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- MALAWI MULTI-HAZARD | Global Earthquake Model Foundation
Projects MALAWI MULTI-HAZARD Comprehensive Multi hazard Risk Assessment in Malawi Versión en español English version Share Facebook LinkedIn Overview Outcomes Training Outreach Photos Publications Anchor 6 Background Malawi is a country strongly affected by the impact of extreme events, exacerbated by rapid population growth and urbanisation. A multi-risk assessment is currently lacking at the national level, while it is available only at the local level in some districts. Therefore, the project consortium intends to produce, for the first time, hazard and risk maps on a national level with a level of detail useful also at provincial level, using a probabilistic risk assessment approach, both for single hazards and for multi-hazard conditions (i.e. extreme winds and precipitation, earthquakes, landslides, river floods). The GEM Risk Team is reponsible for the seismic risk assessment, comprising the modelling of the hazard, exposure and vulnerability components and the calculations of seismic risk in the OpenQuake engine. Duration: 2023-2024 Objectives In line with the guidelines of the Sendai Framework for Disaster Risk Reduction, the multi-hazard probabilistic assessment carried out within the project provides risk estimates for both the most probable and frequent events, as well as for rare ones; at the same time, it allows for the analysis of events that have never been observed but may occur in the future, which is of particular importance considering the uncertainty caused by climate change. The assessment will therefore consider risks under current climate conditions as well as future conditions (2050-2100) under different climate change scenarios. For the realisation of the multi-risk assessment, the project partners will work closely with local stakeholders at all stages of the development, from data collection to the creation of the Risk Atlas and the Risk Information Web Platform, two tools that will collect information from the assessment and will make it easier to communicate and understand, thus following a capacity development approach that combines knowledge development with knowledge transfer. In addition, the partners will develop, again in collaboration with local stakeholders, a sustainability plan containing recommendations for maintaining and updating risk information, supporting the management, updating and accessibility of Malawi’s risk information by national and local authorities. Collaborators GEM Foundation, Centro Internazionale in Monitoraggio Ambientale (CIMA), Malawi University of Business and Applied Sciences (MUBAS), British Geological Survey (BGS) Funding partner: World Bank Group Location Malawi Aiming to empower Malawi with a comprehensive understanding of disaster risks, the project will deliver the following key outputs: Comprehensive Hazard Identification and Assessment: A national-level assessment of various hazards in Malawi, including floods, droughts, landslides, earthquakes, and strong winds. Exposure Mapping: Creation of maps outlining the extent to which people, infrastructure, buildings, and agriculture are exposed to each hazard. Vulnerability Assessment: Evaluation of the physical (infrastructure, buildings) and social (poverty, access to resources) vulnerabilities of Malawian communities to these hazards. National Hazard and Risk Profiles: Development of comprehensive national profiles that detail the hazards, their potential impacts, and the level of risk faced by different regions and communities. Knowledge and Technology Transfer: Training and capacity building for Disaster Risk Reduction (DRR) practitioners and academic institutions in Malawi on using the multi-hazard risk assessment data and tools. Anchor 1 Anchor 5 Platform deployment, knowledge transfer, maintenance and ownership This project builds a long-term plan for Malawian experts to manage the multi-hazard risk atlas database. Through trainings and knowledge transfer, local technicians will become self-sufficient in maintaining the system and training future users. This ensures the platform's sustainability and empowers Malawian authorities to fully utilize the risk information for informed decision-making. a. Hands-on training on the Risk Atlas Database Training of the Department of Disaster Management Affairs (DODMA) ICT team to install and utilise the Risk Atlas Database held in Salima, Malawi, from June 3-7, 2024. b. Exposure and Vulnerability Data The exposure and vulnerability work was delivered to the client and presented in a dedicated training session in November 2023. Anchor 4 GEM Contributes to Multi-Hazard Risk Assessment Progress in Malawi The Global Earthquake Model (GEM) Foundation actively participated in a Multi-Hazard Risk Assessment workshop held in Salima, Malawi, from June 3-7, 2024. This collaborative effort involved the Department of Disaster Management Affairs (DODMA) as the host, alongside the International Centre for Environmental Monitoring (CIMA Research Foundation), Malawi University of Business and Applied Sciences (MUBAS), and the British Geological Survey (BGS). Read more Anchor3 BUSINESS NEWS Multi-Hazard Risk Assessment workshop held in Salima, Malawi, from June 3-7, 2024 1/6 Publications
- INDONESIA DRR | Global Earthquake Model Foundation
Projects INDONESIA DRR Seismic Resilience Baseline Analysis and Investment Option Needs in Indonesia Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background This project, funded by the World Bank's GFDRR, aims to conduct a seismic baseline analysis to support the development of a potential national seismic risk mitigation program in Indonesia. The study focuses on public assets, which include education facilities (primary and secondary schools, universities), health facilities (health clinics, hospitals), commercial facilities (shophouse), emergency services facilities (e.g., ambulance stations, fire stations, early warning service providers), and critical government administration buildings (e.g., local disaster management offices). The project has five main tasks: 1. Inception: literature review on seismic risk in Indonesia, methodology, definition of stakeholder/consultation workshops, preliminary data collection 2. Baseline analysis of Indonesia’s exposure and vulnerabilities to seismic hazards (earthquakes and tsunami) 3. Seismic Risk Assessment and Rapid Prioritization of Potential Investments in Three Selected Districts 4. Development of Baseline Data and Conceptual Framework Design 5. Final Report and Completion Report The GEM Risk Team contributes to all tasks, ranging from support on hazard modelling, development of exposure, selection of vulnerbaility models and the computation of seismic risk using the OpenQuake engine. Duration: 2022-2023 Objectives The methodology, workplan, programme and potential target cities is elaborated together with the World Bank and Indonesian Ministry of Public Works and Housing (MPWH) stakeholders and other relevant agencies such as Ministry of National Development Planning (Bappenas), National Disaster Management Authority (BNPB), Ministry of Home Affairs (MoHA) and Agency for Meteorology, Climatology and Geophysics (BMKG). The objectives include: (a) a rapid baseline analysis of the exposure and vulnerability of the country and three Indonesian districts to earthquakes and tsunami, baseline information/data, and gap analysis, including disaggregated analysis of risk and vulnerability of women and other vulnerable groups; (b) a conceptual framework for improving seismic resilience and recommendations for a national program that aims to reduce the vulnerability of people (with consideration for diverse groups) and assets to earthquakes and tsunami through an integrated package of structural and non-structural investments; and (c) stakeholder consultations to seek inputs on the potential program design, investment funding mechanisms, and institutional set-up options for the national program. Collaborators GEM Foundation, Arup, LAPI-ITB and Kota Kita Funding partner: World Bank GFDRR Locations Three cities in Indonesia: ‣ Kota Bengkulu, Bengkulu province ‣ Kota Cilegon, Banten province ‣ Kota Gorontalo, Gorontalo province 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 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 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 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 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 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 Anchor 1 Anchor 5 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). 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 ] 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 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. 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 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 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 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 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 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 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 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 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 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. 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 Anchor3 BUSINESS NEWS March 6 presentation Humanitarian Organisations 1/2 BUSINESS NEWS March 5 OpenQuake Training 1/4 BUSINESS NEWS March 4 presentation 1/1 BUSINESS NEWS March 3 meeting with MoDRM 1/2 BUSINESS NEWS Images from online meetings: September to December 2023 1/1 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. 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 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
- WFP-ADAM+ | Global Earthquake Model Foundation
Projects WFP-ADAM+ WFP-ADAM+ Innovation Accelerator Project Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background The World Food Programme (WFP) Innovation Accelerator was established in 2016 to identify, support, and scale innovative solutions that contribute to ending global hunger by 2030. Based in Munich, Germany, the Accelerator provides funding, hands-on support, and access to WFP’s global operations and expert networks to empower WFP teams, entrepreneurs, start-ups, and NGOs worldwide. GEM participated in the Accelerator’s five-day bootcamp, held from November 27–29, 2023, where innovation and humanitarian experts collaborated with start-ups and WFP innovators to address field-level challenges, refine project strategies, and develop scalable solutions. Following this process, GEM successfully secured a place in the Accelerator’s Sprint Programme, a six-month initiative designed to advance innovations from proof of concept to prototype implementation. The bootcamp culminated in GEM’s participation in the WFP Accelerator Pitch Event in February 2024 in Munich, where GEM was selected as one of eight innovations to present its project to WFP senior management and potential funders. Duration: 2024 - 2025 Overall Objective The project aims to integrate GEM’s earthquake risk methodologies and datasets into humanitarian emergency preparedness and response efforts. By leveraging GEM’s expertise, the project seeks to enhance global access to reliable earthquake risk data and post-disaster impact assessments for humanitarian actors. This will be achieved by testing GEM’s models within WFP’s ADAM tool , ensuring they align with humanitarian needs in earthquake-prone regions. Expected Outputs 1. Improved Spatial Risk Assessment for Preparedness Development of high-resolution datasets on building exposure, population demographics (including gender and age groups), and vulnerability indicators. Validation of these datasets through ADAM-Preparedness to enhance the identification of at-risk communities. 2. Enhanced Post-Earthquake Impact Assessments Rapid estimation of affected populations within hours of an earthquake using USGS ground-shaking data integrated with GEM’s exposure and vulnerability layers. A refined impact assessment within 48 hours, leveraging GEM’s full modeling capabilities to estimate damaged buildings, displaced populations, homelessness, and fatalities for improved humanitarian response. Collaborators Coordination World Food Programme Project partner Global Earthquake Model (GEM) Foundation, Italy Funding partner: W orld Food Programme Innovation Accelerator Programme, Munich, Germany Locations Earthquake-prone WFP Countries with initial pilots in Afghanistan, Nepal, Turkey, Syria, Haiti, and the Philippines. Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- SOLOMON ISLANDS EXPOSURE | Global Earthquake Model Foundation
Projects SOLOMON ISLANDS EXPOSURE Assessing the Risk Exposure of Road Network to Climate and Natural Hazard Risks in Solomon Islands Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background This project aims to conduct a robust multi-hazard risk assessment of the road network to climate and natural hazards in the Solomon Islands, both historically and under future climate projections. The project includes three main dimensions: - Characterization of the climate and natural hazards - Physical vulnerability of the road network - Multi-criteria criticality analysis The three main outputs are: - Multi-hazard maps - Road network risk exposure analysis (global risk score) - Identification of "first priority" road segments and estimation of their rehabilitation costs The GEM Hazard Team supports the project by computing seismic hazard maps and uses these to produce maps to classify low to high risks of earthquake hazards, according to their intensity and frequency. Duration: 2021 Objectives Many Small Island Developing States (SIDS) share a major common feature: they are among the most exposed nations to natural hazards and climate change. SIDS are also characterized by insularity and geographic remoteness, as well as small geographic area, economies, and population, all of which increase their social and economic vulnerability. This project aims to assist the Solomon Islands to better manage climate and disaster risks by improving the understanding of risk and the use of this information for risk reduction decision-making, and the design and implementation of investments at the provincial and community level. Collaborators GEM Foundation, ARIA Technologies, Actimar, Suez Consulting, Setec Group Funding partner: World Bank Group Location Solomon Islands Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications
- GFDRR-DFID | Global Earthquake Model Foundation
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-DFID Challenge Funds Round 2 How can innovative approaches make communities more resilient to climate change and natural disasters? GFDRR-UK Aid Challenge Fund: Final Learning Report: Value of Risk Information for Decision Making May 31, 2018 Data schema and data: for multi-hazard database (BGS), for global exposure database (GEM), for a global database of vulnerability functions (UCL) Extensible Data Schemas for Multiple Hazards, Exposure and Vulnerability Data published as part of the UNDRR GAR2019 .
- 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
- PERU PUBLIC SCHOOLS | Global Earthquake Model Foundation
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
- CAREC Phase II | Global Earthquake Model Foundation
Projects CAREC Phase II CAREC Phase II: Developing a Disaster and Climate Risk Transfer Facility in the Central Asia Regional Economic Cooperation Region Versión en español English version Share Facebook LinkedIn Overview Updates Anchor 6 Overview This project builds upon the modelling and analytical work conducted under TA-9878 ( https://www.globalquakemodel.org/proj/carec ) and 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. The pilot DRB will complement existing climate and disaster risk financing tools and will be structured to encourage the adoption of risk-reduction and climate-adaptation actions. It will also direct relief assistance to the most vulnerable groups, including women and small and medium-sized enterprises, through pre-agreed response plans developed with the pilot countries. GEM's contribution to the project includes: Build upon the work conducted under TA-9878, review modeling to ensure that it is up-to-date and aligned with the pilot countries’ and investors’ expectations Update exposure data for the two pilot countries based on updated housing and socio-economic data Update seismic hazard and risk modelling for the two pilot countries to serve as the basis for the DRB structuring and placement Undertake historical events analysis for the two pilot countries, considering all potentially damaging events since 1907 Provide earthquake model outputs required to determine the trigger form, level of coverage, and size and positioning of the DRB (when the policy attaches, detaches and how much it pays), in close consultation with WTW, Munich Re, Verisk, ADB, and the pilot countries Update the earthquake data underlying the user-friendly graphic interface developed in the previous CAREC project for the two pilot countries, to help illustrate modeling results and cost-benefits of the risk transfer options as well as disaster risk reduction measures, allowing capacity building, facilitating consultation workshops and supporting the decision process Support the preparation of knowledge products on earthquake risk modeling and financing Duration: 2025-2026 Objectives Key objectives involved: Review existing risk modelling for earthquakes in the Kyrgyz Republic and Tajikistan, and update and perform more detailed and granular risk modeling, as required; Conduct dynamic risk analysis to estimate capital requirements, reinsurance options, and the impacts of various historical or possible future scenarios on the facility’s operations; Support capacity building workshops to enhance countries’ understanding of disaster risk, including insurance solutions, and the process required for making informed disaster risk financing decisions; and Provide modeling outputs through a transparent and user-friendly interface/tool to inform the terms and design of the facility’s initial product offering, ensuring that is both relevant to the countries and financially sustainable over the longer term. Collaborators Collaborators: Willis Towers Watson (WTW), GEM Foundation, Munich Re, Verisk Funding partner: Asian Development Bank (ADB) Location Kyrgyz Republic Tajikistan Anchor 1 Anchor 5 Anchor 4 Project Data Sheet Asian Development Bank (ADB) project materials - overview, project details, documents. New ADB Program to Help Kyrgyz Republic and Tajikistan Respond to Disasters The Asian Development Bank (ADB) has approved a $56.4 million program to help the Kyrgyz Republic and Tajikistan boost their capacity to respond to disasters. Both countries are vulnerable to disasters, such as earthquakes and floods, but lack the fiscal capacity and risk transfer mechanisms to effectively respond to hazards. The Risk-Layered Disaster Relief Finance Program will enhance their financial preparedness through a combination of two pre-arranged ADB financing instruments targeting different layers of disaster risks. Anchor3 Publications
- NEAM-COMMITMENT | Global Earthquake Model Foundation
Projects NEAM-COMMITMENT North-Eastern Atlantic and Mediterranean Tsunami Risk Management and Planning Versión en español English version Share Facebook LinkedIn Overview Anchor 6 Background NEAM-COMMITMENT aims to improve tsunami risk management and planning in the NEAM region. It endeavors to contribute primarily to two key components of tsunami risk governance: capacity building through tsunami hazard assessment and mapping at the national scale, and improved tsunami evacuation planning at the local level through a novel multi-hazard approach. Guidelines will be drafted for the methodologies applied to develop the national tsunami inundation and local tsunami evacuation maps to contribute to improved tsunami risk management planning. Duration: 2025 - 2027 More details: https://civil-protection-knowledge-network.europa.eu/projects/neam-commitment#inpage-section-description Objectives The project has two objectives: to develop national tsunami inundation maps in Cyprus, Greece and Spain through the methodology applied to produce tsunami inundation maps for evacuation planning in Italy, aiming to achieve compatible tsunami inundation maps across the NEAM region; to address the need for a multi-hazard approach for effective tsunami evacuation management to complement existing tsunami evacuation management guidelines. The proposed new approach focuses on multi-hazard cascading effects concerning tsunami evacuation and emergency management and will be piloted in local sites in Greece and Italy. Collaborators NATIONAL OBSERVATORY OF ATHENS Greece Coordinator National Institute of Geophysics and Volcanology (INGV), Italy Fundación hidráulica ambiental de Cantabria, Spain Higher Institute for Environmental Protection and Research (ISPRA), Italy Global Earthquake Model (GEM) Foundation, Italy University of Malaga, Spain Municipality of Lipari, Italy Academy of Athens, Greece The General Secretariat for Civil Protection - Greece Ministry of Agriculture, Rural Development and Environment of Cyprus Funding partner: Union Civil Protection Mechanism (UCPM) Location Southern Europe Anchor 1 Anchor 5 Anchor 4 Anchor3 Publications



















