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- WB-Istanbul | Global Earthquake Model Foundation
Projects WB-Istanbul Seismic impact scenarios for Istanbul Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background Türkiye is situated in a seismically active region, with a history of significant earthquakes that have led to substantial loss of life, economic disruption, and damage to infrastructure. The country's rapid urbanization and the presence of numerous buildings constructed before the introduction of modern building codes contribute to its vulnerability to seismic events. Istanbul, Türkiye’s largest city, is of particular concern due to its high population density, economic significance, and the potential impact of a major earthquake. The city has a mix of old and new structures, with many residential buildings constructed before the year 2000, when the country's modern building codes were introduced. These older structures are often not designed to withstand significant seismic forces, making them particularly susceptible to damage or collapse in the event of an earthquake. Given this context, there is a critical need to understand the costs associated with retrofitting and reconstructing buildings to meet current seismic safety standards. The World Bank was interested in preparing accurate unit cost estimations for both reconstruction and retrofitting scenarios. Such estimations are essential for planning, budgeting, and implementing risk reduction activities. Additionally, preparing seismic impact scenarios for Istanbul is imperative to quantify the potential post-earthquake recovery and reconstruction costs, identify the most vulnerable structures, and inform prioritization of interventions that can mitigate the risks posed by earthquakes. Duration: 2024 Objectives The objectives of this Consultancy were: Provide information on the cost per square meter (USD) for reconstruction and various retrofitting options in the case of Türkiye for pre-2000 residential buildings, considering emerging information from the 2023 earthquakes on building performance/vulnerability. Provide seismic impact scenarios for the Istanbul metropolitan area, with disaggregated information on building types, building age, and spatial areas, considering at least four different earthquake scenarios. The analysis was expected to consider damage estimates (considering pre-earthquake costs), as well as recovery and reconstruction costs that consider build back better, emergency response costs, surge pricing, etc. Collaborators Collaborators: GEM Foundation Funding partner: World Bank Group Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- HORUS | Global Earthquake Model Foundation
Projects HORUS Horus: Pilot for a generic damage evaluation methodology based on remote-sensing data Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background Horus is a pilot project that explores the combination of high-resolution building inventory data from OpenStreetMap and other local sources with image-processing algorithms for the detection of earthquake damage and flood extents using remote-sensing data, along with supplementary geospatial datasets as inputs to a machine learning (ML) classification model. The ML model is trained using detailed building damage datasets from past events in a supervised learning framework, and the trained model is intended to be used to estimate the extent of damage and loss in events previously unseen by the model. The proposed framework is applied in three case study applications: March 2020 Mw5.3 Zagreb earthquake; January 2020 Mw6.4 Puerto Rico earthquake and August 2016 Louisiana floods. The GEM Risk Team is responsible for the overall coordination of the project involving multiple partners, compilation of building-level earthquake damage datasets, development of the ML models, and training and testing of the models. Duration: 2020 Objectives This pilot project, initiated and funded by the World Bank, aims to develop a framework for semi-automated damage and loss assessment due to earthquake and floods from Earth Observation (EO) data and other supplementary datasets, while also leveraging recent advances in machine-learning algorithms. These damage and loss estimates can potentially be used for transparent financial compensation and to target the distribution of resources geographically and temporally. Collaborators Advanced Rapid Imaging and Analysis (ARIA) team at the National Aeronautics and Space Administration’s (NASA) Jet Propulsion Laboratory (JPL) and California Institute of Technology (Caltech), the Global Earthquake Model (GEM) Foundation, JBA Risk, and the Humanitarian OpenStreetMap Team (HOT) Funding partner: World Bank Group Locations Earthquake case studies: Gorkha, Nepal; Puebla, Mexico; Puerto Rico, United States; Zagreb, Croatia Flood case study: Louisiana, United States Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- BANGLADESH | Global Earthquake Model Foundation
Projects BANGLADESH Earthquake Vulnerability and Systemic Risk Assessment in Bangladesh Versión en español English version Share Facebook LinkedIn Overview Outcomes Training Outreach Photos Publications Anchor 6 Background This project follows a specific support request made by the Ministry of Disaster Management and Relief (MoDMR) to the UN Office for Disaster Risk Reduction (UNDRR) and the UN Resident Coordinator’s Office (UNRCO) for a sub-national earthquake hazard and risk assessment in Bangladesh. The GEM Foundation has the role of technical expert lead of the project which will include the following activities: Needs and Gaps Assessment Technical Panel Formation and Initial Consultations Seismic Hazard Mapping Exposure Mapping Seismic Vulnerability Assessment Seismic Risk Mapping and Interpretation Stakeholder Consultation and Validation Preliminary Model Dissemination and Training Workshop Funding and technical partner: UNDRR Duration: 2023 - 2024 Objectives The main objective of this project is to develop a detailed, open, sub-national earthquake risk model and evaluate seismic risk for Bangladesh at the zila and upazila levels. The complete risk model will comprise a probabilistic seismic hazard model, a building exposure model, and a seismic fragility and vulnerability model for the building stock of Bangladesh. Additionally, it includes critical scenarios for key cities, identified based on the results of the probabilistic risk assessment and in consultation with local stakeholders and experts, in a panel led by the Ministry of Disaster Management and Relief (MoDMR), and including representatives from the Ministry of Housing and Public Works, Bangladesh Bureau of Statistics, Geological Survey of Bangladesh, Bangladesh University of Engineering and Technology, and University of Dhaka.` Collaborators In collaboration with the GEM Foundation, the Technical Panel steering this seismic risk assessment initiative is a collaborative assembly of key stakeholders and experts. Led by the Additional Secretary of Bangladesh's Ministry of Disaster Management and Relief (MoDMR), it comprises representatives from vital entities, including the Department Of Disaster Management (DDM), the Fire Service and Civil Defence of Bangladesh, the Ministry of Housing & Public Works (MoHPW), and the Statistics and Informatics Division (SID) of the Bangladesh Bureau of Statistics (BBS). In addition, the panel includes the participation of seasoned national experts specializing in seismic hazard and risk assessment from institutions such as the University of Dhaka (DU), Bangladesh University of Engineering and Technology (BUET), and Jahangirnagar University (JU). Further enriching the panel's knowledge base are contributions from the Geological Survey of Bangladesh, the Centre for Urban Studies (CUS), and the United Nations Development Programme (UNDP), Bangladesh.) Location Bangladesh f. Seismic Risk Assessment The project estimated seismic risk metrics utilising the OpenQuake-engine's stochastic event-based risk assessment calculator. A probabilistic seismic hazard analysis model was employed to generate earthquake rupture forecasts, forming a stochastic event set over a 100,000-year span. Economic and human losses were computed for each event, producing event loss tables and year loss tables. Risk metrics included exceedance probability curves and average annualized losses. Fatality and injury estimates relied on vulnerability models informed by global earthquake data, with a focus on South Asian building characteristics. Results were tabulated nationally and regionally by the project. The assessment also considers the exposure and risk of healthcare facilities, educational facilities, and the national road network to seismic hazards. Download Files e. Liquefaction Hazard Assessment The section "Liquefaction susceptibility and hazard assessment" discusses the inclusion of regional liquefaction occurrence models in the project, which predict ground failure using existing mapped information and above-ground inferences of below-ground conditions. These models were used for the national scale liquefaction hazard assessment in the second phase of the project identifying the factors that contribute to liquefaction, the methods used for assessment, and the potential damage and losses that can result from liquefaction. Download Files d. Probabilistic Seismic Hazard Assessment The seismic hazard modelling and mapping section describes the approach taken to assess the seismic hazard in Bangladesh with the goal of creating a comprehensive seismic hazard model for Bangladesh that can be used for risk assessment and mitigation. The project started with a probabilistic seismic hazard model for the Indian subcontinent, which was updated and implemented for the OpenQuake engine. The model includes seismogenic source models, ground motion models, and considers various tectonic regions. This section also mentions the review of the seismic source model for northeast India and the improvements made to the model. Download Files c. Earthquake Scenarios The project also constructed the rupture geometries for these events, selected a range of ground motion models, and assessed the potential impact—both in terms of damage and losses—that each event could inflict on the country if it were to occur today. The full scenario set consists of twelve events: seven historical events from 1664-1918, chosen out of many in this period, supplemented by five hypothetical events. Download Files b. Infrastructure Exposure In addition to residential, industrial, and commercial structures that were previously covered by GEM’s exposure models at the zila level (which have been updated to the upazila level during this project), we have also developed exposure models for the healthcare and educational facilities at the country, including all hospitals and clinics, and all schools, colleges, and universities. Map | Profile a. Population and Building Exposure Exposure models play a critical role in seismic risk assessment by quantifying the potential exposure of buildings and infrastructure to earthquake hazards. These models are structured databases that catalogue the characteristics of buildings within a specific geographic area, including their location, construction material, age, occupancy type, and structural design. The depth and accuracy of this data directly influence the effectiveness of the seismic risk evaluations, as they allow for a detailed understanding of how different structures are likely to perform during an earthquake. Download Files Earthquake Hazard and Risk Assessment Results This section summarises the various assessments conducted to understand the potential impact of earthquakes in Bangladesh. These assessments cover a range of factors, including the likelihood and severity of ground shaking, liquefaction potential, exposure of people and buildings, vulnerability of infrastructure, and the overall seismic risk posed to the country. The following list details the outputs generated from each assessment. Bangladesh Profiles | Past Earthquakes **ALL RESULTS ARE PRELIMINARY AND UNDER REVIEW** Anchor 1 Anchor 5 b. Onsite Training Workshop One-day workshop designed to improve the understanding and awareness of earthquake hazard and risk and to help bridge the gap between the information produced in the project and its communication to a wide variety of stakeholders. The session allowed participants to explore and prepare the required input files for earthquake scenarios in the OpenQuake engine. OQ Engine Video Tutorials | English | Example Material a. Website for OpenQuake online training The OpenQuake online training was designed for different types of audiences with diverse backgrounds and expertise. Through this platform, participants interact with GEM scientific and technical teams to learn the main concepts of earthquake risk assessment, along with the basic features of the engine. [English ] Improving global capacity for seismic hazard and risk This part of the program was designed to improve the understanding and awareness of earthquake hazard and risk, and to help bridge the gap between the information produced in detailed hazard and risk assessment studies and its communication to a wide variety of stakeholders (which range from local experts with the remit to assess seismic risk to decision-makers responsible for the implementation of risk reduction measures). Anchor 4 Speech by Domenico Scalpelli (WFP Representative) on the presentation of the Earthquake Risk Assessment Results The speech was delivered on March 6, 2024 at Six Season Hotel, Hall Room, Bunka, Bangladesh (10:00 am to 12:30 pm). "While Bangladesh has been fortunate to avoid a significant earthquake in the past century, historical data suggests earthquakes are a threat. This analysis, considering hazard, exposure, and vulnerability, provides a foundation for evidence-based decision-making to guide preventive measures, enhance preparedness, and fortify our ability to respond." Read more | UNDRR Bangladesh article 3. Earthquake-induced liquefaction hazard assessment: scenario and probabilistic analysis by Lana Todorovic This presentation by Lana Todorovic focuses on earthquake-induced liquefaction, a major concern in Bangladesh due to its river delta geography. Lana will discuss both scenario-based and probabilistic approaches to assessing liquefaction hazard, providing valuable information for mitigating this specific earthquake risk. Watch 2. PSHA Model for Indian sub-continent: tailored version of Nath and Thingbaijam (2012) by Kendra Johnson Kendra Johnson will present a tailored version of the PSHA (Probabilistic Seismic Hazard Assessment) model developed by Nath and Thingbaijam (2012) for the Indian subcontinent. This presentation will explain how this model has been adapted to provide a more accurate assessment of earthquake hazards specific to Bangladesh. Watch 1. Scenario earthquakes for Bangladesh hazard and risk analysis by Richard Styron This presentation explores the concept of scenario earthquakes and their role in analysing earthquake hazards and risks in Bangladesh. Richard Styron will discuss the specific scenarios considered for Bangladesh, providing insights for understanding potential earthquake impacts. Watch Videos - Ruptures, PSHA and Liquefaction The Global Earthquake Model (GEM) Foundation presents insights into the Bangladesh earthquake risk assessment project. These presentations will explore scenario earthquakes, a customized seismic hazard model, and the assessment of earthquake-induced liquefaction hazards. h. Final UNDRR-GEM Bangladesh - MoDMR Presentation This presentation summarises the findings of a sub-national earthquake hazard and risk assessment for Bangladesh, conducted by the Global Earthquake Model (GEM) Foundation in collaboration with MoDMR, UNDRR and UNRCO. It details the development of a comprehensive earthquake risk model for Bangladesh at the district and sub-district levels. The presentation covers the methodologies employed, including assessments of seismic hazard, exposure, and vulnerability. Stakeholder engagement and the final earthquake risk model for Bangladesh are also presented. View Presentation g. Technical Panel Session (Liquefaction) #4 This presentation focuses on factors such as soil liquefaction, susceptibility to ground failure, population density, urbanisation, and the country's river delta geography. It discusses various methodologies and models used to assess liquefaction hazard and suggests the use of geospatial methodologies for identifying areas with a higher likelihood of occurrence. View Presentation f. Technical Panel Session (Scenarios and Risk) #4 This presentation details data collection and processing methods for seismic hazards, exposure, and vulnerability. It presents preliminary results on potential earthquake impacts like building collapse and economic loss using an 1885 event as an example. The presentation also mentions probabilistic risk assessment and division-level risk maps, alongside details about 12 "scenario ruptures" based on historical and potential earthquake events. View Presentation e. Technical Panel Session #3 This presentation focuses on exposure and physical and social vulnerability, as components of seismic risk. It discusses the details of exposure models, seismic vulnerability analysis, and social vulnerability. The presentation also mentions the use of the Global Earthquake Model (GEM) and the INFORM Index in assessing and understanding the seismic risk in Bangladesh. View Presentation d. Technical Panel Session (Scenario Ruptures) #2 This presentation is about the hazard analysis of earthquakes in Bangladesh, including an overview of the fault systems, historical ruptures, and potential ruptures. It also mentions the ground motion models used for the analysis. View Presentation c. Technical Panel Session (PSHA) #2 This presentation is about the tailored version of the PSHA (Probabilistic Seismic Hazard Assessment) model for the Indian sub-continent, which is based on the original model developed by Nath and Thingbaijam in 2012. The presentation discusses the main areas identified for improvement in the model, the changes that were introduced, and the impact of these changes on the hazard results. View Presentation b. Technical Panel Session #1 This presentation discusses the methodology used to collect and process data related to earthquake risk components such as hazard, exposure, and vulnerability. It also mentions the project activities and the formation of a technical panel for consultation and validation. View Presentation a. GEM presentation to the Ministry of Disaster Management and Relief (MoDMR), Bangladesh This is an introductory presentation on Bangladesh's earthquake risk assessment project that outlines past efforts, emphasises the need for a nationwide evaluation, and introduces the GEM Foundation's methodology. It highlights completed division-level risk maps and ongoing project activities like data collection, vulnerability assessment, and stakeholder engagement. Additionally, five other presentations below will address different aspects of the project in Bangladesh. View Presentation Communicating and raising earthquake risk awareness The activities in this component focused on raising the awareness of the public on earthquake hazard and risk by training a diverse group of disaster risk reduction (DRR) professionals together with personnel in charge of communicating risk to the public, and by conducting community-based workshops in selected areas of the pilot cities by those who were trained by the project. Anchor3 BUSINESS NEWS March 6 presentation Humanitarian Organisations 1/2 BUSINESS NEWS Images from online meetings: September to December 2023 1/1 BUSINESS NEWS March 4 presentation 1/1 BUSINESS NEWS March 3 meeting with MoDRM 1/2 BUSINESS NEWS March 5 OpenQuake Training 1/4 Publications b. Second Interim Substantive Report This report provides updates on various aspects of the project, including the development of earthquake scenarios, liquefaction susceptibility and hazard assessment, exposure modeling, and social vulnerability modeling. The report mentions that the project has engaged a technical panel comprising key experts and stakeholders, and their feedback and suggestions are being incorporated into the project. The report also includes information on the distribution of hospitals, clinics, schools, and colleges in Bangladesh. Download the Report a. First Interim Substantive Report This report highlights the need for a seismic risk model in the country and discusses the gaps and needs assessment. The report also explains the technical approach and methodology for developing the risk model, including seismic hazard modeling, liquefaction susceptibility and hazard assessment, exposure modeling, and seismic fragility and vulnerability modeling. The seismic risk assessment process is described, along with the formation of a technical panel and stakeholder engagement. Download the Report c. Final Report This report details the findings of a sub-national earthquake hazard and risk assessment for Bangladesh, undertaken by the Global Earthquake Model (GEM) Foundation. The project fulfills a specific request from the Ministry of Disaster Management and Relief (MoDMR) to the UN Office for Disaster Risk Reduction (UNDRR) and the UN Resident Coordinator's Office (UNRCO). The project aimed to develop a comprehensive earthquake risk model for Bangladesh at the district and subdistrict levels. This report details the activities undertaken, including needs assessment, technical consultations, hazard and exposure mapping, vulnerability assessment, risk analysis, stakeholder engagement, and final model dissemination. This assessment provides Bangladesh with crucial data to guide earthquake risk reduction efforts nationwide. Download the Report Interim Substantive Reports The documents below are interim substantive reports on the project "Earthquake Vulnerability and Systemic Risk Assessment in Bangladesh". The main objective of the project is to develop a detailed earthquake risk model for Bangladesh at the zila and upazila levels. They describe the development of an open-source probabilistic seismic risk model for Bangladesh and provide key insights to decision-makers and stakeholders in the disaster risk mitigation community.
- Collaborative Projects | Global Earthquake Model Foundation | Italy
Hazard and risk assessment projects with regional, national and local collaborators covering more than 150 countries in Europe, Middle East, South America, Central America, North America, Sub-Saharan Africa, Asia and the Pacific. PROJECTS GEM’s collaborative network comprises more than 100 public and private institutions, which has led to GEM’s participation in more than 50 regional, national, and multilateral projects covering Europe, Middle East, South America, Central America, North America, Sub-Saharan Africa, Asia and the Pacific. Share Facebook LinkedIn Anchor 1 Key Projects - 2013 and beyond Sort by Order by 1 2 3 4 5 1 ... 1 2 3 4 5 6 7 8 9 10 ... 10 0 Filters: 47 results found View: Map List Gallery Scientific Evidence for Risk Engineering Norms and Education (SERENE) Status: Ongoing SERENE, which stands for Scientific Evidence for Risk Engineering, Norms and Education, is designed to support Uganda’s resilience through science, regulation and risk-informed planning. View Seismic impact scenarios for Istanbul Status: Completed The project aims to provide information on the cost per square meter (USD) for reconstruction and various retrofitting options, and provide seismic impact scenarios for the Istanbul metropolitan area, with disaggregated information on building types, building age, and spatial areas. View CAREC Phase II: Developing a Disaster and Climate Risk Transfer Facility in the Central Asia Regional Economic Cooperation Region Status: Ongoing This project builds upon the modelling and analytical work conducted under TA-9878 (https://www.globalquakemodel.org/proj/carec) . It involves the preparation and implementation of a pilot disaster relief bond (DRB) that will be issued by the Asian Development Bank (ADB) for two countries, namely, the Kyrgyz Republic and Tajikistan. View SeismIc hazard and Ground Motion Assessment Status: Ongoing The SIGMA program is a Research and Development project about seismic hazard and ground motion. View Piattaforma Analisi Pericolosità E Rischio Sismico Status: Ongoing The Global Earthquake Model (GEM) Foundation has launched the PAPERS project (Piattaforma Analisi Pericolosità E Rischio Sismico), an initiative aimed at developing a new WebGIS platform for scenario hazard and risk assessment in Italy. The project has been funded as one of the cascade grants launched by the High-Performance Computing, Big Data e Quantum Computing Research Centre, one of the five National Centres established by the Italian National Recovery and Resilience Plan (NRRP), under Spoke 5 - Environment and Natural Disasters . View Title Location Status Scientific Evidence for Risk Engineering Norms and Education (SERENE) Location Uganda Ongoing Seismic impact scenarios for Istanbul Completed CAREC Phase II: Developing a Disaster and Climate Risk Transfer Facility in the Central Asia Regional Economic Cooperation Region Central Asia Ongoing SeismIc hazard and Ground Motion Assessment Ongoing Piattaforma Analisi Pericolosità E Rischio Sismico Pilot Site for Seismic Risk Analysis: An Italian city to be determined during the project, intended as a demonstration case for urban-scale seismic risk analysis. Testing Locations: The project will involve data collection and analysis on a national scale across Italy. Ongoing Page 1 of 1 1 2 3 4 5 1 ... 1 2 3 4 5 6 7 8 9 10 ... 10 Completed Ongoing Washington DC Close Completed Location Ongoing
- METEOR | Global Earthquake Model Foundation
Projects METEOR Modelling Exposure Through Earth Observation Routines (METEOR) Versión en español English version Share Facebook LinkedIn Overview Outcomes Training Outreach Photos Publications Anchor 6 Background At present, there is a poor understanding of population exposure in some Official Development Assistance (ODA) countries, which causes major challenges when making Disaster Risk Management decisions. Modelling Exposure Through Earth Observation Routines (METEOR) takes a step-change in the application of Earth Observation exposure data by developing and delivering more accurate levels of population exposure to natural hazards. Providing new consistent data to governments, town planners and insurance providers will promote welfare and economic development in these countries and better enable them to respond to the hazards when they do occur. Objectives METEOR aims to formulate an innovative methodology of creating exposure data through the use of EO-based imagery to identify development patterns throughout a country. Stratified sampling technique harnessing traditional land use interpretation methods modified to characterise building patterns can be combined with EO and in-field building characteristics to capture the distribution of building types. These protocols and standards will be developed for broad application to ODA countries and will be tested and validated for both Nepal and Tanzania to assure they are fit-for-purpose. Objectives of the project look to: deliver exposure data for 47 of the least developed ODA countries, including Nepal and Tanzania; create hazard footprints for the specific countries; create open protocol; to develop critical exposure information from EO data; and capacity-building of local decision makers to apply data and assess hazard exposure. Collaborators METEOR Project Consortium The British Geological Survey (BGS) ImageCat National Society for Earthquake Technology (NSET) The Disaster Management Department-Tanzania The Humanitarian OpenStreetMap Team (HOT) Oxford Policy Management Limited (OPM) Fathom Location Nepal, Tanzania For more details on the METEOR Project, click read more below to visit the website. Anchor 1 Anchor 5 Anchor 4 Anirudh and Nicole will be producing vulnerability data for different building types to different hazards for Nepal and Tanzania. Anirudh Rao and Nicole Paul participated in the quarterly UK Space Agency #METEOR Project meeting and workshops in Kathmandu, Nepal. About 20 project participants from GEM, Tanzania Prime Minister’s Office-Disaster Management Department (DMD), NSET, BGS, HOT OSM, ImageCat and OPM... Modelling Exposure Through Earth Observation Routines: EO-based Exposure, Nepal and Tanzania granted by the UK Space Agency Anchor3 Publications To download the METEOR Project official deliverables documents, click the Read More button below.
- ARMENIA POST DRR | Global Earthquake Model Foundation
Projects ARMENIA POST DRR Improving Post-Disaster Damage Data Collection to Inform Decision Making Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background This project, responding to a request from the World Bank for improved post-disaster damage collection, focuses on the collection of data on physical damage to assets such as buildings (residential, commercial, industrial, public), infrastructure, and crops. The aim is to evaluate the current state-of-the-art in post-disaster damage collection – in protocols, tools and systems – in order to identify a suitable protocol and toolset that could be adopted by the Government of Armenia that would be generalisable and available, allowing adoption by other national government agencies or interested parties. The GEM Foundation leads the consortium working on this project, with the GEM Risk Team undertaking the following main tasks: Review of existing protocols, tools and systems Design of a conceptual protocol and toolset Application to the context of Armenia Recommendations Duration: 2018 Objectives Collection of damage data following major disaster events is a fundamental exercise for a multitude of purposes, such as emergency management, resource allocation, fund mobilization and reconstruction planning. The processes involved, and scales of damage assessments vary by country, peril and context. Numerous sector-specific data collection activities provide an estimation of damage, loss and post-disaster needs in order to provide relief and facilitate the commencement of reconstruction and recovery efforts. The project includes identifying and reviewing tools for collecting data in the field as well as damage data aggregation and reporting tools. Of particular interest is the use case in Armenia, demonstrating the needs of a Ministry of Finance requiring national-level reporting of damage on a sub-national level in a transparent system that allows the user to store, retrieve and interrogate damage data down to the asset-level. Collaborators GEM Foundation, JBA Consulting, CIMA Foundation and Geocom Ltd Funding partner: World Bank Group Location Armenia Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- MYANMAR RISK MODELLING | Global Earthquake Model Foundation
Projects MYANMAR RISK MODELLING Development of an Earthquake Risk Model for Myanmar. GEM contribution to ADB TA 9307-MYA: Strengthening Climate and Disaster Resilience of Myanmar Communities Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background The Government of Myanmar has identified in its disaster risk management (DRM) and climate change adaptation (CCA) related policy frameworks the increasing suffering of the population from disasters, and the need for support in strengthening resilience to extreme weather events. Accordingly, since 2015, the Asian Development Bank (ADB) has supported the Government of Myanmar develop a National Framework for Community Disaster Resilience, which identifies potential opportunities for strengthening resilience of communities through investments in key sectors and themes of development, such as, agriculture, rural development, and financial inclusion, among others. The proposed technical assistance (TA) project responds to the request from the Government of Myanmar to support its implementation of the National Framework for Community Disaster Resilience. As part of this project, the ADB contracted the GEM Foundation to provide updated seismic hazard, exposure, vulnerability, and seismic risk information for Myanmar, with risk information presented at the third administrative level. Objective The main objective of this project was to develop, in collaboration with experts from the Myanmar Earthquake Committee, updated exposure, vulnerability, and seismic risk information for Myanmar, with risk information presented at the third administrative level. Collaborators GEM Foundation, Myanmar Earthquake Committee (MEC) Funding partner: Asian Development Bank (ADB) Location Myanmar Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- EPOS ON | Global Earthquake Model Foundation
Projects EPOS ON European Plate Observing System-Optimisation and EvolutioN (EPOS ON) Project Versión en español English version Share Facebook LinkedIn Background Anchor 6 Background The European Plate Observing System-Optimisation and EvolutioN (EPOS ON) project, a collaborative initiative involving a consortium of 34 partners across 18 countries aims to support the optimisation and evolution of the EPOS Research Infrastructure (EPOS RI) by enhancing the interoperability, accessibility, and integration of various datasets for effective risk management and resilience against natural hazards. The project is led and coordinated by EPOS ERIC with funding support from the European Union (EU) under the Horizon Europe program, and will be implemented across various geographic locations within Europe and may extend its partnerships to other regions globally. Duration: September 1, 2024 to August 31, 2024 More details: https://www.epos-eu.org/on . Expected Key Outputs GEM work packages (WP) include scientific products that support risk management: WP3 Contribution to Tackle Societal Challenges - Enhancement of existing EPOS services for improved risk management for natural hazards, supported by dialogue with the EU Union Civil Protection Knowledge Network (UCPKN). Data products and services for rapid post-event assessment: this includes the improvement of existing tools (e.g., European ShakeMap service) for rapid post-event assessment of earthquake impacts and associated secondary hazards (e.g. liquefaction), tools to predict population dynamics in the immediate aftermath of a disaster, and databases of damage-dependent seismic vulnerability models for European buildings. WP5 Enlarging European and International Collaborations - Establishment of collaborative partnerships with relevant research infrastructures to promote synergies and expand global access to EPOS services and data. Support for the expansion of the existing European seismic risk services to include maps representing the environmental impact associated with earthquakes in terms of equivalent carbon dioxide (eCO2) emissions arising from damage and subsequent repair activities. Collaborators EPOS ON includes 34 partners from 18 countries, which represent not only research and academy, but also private sector companies and new communities. Funding partner: EPOS ON is funded by the EC Horizon Europe programme under G.A. n 101131592 Location Europe Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- Global Earthquake Model Foundation | Italy
Global Earthquake Model Foundation: For a world that is resilient to earthquakes through earthquake hazard and risk assessment. Global Earthquake Model foundation Global Earthquake Model foundation For a world that is resilient to earthquakes and other natural hazards. For a world that is resilient to earthquakes and other natural hazards. presents presents GEM CONFERENCE 2026 GEM CONFERENCE 2026 From Faults to Future Scenarios From Faults to Future Scenarios FIND OUT MORE DAY 1 RECORDING Global Earthquake Model foundation For a world that is resilient to earthquakes and other natural hazards. Latest RED ALERT Earthquake: 28th July 2026 M6.8 Japan More Details Latest RED ALERT Earthquake: 28th July 2026 M6.8 Japan More Details new-updated-products New and Updated Products Global Hazard Vulnerability Model Global Risk Country Profiles Liquefaction (new!) Homogenised Catalogue (new!) Embodied Carbon (new!) Stochastic Event Set (new!) Exposure Model OQ Hazard Models What We Do Our purpose is to develop, together with the global community, scientific resources for transparent earthquake hazard and risk assessment, and to facilitate their application for risk management. PROVIDE Global standards for earthquake hazard and risk modelling. SUPPORT Partner with communities for disaster risk reduction STRENGTHEN Build capacity, especially in the Global South Latest Updates Training GEM Models and OpenQuake Engine Training | 3–12 February 2027 More Vacancy Geotechnical Earthquake Risk Modeller - Liquefaction and Landslides More Newsletter From Faults to Future Scenarios: Key messages from the GEM Conference 2026 More Available Seismic Hazard and Risk Models and Datasets By selecting a region in the global map below, a table will appear to quickly take you to the available resources in that region. You can also use the Search box to look up any specific region, country or territory. Popup title Close Country/Region North and South Korea Hazard Exposure Vulnerability Risk Profile Conterminous US Hazard Exposure Vulnerability Risk Profile Northwest Asia Hazard Exposure Vulnerability Risk Profile Northeast Asia Hazard Exposure Vulnerability Risk Profile Pacific Islands Hazard Exposure Vulnerability Risk Profile Hawaii Hazard Exposure Vulnerability Risk Profile Arabia Hazard Exposure Vulnerability Risk Profile Alaska Hazard Exposure Vulnerability Risk Profile Sub-Saharan Africa Hazard Exposure Vulnerability Risk Profile West Africa Hazard Exposure Vulnerability Risk Profile North Africa Hazard Exposure Vulnerability Risk Profile Tuvalu Hazard Exposure Vulnerability Risk Profile More Products Downloadable Resources Hazard Global Seismic Hazard Map Exposure Global Exposure Map Embodied Carbon Global Embodied Carbon OpenQuake OpenQuake Engine Vulnerability Global Vulnerability Model Building Taxonomy Global Building Taxonomy Risk Global Seismic Risk Map Risk Profiles Country-Territory Seismic Risk Profiles Global Liquefaction Global Liquefaction Collaborative Projects Close Completed Location Ongoing More Projects
- GEOINQUIRE | Global Earthquake Model Foundation
Projects GEOINQUIRE GeoINQUIRE: Geosphere INfrastructures for QUestions into Integrated REsearch Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background The GeoINQUIRE project provides and enhances access to selected key data, products, and services, enabling the dynamic processes within the geosphere to be monitored and modelled at new levels of spatial and temporal detail and precision. Geo-INQUIRE benefits from a unique partnership of 51 partners consisting of major national research institutes, universities, national geological surveys, and European consortia. Geo-INQUIRE will enhance and make interoperable the activities of the involved partners and conduct dedicated training programs for their optimal use. A portfolio of 150 Virtual Access (VA) and Transnational Access (TA, both virtual and on-site) installations will be offered to the scientific community. The GEM Foundation is offering one of the Virtual Access services within the geohazard-and-multi-risk-assessment portfolio of services; this service will provide access to earthquake and secondary hazards impact data. More information: https://www.geo-inquire.eu/about/about-geo-inquire Duration: 2022 - 2026 Objectives The project aims to overcome cross-domain barriers, especially the land-sea-atmosphere environments, and will exploit innovative data management techniques, modelling and simulations methods, developments in AI and big data, and extend existing data infrastructures to disseminate these resources to the wider scientific community, including the EOSC landscape. Collaborators Please refer to: https://www.geo-inquire.eu/about/partners Funding partner: European Commission Location Potsdam, Germany Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications

















