability. These structures may lack basic seismic resistance features and pose significant risks to occupants and surrounding areas. Addressing this legacy building stock requires retrofit programs, which face their own challenges of cost, disruption, and technical complexity.

Seismic Retrofit and Strengthening Strategies

While building codes address new construction, the vast majority of buildings in earthquake-prone cities were constructed before modern seismic standards existed. Retrofitting these vulnerable structures represents one of the most significant challenges in earthquake risk reduction.

Identifying Vulnerable Buildings

Seismic vulnerability assessment in urban areas would, in principle, require the detailed modeling of every single building and the implementation of complex numerical calculations. This procedure is clearly difficult to apply at an urban scale where many buildings must be considered; therefore, it is essential to have simplified, but at the same time reliable, approaches to vulnerability assessment. Among the proposed strategies, one of the most interesting concerns is the application of machine learning algorithms, which are able to classify buildings according to their vulnerability on the basis of training procedures applied to existing datasets.

Systematic screening programs help identify the most vulnerable buildings requiring retrofit. These programs typically begin with rapid visual screening to identify building types known to have poor seismic performance. Detailed engineering evaluations then assess specific buildings to determine retrofit needs and priorities.

Unreinforced masonry buildings, non-ductile concrete frame structures, and soft-story buildings (with open ground floors for parking or retail) represent common vulnerable building types. Many cities have developed mandatory retrofit programs targeting these high-risk structures, particularly those used for residential occupancy or critical functions.

Retrofit Techniques and Technologies

Seismic retrofit strategies vary depending on building type, use, and the level of protection desired. Common approaches include adding shear walls or braced frames to increase lateral strength and stiffness, strengthening connections between structural elements, and improving foundation anchorage to prevent buildings from sliding off their foundations.

For unreinforced masonry buildings, retrofit typically involves adding steel reinforcement, installing anchors to connect walls to floors and roofs, and sometimes adding external bracing or internal frames. These interventions can significantly improve seismic performance while preserving historic character, though they require careful design and execution.

Soft-story buildings benefit from adding shear walls or moment frames to the weak story, or installing base isolation systems. The choice of retrofit strategy depends on architectural constraints, cost considerations, and desired performance levels. Some retrofits aim only to prevent collapse, while others target higher performance objectives such as maintaining functionality after earthquakes.

Economic and Policy Challenges

The cost of seismic retrofit represents a major barrier to widespread implementation. Retrofit expenses can range from modest amounts for simple interventions to costs approaching or exceeding new construction for comprehensive upgrades. Building owners, particularly of older residential properties, may lack financial resources for expensive retrofits.

Mandatory retrofit ordinances face political and legal challenges. Property owners may resist requirements that impose significant costs without immediate benefits. Balancing public safety needs with property rights and economic impacts requires careful policy design and often includes provisions for financial assistance, extended compliance timelines, and phased implementation.

Incentive programs, including tax credits, low-interest loans, and expedited permitting, can encourage voluntary retrofits. Some jurisdictions require seismic evaluations and disclosure during property transactions, using market mechanisms to drive retrofit activity. Public buildings and critical facilities often receive priority for retrofit funding given their importance for community safety and post-earthquake recovery.

Earthquake Early Warning Systems

Earthquake early warning systems represent a technological advance that can provide seconds to tens of seconds of warning before strong shaking arrives. While this may seem like a brief interval, it can enable protective actions that save lives and reduce damage.

How Early Warning Systems Work

Early warning systems detect the initial, faster-moving seismic waves (P-waves) from an earthquake and rapidly calculate the earthquake’s location, magnitude, and expected ground shaking. This information is transmitted to users before the slower but more damaging S-waves and surface waves arrive. The warning time depends on distance from the earthquake epicenter—locations farther from the source receive more warning time.

ShakeAlert is the West Coast earthquake early warning system operated by USGS in partnership with California, Oregon, and Washington. The system uses a dense network of seismic sensors to detect earthquakes and issue alerts within seconds of initial detection. Alerts are distributed through multiple channels, including smartphone apps, wireless emergency alerts, and direct connections to critical infrastructure operators.

Applications and Benefits

Even brief warning can enable life-saving actions. People can drop, cover, and hold on before strong shaking begins. Automated systems can slow or stop trains, close water and gas valves, bring elevators to the nearest floor and open doors, and shut down sensitive industrial processes. Surgeons can pause procedures, and emergency responders can prepare for incoming casualties.

The economic benefits of early warning extend beyond immediate safety. Preventing damage to industrial equipment, protecting data centers, and enabling orderly shutdown of critical systems can save significant costs. For transportation systems, even a few seconds of warning can prevent train derailments or allow vehicles to slow down before entering tunnels or crossing bridges.

Public education plays a crucial role in early warning effectiveness. People must understand what alerts mean and how to respond appropriately. False alarms and missed events can undermine public confidence, requiring careful system calibration and clear communication about system capabilities and limitations.

Global Implementation

Japan operates the world’s most advanced earthquake early warning system, developed after decades of investment in seismic monitoring infrastructure. The system provides warnings through television, radio, smartphones, and dedicated receivers. Mexico City’s early warning system has operated since the 1990s, taking advantage of the city’s distance from offshore subduction zone earthquakes to provide up to a minute of warning time.

Other countries and regions are developing or expanding early warning capabilities. Romania, Turkey, and several other earthquake-prone nations have implemented systems. The challenge lies in maintaining dense sensor networks, developing reliable alert algorithms, and establishing effective distribution channels to reach the public and critical infrastructure operators.

Emergency Preparedness and Response Planning

Effective emergency preparedness and response planning can dramatically reduce earthquake casualties and facilitate faster recovery. Comprehensive planning addresses the immediate aftermath of earthquakes, when emergency services may be overwhelmed and normal systems disrupted.

Individual and Household Preparedness

Personal preparedness forms the foundation of community resilience. Households should maintain emergency supplies including water, food, first aid materials, flashlights, batteries, and medications sufficient for at least 72 hours. Emergency plans should identify safe spots in each room, establish family communication protocols, and designate meeting locations.

Securing furniture, water heaters, and other items that could fall or shift during earthquakes prevents injuries and damage. Knowing how to shut off utilities prevents fires and flooding. Practicing earthquake drills, particularly the “drop, cover, and hold on” response, builds muscle memory that can save lives when actual earthquakes strike.

Financial preparedness includes maintaining adequate insurance coverage, keeping important documents in secure locations, and having access to emergency funds. Many people underestimate the economic impact of earthquakes, leaving themselves vulnerable to financial hardship even if they survive physically unharmed.

Community and Organizational Planning

Community-level planning coordinates resources and responses across multiple organizations and jurisdictions. Emergency operations plans define roles and responsibilities, establish command structures, and outline procedures for various scenarios. Regular exercises and drills test plans and identify gaps or weaknesses requiring correction.

Critical facilities—hospitals, fire stations, emergency operations centers, and utilities—require special attention in emergency planning. These facilities must remain operational after earthquakes to support response and recovery efforts. Backup power, redundant communications, and seismic protection measures ensure continued functionality when most needed.

Mutual aid agreements between jurisdictions enable resource sharing when local capabilities are overwhelmed. These agreements pre-establish procedures for requesting and providing assistance, reducing delays in deploying help. Regional coordination ensures that response efforts complement rather than duplicate each other.

Search and Rescue Capabilities

Urban search and rescue teams specialize in locating and extracting victims from collapsed buildings. These highly trained teams include structural engineers, heavy equipment operators, medical specialists, and canine search teams. Their specialized equipment and expertise enable them to work safely in extremely hazardous environments.

The first 72 hours after an earthquake are critical for rescue operations, as survival rates decline rapidly after this period. However, search and rescue operations may continue for weeks in major disasters. Prioritizing search efforts based on building collapse patterns, population density, and likelihood of survivors maximizes the effectiveness of limited resources.

Community emergency response teams (CERT) provide additional capacity for immediate post-earthquake response. These trained volunteers can perform light search and rescue, provide basic medical care, and assist with evacuation and shelter operations. CERT programs extend professional emergency response capabilities by mobilizing community members who can act immediately in their own neighborhoods.

Mass Care and Shelter Operations

Major earthquakes may displace thousands or millions of people from damaged homes. Providing shelter, food, water, and sanitation for displaced populations represents a massive logistical challenge. Pre-identified shelter locations, stockpiled supplies, and trained staff enable rapid activation of mass care operations.

Shelter operations must address diverse needs, including medical care, mental health support, pet accommodation, and services for people with disabilities. Cultural sensitivity and language access ensure that all affected populations receive appropriate assistance. Long-term sheltering may be necessary when housing damage is extensive, requiring transition from emergency shelters to temporary housing solutions.

Public Education and Awareness

Public education represents a cost-effective approach to reducing earthquake vulnerability. Informed populations make better decisions about preparedness, respond more effectively during earthquakes, and support policies that reduce community risk.

School-Based Education Programs

Schools provide ideal venues for earthquake education, reaching children who can influence family preparedness and carry knowledge into adulthood. Earthquake drills teach protective actions and familiarize students with emergency procedures. Curriculum integration incorporates earthquake science and preparedness into regular instruction across multiple subjects.

School seismic safety extends beyond education to include structural improvements and emergency planning. Ensuring that school buildings can withstand earthquakes protects students and provides community shelter resources. School emergency plans address student release procedures, staff responsibilities, and coordination with parents and emergency services.

Community Outreach and Engagement

Community outreach programs use various channels to reach diverse populations. Public workshops, media campaigns, social media, and community events spread preparedness messages. Partnerships with community organizations, faith-based groups, and businesses extend reach and credibility.

Culturally appropriate messaging and materials ensure that information reaches all community members effectively. Language translation, consideration of cultural beliefs and practices, and engagement with community leaders help overcome barriers to preparedness. Addressing specific concerns and needs of different populations increases program effectiveness.

Annual earthquake awareness events, such as the Great ShakeOut earthquake drills, engage millions of participants in practicing protective actions. These large-scale events generate media attention, encourage preparedness discussions, and create social norms around earthquake readiness. Participation by schools, businesses, and government agencies demonstrates institutional commitment to preparedness.

Professional Training and Education

Professional education ensures that engineers, architects, building officials, and emergency managers possess current knowledge and skills. Continuing education requirements, professional certifications, and specialized training programs maintain and enhance professional competence in seismic safety.

Building inspectors require training to recognize seismic deficiencies and verify compliance with code requirements. Engineers need education in current seismic design methods and technologies. Emergency managers must understand earthquake impacts and response requirements. Investment in professional education pays dividends through improved building performance and emergency response effectiveness.

Economic Impacts and Financial Preparedness

Earthquakes cost the country around $14.7 billion in damages and losses every year. The economic impacts of earthquakes extend far beyond immediate physical damage, affecting regional and national economies through business interruption, supply chain disruption, and long-term recovery costs.

Direct and Indirect Economic Losses

The center for research on the epidemiology of disasters (CRED) presented natural disaster damage statistics (2000–2019) demonstrating that earthquakes caused the most devastation compared to other natural calamities, accounting for 58% of fatalities. In addition, earthquakes are second only to storms in terms of economic losses. Seismic incidents have caused an average economic loss of US $ 32.7 billion each year.

Direct losses include damage to buildings, infrastructure, and contents. Indirect losses encompass business interruption, lost productivity, supply chain disruptions, and reduced economic activity. For major earthquakes affecting urban areas, indirect losses can exceed direct damage costs, particularly when critical infrastructure or key industries suffer extended disruption.

The spatial concentration of economic activity in cities amplifies earthquake impacts. Damage to central business districts, ports, or industrial zones can affect entire regional economies. Global supply chains mean that earthquake impacts in one location can cascade through international economic networks, affecting businesses and consumers far from the disaster zone.

Insurance and Risk Transfer

Earthquake insurance provides financial protection against seismic losses, transferring risk from individuals and businesses to insurance companies and reinsurance markets. However, earthquake insurance penetration remains low in many at-risk areas due to high premiums, large deductibles, and perception that earthquakes are unlikely.

Government-backed insurance programs, such as the California Earthquake Authority, aim to increase insurance availability and affordability. These programs pool risk across large populations and may receive government backing to ensure solvency after major events. Catastrophe bonds and other financial instruments provide additional capacity for transferring earthquake risk to capital markets.

The insurance gap—the difference between economic losses and insured losses—represents a significant challenge for earthquake recovery. Uninsured losses fall on property owners, businesses, and governments, potentially overwhelming recovery resources. Increasing insurance coverage reduces this gap and accelerates recovery by providing immediate access to reconstruction funds.

Business Continuity Planning

Business continuity planning helps organizations maintain operations or quickly resume after earthquakes. Plans identify critical functions, assess vulnerabilities, and establish procedures for continuing operations with reduced resources or from alternate locations. Regular testing and updating ensure plans remain effective as organizations and threats evolve.

Supply chain resilience requires understanding dependencies and developing alternatives for critical suppliers and transportation routes. Diversifying suppliers, maintaining inventory buffers, and establishing backup logistics arrangements reduce vulnerability to earthquake-induced disruptions. Collaboration with suppliers and customers improves overall supply chain resilience.

Data protection and information technology recovery represent critical concerns for modern businesses. Offsite data backup, redundant systems, and cloud-based services ensure that critical information survives earthquakes and remains accessible. Recovery time objectives define acceptable downtime for different systems, guiding investment in backup capabilities.

Recovery and Reconstruction

The recovery and reconstruction phase following major earthquakes can last years or decades. How communities approach recovery significantly affects long-term resilience and vulnerability to future earthquakes.

Short-Term Recovery Priorities

Immediate recovery priorities include restoring critical infrastructure, providing temporary housing, and clearing debris. Rapid damage assessment guides resource allocation and identifies buildings safe for reoccupancy. Temporary repairs and shoring prevent further damage and enable partial building use while permanent repairs are planned.

Debris management represents a massive undertaking after major earthquakes. Millions of tons of rubble must be removed, sorted, and disposed of or recycled. Efficient debris removal clears access routes, enables reconstruction, and removes hazards. However, debris operations must balance speed with environmental protection and historic preservation concerns.

Economic recovery support includes assistance for businesses, employment programs, and financial aid for individuals. Small businesses, which may lack resources to survive extended closures, require particular attention. Maintaining employment and economic activity prevents secondary migration and preserves the tax base needed for community recovery.

Long-Term Reconstruction

Reconstruction provides opportunities to “build back better” by incorporating improved seismic standards, updating land use patterns, and addressing pre-existing vulnerabilities. However, pressures to rebuild quickly may conflict with desires for comprehensive improvements. Balancing speed and quality requires careful planning and adequate resources.

Land use planning during reconstruction can reduce future vulnerability by restricting development in high-hazard areas, creating open space for emergency access and evacuation, and improving infrastructure resilience. Relocating critical facilities away from fault zones or unstable soils reduces future risk. However, land use changes may face resistance from property owners and require legal authority and political will.

Historic preservation presents particular challenges in reconstruction. Damaged historic buildings may require specialized restoration techniques that balance seismic safety with preservation of historic character. The loss of historic structures affects community identity and cultural heritage, making preservation a priority even when technically challenging or expensive.

Funding Recovery and Reconstruction

Financing recovery requires multiple funding sources including insurance proceeds, government disaster assistance, loans, and private investment. Federal disaster declarations unlock access to government assistance programs, but these typically cover only a portion of total losses. State and local governments must provide matching funds and may issue bonds to finance recovery projects.

International assistance may supplement domestic resources for major disasters, particularly in developing countries. However, coordinating international aid, ensuring it reaches intended beneficiaries, and aligning it with local priorities present challenges. Effective aid requires understanding local context, respecting community preferences, and building local capacity.

Long-term recovery funding often falls short of needs, particularly for low-income households and communities. Vulnerable populations may lack insurance, savings, or access to credit needed for rebuilding. Targeted assistance programs, community development block grants, and nonprofit support help address gaps in recovery resources.

The Role of Technology and Innovation

Technological advances continue to improve earthquake risk reduction capabilities across all phases of the disaster cycle, from hazard assessment through recovery.

Advanced Monitoring and Sensing

Modern sensor networks provide unprecedented detail about earthquake processes and ground motion. Dense arrays of seismometers, accelerometers, and GPS stations capture earthquake characteristics with high spatial and temporal resolution. This data improves understanding of earthquake physics, validates ground motion models, and enables rapid characterization of earthquake impacts.

Fiber optic sensing technology transforms telecommunications cables into seismic sensors, potentially creating extremely dense monitoring networks at low cost. Distributed acoustic sensing detects vibrations along fiber optic cables, providing detailed information about ground motion and structural response. This technology could revolutionize earthquake monitoring in urban areas.

Smartphone-based earthquake detection leverages the accelerometers in millions of phones to create crowd-sourced seismic networks. While individual phone sensors are less sensitive than scientific instruments, the sheer number of devices can provide valuable data about earthquake location, magnitude, and ground motion distribution. Apps can also deliver early warnings and collect damage reports from users.

Computational Modeling and Simulation

High-performance computing enables detailed simulations of earthquake processes, ground motion, and structural response. These simulations help scientists understand earthquake physics, engineers design better structures, and emergency managers plan for disaster scenarios. Virtual earthquakes allow testing of response plans and training of personnel without waiting for actual events.

Machine learning and artificial intelligence applications are expanding rapidly in earthquake science and engineering. The core of our method lies in the use of machine learning models, specifically a neural network and a random forest classifier, to predict damage based on building features. This approach relies on the introduction of virtual dummy buildings able to assess the impact of individual features on the overall vulnerability, ensuring spatial independence and broad applicability.

AI algorithms can identify patterns in seismic data, classify building vulnerability from satellite imagery, and optimize emergency response resource allocation. As datasets grow and algorithms improve, machine learning will play an increasing role in all aspects of earthquake risk management.

Remote Sensing and Damage Assessment

Satellite imagery and aerial surveys enable rapid damage assessment over large areas following earthquakes. Comparing pre- and post-earthquake images reveals building damage, infrastructure failures, and ground deformation. This information guides emergency response, helps prioritize inspections, and supports recovery planning.

Synthetic aperture radar interferometry measures ground deformation with centimeter-scale precision, revealing fault rupture patterns and areas of subsidence or uplift. This technology has revolutionized understanding of earthquake deformation and helps identify areas requiring detailed inspection for damage.

Drone technology provides flexible, low-cost platforms for detailed damage surveys. Drones can quickly survey large areas, access locations too dangerous for ground inspection, and capture high-resolution imagery for damage assessment. Automated image analysis extracts damage information from drone imagery, accelerating assessment processes.

Building Information Modeling and Digital Twins

Building Information Modeling (BIM) creates detailed digital representations of structures, incorporating geometric, material, and performance information. BIM models support seismic design, facilitate construction quality control, and provide information for emergency response and recovery. Integration with sensor data enables real-time monitoring of building performance.

Digital twin technology extends BIM concepts to create dynamic models that evolve with buildings over their lifecycles. Digital twins incorporate sensor data, maintenance records, and performance information to provide comprehensive understanding of building condition and vulnerability. These models support predictive maintenance, retrofit planning, and post-earthquake damage assessment.

International Cooperation and Knowledge Sharing

Earthquake risk reduction benefits from international cooperation and knowledge sharing. Countries and cities facing similar challenges can learn from each other’s experiences, share technologies and methodologies, and coordinate research efforts.

Global Frameworks and Initiatives

The Sendai Framework for Disaster Risk Reduction provides a global blueprint for reducing disaster losses, including those from earthquakes. The framework emphasizes understanding risk, strengthening governance, investing in resilience, and enhancing preparedness. Countries report progress toward framework goals, creating accountability and encouraging action.

International organizations facilitate knowledge exchange and capacity building. The United Nations Office for Disaster Risk Reduction coordinates global disaster risk reduction efforts. The World Bank and regional development banks provide financing and technical assistance for earthquake risk reduction projects. Professional organizations connect researchers and practitioners across borders.

Lessons from Major Earthquakes

Each major earthquake provides lessons that inform future risk reduction efforts. Post-earthquake investigations document building performance, emergency response effectiveness, and recovery challenges. Sharing these lessons helps other communities avoid similar problems and adopt successful strategies.

The 2011 Tohoku earthquake and tsunami in Japan demonstrated the importance of multi-hazard planning and the limitations of protective infrastructure. The 2010 Haiti earthquake highlighted vulnerabilities in developing countries and challenges of international disaster response. The 2016 Ecuador earthquake showed how building code enforcement affects outcomes. Each event contributes to collective understanding of earthquake risk and resilience.

Capacity Building and Technical Assistance

Developing countries often lack technical capacity for earthquake risk assessment and mitigation. International assistance programs provide training, technology transfer, and financial support to build local capabilities. Sustainable capacity building emphasizes education, institutional development, and creation of local expertise rather than dependence on external assistance.

Partnerships between universities, research institutions, and government agencies facilitate knowledge exchange and collaborative research. Joint projects address common challenges, share costs and expertise, and build relationships that support long-term cooperation. Student exchanges and professional training programs develop the next generation of earthquake professionals.

Future Challenges and Opportunities

Earthquake risk reduction faces evolving challenges as cities grow, climate changes, and technologies advance. Addressing these challenges while capitalizing on opportunities will determine future progress in protecting urban populations from seismic hazards.

Urbanization and Population Growth

The worldwide increase in urbanization in recent decades (a scenario that is only expected to increase even more in the upcoming future) poses additional difficulties to the effectiveness of disaster risk reduction strategies. Rapid urban growth, particularly in developing countries, often outpaces capacity to implement seismic safety measures. Informal settlements and substandard construction create concentrations of vulnerability.

Managing earthquake risk in rapidly growing cities requires integrating seismic considerations into urban planning from the outset. Land use controls, building code enforcement, and infrastructure investment must keep pace with development. Retrofitting existing vulnerable buildings while ensuring new construction meets standards presents a dual challenge requiring sustained commitment and resources.

Climate Change Interactions

While climate change does not directly affect earthquake occurrence, it may influence secondary hazards and complicate risk management. Changes in precipitation patterns could affect landslide susceptibility in earthquake-prone areas. Sea level rise increases tsunami exposure for coastal cities. Climate-driven migration may concentrate populations in seismically active regions.

Multi-hazard approaches that address earthquakes alongside climate-related hazards improve overall resilience. Infrastructure designed to withstand both seismic forces and climate impacts provides better long-term value. Integrated planning considers how different hazards interact and compound each other’s effects.

Emerging Technologies

Continued technological innovation offers new tools for earthquake risk reduction. Advanced materials enable stronger, lighter, more resilient structures. Robotics and automation may improve construction quality and enable safer post-earthquake inspections. Quantum sensors could provide unprecedented sensitivity for detecting precursory signals or monitoring structural health.

However, technology alone cannot solve earthquake risk challenges. Effective implementation requires appropriate policies, adequate resources, trained personnel, and public support. Technology must be accessible and appropriate for local contexts, not just cutting-edge in developed countries. Balancing innovation with proven approaches ensures reliable risk reduction.

Social Equity and Environmental Justice

Earthquake vulnerability disproportionately affects disadvantaged populations who live in substandard housing, lack resources for preparedness, and face barriers to recovery assistance. Addressing these disparities requires explicit attention to equity in risk reduction programs. Targeted assistance, community engagement, and policies that prioritize vulnerable populations help ensure that earthquake safety benefits everyone.

Environmental justice considerations recognize that earthquake risk reduction decisions affect different communities differently. Siting of critical facilities, allocation of retrofit funding, and recovery resource distribution should consider impacts on disadvantaged communities. Inclusive planning processes ensure that all voices are heard in decisions affecting community safety.

Comprehensive Strategies for Urban Earthquake Resilience

Effective earthquake risk reduction requires comprehensive strategies that address all aspects of vulnerability and engage all sectors of society. No single measure provides complete protection; rather, layered approaches combining multiple interventions create resilient communities.

Integrated Risk Management

Integrated risk management considers earthquakes alongside other hazards and incorporates risk reduction into broader development planning. Rather than treating earthquake safety as a separate concern, integration ensures that seismic considerations inform land use decisions, infrastructure investments, and building standards. This approach maximizes co-benefits and avoids conflicts between different objectives.

Risk-informed decision making uses quantitative risk assessments to evaluate alternatives and prioritize investments. Cost-benefit analysis compares the costs of risk reduction measures against expected benefits in reduced losses. While not all values can be quantified, systematic analysis provides a rational basis for allocating limited resources among competing priorities.

Multi-Stakeholder Engagement

Earthquake risk reduction requires engagement from government, private sector, civil society, and individuals. Government provides regulatory frameworks, public infrastructure, and emergency services. The private sector designs and constructs buildings, provides insurance, and maintains business operations. Civil society organizations advocate for vulnerable populations, provide services, and mobilize communities. Individuals make preparedness decisions and take protective actions.

Effective engagement requires clear communication, defined roles, and mechanisms for coordination. Public-private partnerships can leverage private sector resources and expertise for public benefit. Community-based organizations provide trusted channels for reaching diverse populations. Inclusive processes ensure that all stakeholders have voice in decisions affecting their safety and well-being.

Continuous Improvement and Adaptation

Earthquake risk reduction is not a one-time effort but an ongoing process of learning and improvement. Regular review and updating of building codes, emergency plans, and risk assessments ensure they reflect current knowledge and conditions. Monitoring and evaluation of programs identify what works and what needs improvement.

Adaptive management recognizes uncertainty and builds flexibility into plans and systems. Rather than assuming perfect knowledge, adaptive approaches monitor outcomes, learn from experience, and adjust strategies as needed. This flexibility enables effective response to changing conditions and new information.

Essential Actions for Earthquake Preparedness

While comprehensive earthquake risk reduction requires sustained effort across many fronts, certain essential actions provide the foundation for safer communities. Prioritizing these measures can significantly reduce vulnerability and improve resilience.

  • Implementing and enforcing modern seismic building codes for all new construction ensures that buildings can withstand expected earthquake forces without collapse. Regular code updates incorporate new knowledge and technologies.
  • Developing and deploying earthquake early warning systems provides precious seconds of warning that enable protective actions and automated responses. Public education ensures people know how to respond to warnings.
  • Conducting systematic vulnerability assessments identifies buildings and infrastructure requiring retrofit or replacement. Prioritization focuses limited resources on the highest-risk structures.
  • Establishing mandatory retrofit programs for the most vulnerable building types reduces the legacy of pre-code construction. Financial assistance and phased implementation make programs feasible.
  • Creating comprehensive emergency response plans that define roles, procedures, and resources for earthquake response. Regular exercises test plans and build response capabilities.
  • Implementing public education campaigns that teach protective actions, encourage preparedness, and build awareness of earthquake risks. School programs reach children and families.
  • Investing in critical infrastructure resilience ensures that hospitals, fire stations, utilities, and transportation systems can function after earthquakes. Redundancy and backup systems provide additional protection.
  • Promoting earthquake insurance and other risk transfer mechanisms to provide financial resources for recovery. Incentives and education increase insurance uptake.
  • Supporting research and innovation in earthquake science, engineering, and risk reduction. Knowledge advances enable better protection strategies.
  • Fostering international cooperation to share knowledge, coordinate research, and provide assistance to countries with limited capacity. Global challenges require global solutions.

Conclusion: Building Earthquake-Resilient Cities

Urban earthquake vulnerability represents one of the most significant natural hazard challenges facing humanity. Hundreds of millions of people live in earthquake-prone cities, and this number continues to grow as urbanization concentrates populations in seismically active regions. The potential for catastrophic losses—measured in hundreds of thousands of lives and trillions of dollars—demands sustained attention and action.

Yet the challenge is not insurmountable. Scientific understanding of earthquakes has advanced dramatically, engineering solutions can protect buildings and infrastructure, early warning systems provide precious seconds of notice, and comprehensive preparedness reduces casualties and facilitates recovery. Communities that invest in earthquake resilience demonstrate that effective risk reduction is achievable.

The path forward requires sustained commitment across multiple fronts. Building codes must be adopted, enforced, and regularly updated. Vulnerable existing buildings need retrofit or replacement. Critical infrastructure requires protection. Emergency response capabilities must be developed and maintained. Public education builds awareness and preparedness. Research continues to advance knowledge and capabilities.

Success demands engagement from all sectors of society. Government provides regulatory frameworks and public services. The private sector designs, constructs, and maintains the built environment. Civil society advocates for vulnerable populations and mobilizes communities. Individuals make preparedness decisions and take protective actions. Only through coordinated effort can communities achieve meaningful risk reduction.

The economic case for earthquake risk reduction is compelling. Investments in prevention and preparedness cost far less than post-disaster recovery. Beyond financial considerations, protecting lives and reducing suffering represent fundamental moral imperatives. Communities have both practical and ethical obligations to reduce earthquake vulnerability.

Looking ahead, emerging challenges including rapid urbanization, aging infrastructure, and climate change interactions will test earthquake risk reduction efforts. However, technological advances, growing knowledge, and increasing awareness provide tools and opportunities for progress. The question is not whether earthquake-resilient cities are possible, but whether societies will make the necessary investments and commitments to achieve them.

For cities facing significant earthquake threats—from San Francisco to Tokyo, Istanbul to Mexico City, and countless others—the time for action is now. Every building retrofitted, every emergency plan developed, every person educated represents progress toward safety. While earthquakes cannot be prevented, their impacts can be dramatically reduced through systematic, sustained effort.

The vision of earthquake-resilient cities where people live safely despite seismic threats is achievable. Realizing this vision requires translating knowledge into action, maintaining commitment over the long term, and ensuring that earthquake safety benefits all members of society. The stakes—measured in lives, livelihoods, and community well-being—could not be higher. The path forward is clear. What remains is the collective will to walk it.

For more information on earthquake preparedness and safety, visit the U.S. Geological Survey Earthquake Hazards Program, the Federal Emergency Management Agency earthquake resources, and the Earthquake Country Alliance. Additional resources on building codes and seismic design are available through the Structural Engineers Association of California and the Earthquake Engineering Research Institute.