Projects CRAVE Collaborative Risk Assessment for Volcanoes and Earthquakes (CRAVE) Versión en español English version Share Facebook LinkedIn Overview Outcomes Training Outreach Photos Publications Anchor 6 Summary The need to better understand the existing earthquake and volcano risk led to the establishment of the Global Earthquake Model (GEM) and the Global Volcano Model (GVM) network. GEM, founded in Italy in 2009, has been developing open tools and models to calculate and communicate seismic hazard and risk worldwide. Similarly, the GVM network represents an international community aiming to provide systematic evidence, data and analysis of volcanic hazards and risk on national, regional and global scales working with monitoring institutions to implement the best science and DRR strategies. Both GEM and the GVM network are currently leading international efforts that aim to mitigate the adverse effects from these perils. South America and ASEAN regions have been the target of numerous studies in the last two decades. However, most of these studies only focused on one component of the risk problem (e.g. hazard, vulnerability). Such limitation prevents the development of a comprehensive risk profile to properly inform decision-makers. The CRAVE project, through the current GEM and GVM network tools will offer a timely and unique opportunity to advance the understanding of seismic and volcanic risk in the region. Objectives This project aims to develop a common framework for the assessment of the impact from earthquakes and volcanoes, with an application in three countries located around the Pacific Rim. The activities comprised in this project feature several events to bring together global partners with the mandate to calculate and communicate seismic and volcanic risk, as well as training events to increase the capacity of local institutions in the assessment of their hazard and risk. Collaborators This project includes several partners including the following: British Geological Survey; the Earth Observatory of Singapore (EOS); the University of Edinburgh; the Volcano Disaster Assistance Program (VDAP) of the United States Geological Survey (USGS); and key organizations from the region including: the Colombian Geological Survey; the Philippine Institute of Volcanology and Seismology;(PHIVOLCS); and Badan Geologi (Indonesia). Location Colombia, Indonesia and the Philippines Volcano Scenario tool for OpenQuake The CRAVE project required the implementation of a new calculator in the OpenQuake Engine called ‘multi_risk’, which is able to manage at the same time different types of hazards, specifically ash fall, pyroclastic density currents flow, lava flow and lahar flow, passed as CSV files with headers ‘lon’, ‘lat’, ‘intensity’. The calculator is also able to consider the difference between dry and wet ash by setting the `ash_wet_amplification_factor` parameter in the job.ini file. The output of the calculator is a CSV file with ‘Exposure + Risk’ fields. For convenience we also produced a ‘Total Risk’ output which is simply the sum over the assets of the values in the ‘Exposure + Risk’ output. In order to support other formats used in the volcanic hazard community we prepared tools to convert hazard footprints into the format accepted by the OpenQuake-engine. These tools were included in the Input Preparation Toolkit. [Software ] Volcano Model example Full example of the volcano model developed with the Servicio Geológico Colombiano (SGC). [Data ] OpenQuake Volcano Risk Assessment OpenQuake for volcano risk assessment? Yes! Now you can perform volcanic scenarios. Checkout our tutorial! [Video ] Anchor 1 Anchor 5 Kick-off Meeting The kick-off meeting took place in Bogota at the offices of the Colombian Geological Survey (SGC) on the 22nd of February 2018. During the meeting the goals of the CRAVE project were presented by GEM, as well as some concepts on seismic hazard, vulnerability and risk modelling. The British Geological Survey (BGS) presented general aspects of volcano hazard modelling and the mission of the Global Volcano Model, the SGC demonstrated how three volcanoes are currently being monitored and how seismic hazard maps have been developed in the past and the Rabaul Volcano Observatory (RVO) presented the current situation in terms of volcano hazard monitoring and assessment in Papua New Guinea. During this event all partners also discussed the way forward, including the division of tasks, case studies, relevant risk outputs and the timeframe for the next workshops. Bandung, Indonesia (20-22 of May) Workshop – IT Bandung With support from the Institute of Technology of Bandung (ITB), the event featured a day of presentations and discussion with representatives from the Center for Volcanology and Geological Hazard Mitigation (CVGHM), the Indonesian Ministry of Public Works, the National Disaster Management Agency (Badan Nasional Penanggulangan Bencana - BNPB), the Meteorology, Climatology and Geophysics Agency (Badan Meteorologi, Klimatologi dan Geofisika - BMKG), the Philippine Institute of Volcanology and Seismology (PHIVOLCS) and the British Geological Survey (BGS). Bogota, Colombia (13-17 of May) Workshop - Geological Survey of Colombia Five days in Bogota provided a fruitful time to share and discuss the national volcanic hazard and risk assessment, as well as risk management challenges in the country. The workshop was divided into two main parts: The first part focused on the technical aspects of volcanic hazard and risk assessment. Representatives from the three mains national volcanological observatories participated in the sessions (Manizales, Popayan and Pasto). The second part of the workshop was conceived for a broader audience, involving stakeholders that contribute to the Disaster Risk Reduction strategy in the country. Introduction The presentation of the tools and datasets from CRAVE took place in Bogota (Colombia) and Bandung (Indonesia). These events were organized by the Colombian Geological Survey and the Institute of Technology of Bandung. Anchor 4 CRAVE workshop, Bandung, Indonesia Workshop at IT Bandung exploring open tools and models for #earthquake and #volcano #hazard and #risk assessment with project partners. [Social Media ] CRAVE project kicks off in Colombia The USAID project – Collaborative Risk Assessment for Volcanoes and Earthquakes or CRAVE successfully kicked off with a workshop in Bogota, Colombia. [News ] CRAVE in Colombia and Indonesia Members of the USAID-supported project – CRAVE from Colombia and Indonesia participated in two separate workshops to discuss volcanic threats and risks. [News ] Anchor3 BUSINESS NEWS CRAVE project workshops held in Bandung, Indonesia 1/5 BUSINESS NEWS CRAVE project workshops held in Bogota, Colombia 1/3 Publications CRAVE Project Final Report Final Report to USAID/OFDA for: CRAVE-Collaborative Risk Assessment for Volcanoes and Earthquakes [Report ] Disclaimer The contents of this project website such as studies, reports, audio-visual, news articles, blogs, and other information or media products including those in the external links are made possible by the generous support of the American people through the United States Agency for International Development (USAID). The contents are the responsibility of the Global Earthquake Model (GEM) Foundation and do not necessarily reflect the views of USAID or the United States Government.

Projects GEORGIA DRR Capacity building to understand and take action on seismic risks in Georgia Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background This project aims to enhance the understanding of earthquake impacts in Georgia and to address the following two challenges: i. The lack of understanding of potential earthquake risk and the impact on people, infrastructure and the economy at large; and ii. the lack of efforts to reduce the vulnerability of existing infrastructure, particularly critical emergency response infrastructure. The project is divided into 5 tasks, with the GEM Risk Team contributing to all tasks, with a specific emphasis on developing exposure models, identifying vulnerability models and running the probabilistic seismic risk assessment with the OpenQuake engine: Task 1 – Project Inception Task 2 – Preparation of Input Data & Development of Input Models Task 3 – Seismic Risk Analysis Task 4 – Recommendations on Risk Reduction Strategy Task 5 – Capacity Building Workshops Duration: 2020-2021 Objectives The objective of this project is to provide greater insight to the World Bank into the exposure of Georgia’s emergency response sectors to earthquakes and the potential consequences, as well as strategies to build seismic resilience in these sectors. The findings allow the World Bank to develop recommendations and better advise the Government of Georgia on how to: i. enhance its capacity to plan for future risk reduction investment programs based on a better understanding of earthquake risk in emergency response buildings; ii. develop options for a framework for a future short, medium and long-term intervention strategy; and iii. communicate and build consensus on earthquake risks and potential interventions in key sectors. Collaborators GEM Foundation, Arup, Progress Project LLC, Ilia State University Funding partner: World Bank Group Location Georgia Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications

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 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** 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 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 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 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 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 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 Anchor 1 Anchor 5 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). 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 Anchor 4 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 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 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 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 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 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. 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 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 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 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 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 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 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 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. 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 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 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

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

Projects CCARA Caribbean and Central America Earthquake Risk Assessment (CCARA) Versión en español English version Share Facebook LinkedIn Overview Outcomes Training Outreach Photos Publications Anchor 6 Background Earthquake risk is on the rise and earthquakes are expected to take an increasing number of lives. Hazard and risk assessments are the foundation for raising awareness among policy makers and the general public, forming the basis for decisions and actions that effectively build resilience and can reduce risk. While important work has been carried out in the Central American and Caribbean region to understand earthquake risk assessment and management there is still ample room to enhance that understanding and properly introduce it in decision- and policy-making processes. In many areas of the world, state-of-the-art information and tools to assess earthquake risk have been inaccessible for a long time. As a first step to tackle this problem, the Global Earthquake Model (GEM) has been created and spent the past 11 years collaboratively advancing open source science and technology for global state-of-the-art seismic hazard and risk modeling, data collection, and risk assessment at scales from local to national, regional, and global. Objectives The project aims to calculate hazard and risk, and to estimate the compounding social and economic factors that increase the physical damage and decrease the post-event capacities of populations to respond to and recover from damaging earthquake events in The Caribbean and Central America, by involving local experts from throughout the region. The goal of the Program in Central America and the Caribbean is to develop capacity in the region for earthquake risk assessment by leveraging GEM tools and resources, to enhance the understanding of earthquake risk, and to bridge the gap between risk assessment and disaster risk reduction. To improve the understanding of earthquake risk in the Central America and Caribbean region while developing local capacities to use open source resources for producing earthquake hazard and risk information at regional, national and local scales. To engage with decision-makers and other end-users to make the connection between advanced risk assessment by local experts and risk-reducing action and so influence DRR policy. Collaborators The CCARA project would not have been possible without the contributions of all the municipalities in particular: the Municipality of San José (Costa Rica), National Commission of Emergencies (CNE), University of Costa Rica (UCR) - Laboratorio Nacional de Materiales y Estructuras (LANAMME), INETER, ONESVIE, ODPEM, BRGM, Bureau des Mines, VT, Geologica UPR Mayaquez, UNI, SRC and UMG. Location Caribbean and Central America countries Website Caribbean and Central America Earthquake Risk Assessment (CCARA) wiki site contains an overview of the project. Anchor 1 Anchor 5 The CCARA project hosted four participants from South America to introduce seismic hazard and risk assessment using tools developed by GEM – specifically the OpenQuake engine. Anchor 4 Modelling subduction earthquakes: GEM experiences in Latin America CCARA project GEM presents the results of the USAID-funded CCARA Project in Santo Domingo, Dominican Republic A hazard workshop in San José, Costa Rica from September 18th to 22nd as part of the risk assessment activities of the CCARA project. Anchor3 Publications CCAF-DB: The Caribbean and Central American Active Fault Database Disclaimer The contents of this project website such as studies, reports, audio-visual, news articles, blogs, and other information or media products including those in the external links are made possible by the generous support of the American people through the United States Agency for International Development (USAID). The contents are the responsibility of the Global Earthquake Model (GEM) Foundation and do not necessarily reflect the views of USAID or the United States Government.

Projects RENOMIZE Renovation with automation and optimization of processes and products Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background This EU-funded initiative, supported by CINEA - European Climate, Infrastructure and Environment Executive Agency as the granting authority, is set to transform the renovation process by introducing advanced solutions that streamline every stage - from design to end-of-life - achieving significant cost and time savings. RENOMIZE's innovations include decision support tools for site preparation and technology integration, optimized process planning, and automated systems for anchor and panel placement. These solutions will undergo rigorous testing and demonstrations in Switzerland, Spain, Estonia, France, and Belgium to ensure their effectiveness and promote widespread adoption. GEM will share and contribute knowledge on risk-informed approaches to integrate resilience into renovation practices. Duration: 2025 - 2028 More details: https://cordis.europa.eu/project/id/101192326 Objectives RENOMIZE presents well-selected innovations in the processes and products for the full renovation trajectory from ideation, over-delivery, maintenance and end-of-life. Building on an impressive experience in the field, the following innovations have been put forward: Decision support tools for optimisation of building site preparations, integration of balconies and overhangs, and for the integration and selection of HVAC and RES technology; Optimisation of the process planning using advancements to spatiotemporal planning; Development of an improved anchoring system and panel-panel connections, optimised for automized non-sequential mounting, de/re-mounting; Self-positioning system and end-effectors thereon to support autonomous anchor and panel placement; Phased optimisation of the factory automation for cost reduction and quality improvement. These innovations will lead to cost savings beyond the aimed 25% and considerable time savings. Elaborate testing for disruptive events is previewed in Switzerland and Spain, while 4 complementary demonstrations will be delivered in Estonia, Switzerland, France, and Belgium. Stakeholders are engaged from the project's onset, and wider uptake is actively integrated into RENOMIZE’s concept through certification, technical assistance and various capacity-building activities. Collaborators Coordination Joanneum Research, Austria Project partners BuildUP, Belgium Timbeco Woodhouse, Estonia Litobox, Belgium Besix, Belgium Bomecon, The Netherlands Institut für nachhaltige Technologien AEE, Austria Tecnalia, Spain VITO (Vlaams Instituut voor Technologisch Onderzoek), Belgium Fondazione GEM, Italy Think E, Belgium Communauté d’Agglomération de Lens Liévin, France Funding partner: CINEA - European Climate, Infrastructure and Environment Executive Agency (HORIZON-CL5-2024-D4-01-01) Locations Austria Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications

Projects PERU PUBLIC SCHOOLS Development of an Insurance Program for Peru’s Public Schools Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background The project aims to protect more than 50,000 public schools in Peru against the impact of natural hazards, and to improve continuity for children’s education by accelerating reconstruction and strengthening the country’s resilience through an innovative insurance programme. The GEM Hazard and Risk Teams are contributing to the design of the insurance programme with expertise in the earthquake hazard and risk modelling of school buildings in Peru. For more information, visit https://www.bmz.de/en/issues/climate-change-and-development/climate-risk-insurance/59532-59532. Duration: 2020 - 2024 Objectives The main objective of this project is to design an insurance programme for Peru’s public schools. The project will provide the Government of Peru with options to cover all or a subset of its more than 50,000 public schools against the impact of natural hazards thus accelerating reconstruction, while also strengthening the country’s resilience. Collaborators GEM Foundation, AXA XL, Munich Re, Peruvian Association of Insurance Companies (APESEG), JBA Risk Management, InsurTech Picsure. Funding partner: Germany’s InsuResilience Solutions Fund (ISF) Location Peru Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications

Projects CAYMAN ISLANDS PSHA Probabilistic seismic hazard assessment of Cayman Islands Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background Thr project aims to perform a probabilistic seismic hazard assessment for the Cayman Islands, and provide the seismic input necessary for the International Building Code (IBC). The GEM Hazard Team is responsible for the seismotectonic and geodynamic characterisation of the study area, the definition of distributed seismicity and fault sources, and the modelling of the epistemic uncertainties. Duration: 2020 Objectives The main objective is to provide input to the 2016 Cayman Islands Building Code, to support engineers in the seismic design and assessment of structures. Collaborators GEM Foundation, EUCENTRE Foundation Funding partner: Cayman Islands Government Location Cayman Islands Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications

Projects GFDRR-DFID GFDRR-DFID Challenge Funds Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background The Global Facility for Disaster Reduction and Recovery (GFDRR) and the UK Department for International Development's (DFID) competitive Challenge Fund pilots new and innovative approaches to overcoming technical and technological challenges in order to strengthen disaster and climate risk decision-making in developing countries. To this end, this project is supporting the development of data, products, and approaches to support disaster risk management decision-making and build resilience, including through better information, but also strengthening key steps in moving from information to insight and behaviour change. Each challenge is focusing on the development of a database with hazard footprints, exposure information and vulnerability models. The viability of the databases will be demonstrated using exposure data for Tanzania and another DFID priority country. Objectives The project is divided into three components. The British Geological Survey leads the development of a data schema and data for a multi-hazard database (Challenge 1) while GEM and University College London lead the development of a global exposure database (Challenge 2) and open vulnerability platform for evaluating risk (Challenge 3) respectively. GEM also contributes to Challenge Fund 1 and 3. GEM leads Challenge Fund 2 on the development of a global exposure data framework, which includes the physical vulnerability characteristics and exposure taxonomy. The aim is to identify the most important vulnerability characteristics; ways to account for uncertainties in exposure and vulnerability models; type of assets that should be supported by the vulnerability and exposure database; and the most common and useful intensity measure types. The objective of this project is to develop a Data Exploration Tool to promote the ability of a user to access, understand and use hazard, exposure and vulnerability data stored in a format that follows the data schema developed by the Challenge Fund consortia. British Geological Survey (BGS) leads the development of a data schema and data for a multi-hazard database (Challenge 1) GEM Foundation leads the development of a global exposure database (Challenge 2) University College London (UCL) leads the development of open vulnerability platform for evaluating risk (Challenge 3) Various organizations also participated and contributed to the project such as the Geological Survey of Tanzania; Ardhi University (Tanzania); Dar Es Salaam University (Tanzania); DFID Tanzania; Prime Minister's Office - Disaster Management Department (Tanzania); DoMA (Malawi); INGC (Mozambique); Ministry of Energy & Mineral Development (Uganda); ImageCat (USA); Humanitarian OpenStreetMap Team (HOT Indonesia); NSET (Nepal); IDF (Switzerland); UA (Netherlands); NGI (Norway); NOC (UK); CIMA (Italy); and UCL-EPI (UK). Locations Tanzania and neighbouring countries Anchor 1 Anchor 5 Anchor 4 The GFDRR-DFID Challenge Fund projects on the development of exposure, vulnerability and hazard footprints databases kicked off with a 2-day inception workshop. The University College London (UCL) EPICentre and CatLin XL hosted the second workshop held on July 27 in London to collect feedback. A consortium led by the GEM Foundation with partners ImageCat Inc. and the Humanitarian OpenStreetMap Team completed recently an open exposure database for multi-hazard risk assessment... Anchor3 Publications GFDRR-UK Aid Challenge Fund: Final Learning Report: Value of Risk Information for Decision Making May 31, 2018 How can innovative approaches make communities more resilient to climate change and natural disasters? GFDRR-DFID Challenge Funds Round 2 Extensible Data Schemas for Multiple Hazards, Exposure and Vulnerability Data published as part of the UNDRR GAR2019 . Data schema and data: for multi-hazard database (BGS), for global exposure database (GEM), for a global database of vulnerability functions (UCL)

Projects ARMENIA PSHA MODELLING Probabilistic Seismic Hazard Assessment for the Republic of Armenia Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background This project responds to a World Bank request for a probabilistic seismic hazard assessment for the Republic of Armenia. The goal of this study is to better understand the existing seismic hazard information in the country, and to provide an updated hazard model. The GEM Hazard Team supports all aspects of the model development, and in the running of the analyses with the OpenQuake engine. Duration: 2017 Objectives Probabilistic seismic hazard models, such as this model for the Republic of Armenia, can be used as a rigorous and robust basis for the design of a national disaster risk financing and insurance strategy. Collaborators Verisk (AIR Worldwide), GEM Foundation, Georisk Scientific Research Company Funding partner: World Bank Group Location Armenia Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications