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Risk identification and assessment

A qualitative or quantitative approach to determine the nature and extent of disaster risk by analysing potential hazards and evaluating existing conditions of exposure and vulnerability that together could harm people, property, services, livelihoods and the environment on which they depend. Performing risk, hazard and vulnerability assessments is a key disaster risk management activity.

This theme covers aspects related to hazard/vulnerability/climate risk assessment, disaster risk modelling and analysis.

Through UNICEF’s open-access GeoSight platform, decision-makers can visualise risk, compare layers, and identify priority areas for action.

Latest Risk identification and assessment additions in the Knowledge Base

Research briefs
Daily weather in glacier models

Running a global glacier model at daily rather than monthly resolution across more than 12,500 glaciers reproduces observed mass loss better and projects a 5 to 10 per cent larger glacier contribution to 21st-century sea-level rise.

ETH Zurich
Maui wildfire emergency management reform: Three years after Lahaina — An independent assessment of framework reform progress and remaining gapsDocuments and publications
Maui wildfire emergency management reform: Three years after Lahaina — An independent assessment of framework reform progress and remaining gaps
Island Security Policy Institute
Seismic assessment of unreinforced masonry façades from images using macroelement-based modeling thumbnail
Documents and publications

This study presents an image-based framework for rapid seismic assessment of unreinforced masonry façades using computer vision, photogrammetry, and semantic segmentation to automate 3D modeling and vulnerability analysis from multi-view RGB images.

Nature Communications (Nature)
Training event
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Online
The course is designed particularly for postdocs and advanced PhD students working with climate extremes, hazards, risk assessment and related environmental time series.
The 2026 seismic hazard model for Finland thumbnail
Documents and publications

This study presents seismic hazard maps for Finland, northern Europe, based on the earthquake catalog FENCAT updated until the end of 2021 and a 2025 three-level hierarchical zoning model.

Natural Hazards (Springer)
Past-to-future drought across hydrographic microregions in Northeast Brazil: SPI-based diagnostics and bivariate (duration–severity) risk under CMIP6 scenarios thumbnail
Documents and publications

This study used observed precipitation and QDM-corrected CMIP6 simulations to examine future meteorological drought in Brazil, across 82 hydrographic microregions under SSP2-4.5 and SSP5-8.5.

Natural Hazards (Springer)
São Tomé and Príncipe country climate and development report: Building resilience in a boutique biosphere country thumbnail
Documents and publications

This Country Climate and Development Report (CCDR) shows that ambitious climate action can protect people and livelihoods while unlocking new engines of inclusive growth.

World Bank, the
Update
Brings wildfire information, analysis and risk insights

The platform combines NASA fire observations with official reports where available. Users can follow locations through email alerts, explore background articles and contribute photographs or videos for review before publication.

Watch Fire
Discover the vibrant coastline of American Samoa with lush forests and turquoise waters in this stunning aerial view.
Update
Hawai‘i’s PDC and Samoa to strengthen resilience

As El Niño-driven drought and extreme weather threaten Pacific Island communities, Hawai‘i and Samoa partner on a disaster preparedness assessment to share knowledge and strengthen risk reduction, emergency readiness and resilience across the region.

Pacific Disaster Center
Statewide summary: California’s fifth climate change assessment  thumbnail
Documents and publications

California’s Fifth Climate Change Assessment summarizes climate projections, hazards and vulnerabilities across the state, highlighting increasing risks and adaptation approaches for California’s natural, built and social systems.

California Governor’s Office of Land Use and Climate Innovation
Asia-Pacific climate report 2026: Coastal risks on the rise: actions for a resilient future thumbnail
Documents and publications

This report examines the risks facing the coastal areas of Asia and the Pacific and details how building resilience can protect development and unlock new opportunities.

Asian Development Bank (ADB)
A stark landscape of cracked dry earth beneath a clear blue sky, depicting arid climate and drought.
Update
Subsidence claims: after drought, ground can shrink, swell or collapse

A crack appears beside a window after weeks of scorching weather. As much as you might hope the ground beneath your house will recover with the first rain, the effects of a dry summer can continue long after temperatures fall.

Conversation Media Group, the
Sixty years of research on land subsidence and sea-level change: a systematic review of global literature with a regional lens on the Gulf of Guinea, Africa  thumbnail
Documents and publications

This study presents a systematic review of 2171 publications spanning 1964–2025, combining a global perspective with a regional focus on the Gulf of Guinea, a critically underrepresented region within the African continent.

Land (MDPI)
The anthropogenic fingerprint on emerging infectious diseases thumbnail
Documents and publications

This paper consolidates 58,319 outbreak event records for 32 diseases and systematically test how 16 hypothesized social and environmental drivers impact outbreak geographies, while accounting for detection and reporting biases.

Springer Nature
The assessment of nature-related risks: From ecosystem services vulnerability to economic exposure and financial disclosures thumbnail
Documents and publications

This paper describes how to use the Integrated system for Natural Capital Accounts to measure and account for ecosystem vulnerability, which constitutes the first component of nature-related risk.

Ecological Economics (Elsevier)
Research briefs
Simulations explore nuclear mitigation of asteroid threats

Lawrence Livermore National Laboratory (LLNL) researchers are developing three-dimensional simulations to examine how a nuclear device could be used to deflect or potentially disrupt an asteroid threatening Earth.

Lawrence Livermore National Laboratory
Majestic glacier flowing between snow-capped mountains by a serene lake in Alaska's pristine wilderness.
Update
Alaska’s monster tsunami sent water 1,580 feet up a mountain

2025 landslide-triggered mega-tsunami in Alaska shows growing risks as glaciers melt. Scientists propose a progressive alert system using weather, glacier changes and seismic activity to warn communities and vessels of potential landslides and tsunamis.

Conversation Media Group, the
Update
Nepal: Supporting recovery, reconstruction and resilience in Nepal

While Nepal has invested significantly in GLOF monitoring, the August flood has highlighted the need to broaden this effort through earth observation, wider hazard monitoring, risk communication and transboundary data-sharing to identify evolving risks

ODI Global
Institute for Social and Environmental Transition - Nepal
cfe-dm-dmrh-vanuatu2026.pdf thumbnail
Documents and publications

This Disaster Management Reference Handbook provides a comprehensive profile of Vanuatu’s national DM structure, policies, plans, and institutions, as well as background information on the country, its natural hazards.

Center for Excellence in Disaster Management & Humanitarian Assistance (CFE-DMHA)
from-risk-knowledge-to-action-a-systematic-review-and-evidence-map-of-institutionalization-deficits-in-non-structural-urban-flood-risk-reduction.pdf thumbnail
Documents and publications

This study applies an a priori scaffold of eight institutionalisation pathways and a cross-cutting coordination pathway to develop an institutionalisation-deficit framework.

International Journal of Disaster Risk Reduction (Elsevier)
A decision-support tool for fire risk assessment and mitigation of motorway bridges: A European case study thumbnail
Documents and publications

This study aims to develop a risk-based model for assessing fire hazards in highway bridges, intended as a practical decision-support tool for infrastructure managers to identify critical scenarios and prioritise mitigation strategies.

International Journal of Disaster Risk Reduction (Elsevier)
Recurrent hotspot zones of projected heat and dry-spell persistence across MENA thumbnail
Documents and publications

This study identifies recurrent hotspot zones of projected heat and dry-spell persistence across the Middle East and North Africa (MENA).

npj Natural Hazards (Nature)
Update
NZ in ‘uncharted territory’, with more extreme weather events ahead

New Zealand is set to see a future of more frequent and extreme droughts, heatwaves and fires, along with bigger floods.

Conversation Media Group, the
Houses with wildfire smoke in the background
Research briefs
Same-day heat wave and wildfire smoke exposure is increasing worldwide

A 20-year study found that global exposure to wildfires and heat waves occurring on the same days rose by 287 million from 2000 to 2019, with over half the world’s population experiencing these combined events.

Monash University
Immersive geospatial learning for flood disaster education: Integrating GIS, augmented reality, spatial literacy, and ecopedagogy thumbnail
Documents and publications

This study investigates the development and evaluation of immersive geospatial learning materials for flood disaster education, integrating GIS, Augmented Reality (AR), spatial literacy, higher-order thinking skills, and ecopedagogical perspectives.

Institute for the Development of Educational and Ecological Alternatives Inc.
Sensitivity of observed changes in compound climate extremes in Europe to event definition thumbnail
Documents and publications

This article assesses how definitions affect detected changes in compound climate extremes in Europe, finding that event frequency, intensity, and trends are sensitive to metric choice and recommends careful selection of event definitions for monitoring.

npj Natural Hazards (Nature)
Diagnosing region-specific flood influencing factors in a volcanic island using explainable machine learning thumbnail
Documents and publications

This study applies a grid-based, explainable machine learning framework to Jeju Island and finds that rainfall, groundwater, and proximity to water bodies are key, regionally variable factors for flood occurrence, supporting nuanced flood risk management.

Natural Hazards (Springer)
Meetings and conferences
Online
In response to the International Day for Disaster Risk Reduction 2026, CCYPS and HADEUS Vietnam are organizing the webinar Resilience Starts at Home to raise awareness of risks within people’s own homes.
Update
USA: Is coastal Alaska ready for the next tsunami?

Alaska scientists have launched an interactive tsunami map covering 66 coastal communities, highlighting flood risks and preparedness gaps to help local leaders strengthen evacuation planning and protect lives.

Alaska Earthquake Center (University of Alaska Fairbanks)
JAKARTA, INDONESIEN
Update
Indonesia: Cities are sinking

As cities continue to sink, we need to examine these changes at the local scale. Averages across a whole city can tell us how big the problem is, but knowing where the land is sinking fastest – and who lives there – is essential to deciding for response.

Conversation Media Group, the
Meetings and conferences
Online
Online, 14 October 2026, 13:30–16:40 Costa Rica time. The University of Costa Rica’s XV Research Conference on Disaster Risk Management presents recent research from Costa Rica, Paraguay, Chile and the United States. Free and open to all.
Update
Net zero timing and extreme El Niños

New modelling suggests the tropical Pacific could stay in an El Niño-like state for centuries even after net zero is reached, with a larger share of El Niño events turning extreme. The longer emissions take to fall, the more of them.

Conversation Media Group, the
Modeling cascading drought effects in a national food supply network using minimum cost flow thumbnail
Documents and publications

This study presents a spatial network optimization approach to model extreme drought impacts on Sweden’s food supply chain, revealing that supply losses in the south translate to unmet demand in the north and highlighting new bottlenecks in distribution.

Frontiers in Sustainable Food Systems
Research briefs
Türkiye 2023 earthquake: When doctors are also survivors

A study of doctors’ experiences during the 2023 Türkiye earthquakes highlights gaps in disaster preparedness and calls for practical training, psychological support and policies that recognize healthcare workers may also be disaster survivors.

Bioengineer.org
Southern California fires incident analysis report thumbnail
Documents and publications

This report examines the conditions, decisions, actions, and systems that influenced Southern California Fires and community conflagration outcomes before and during the fires.

UL Research Institutes
Research briefs
Major cities worldwide are sinking, satellite data reveal

A study of 465 cities across 107 countries reveals global land subsidence trends from 2014 to 2023, identifying hotspots including Mexico City and several Asian cities. The findings highlight the need for continued monitoring and targeted action.

Phys.org
Illustration concept representing big data
Last updated 14 Oct 2026
Discover artificial intelligence and machine learning applications ranging from early warning systems to evacuation models, as well as other intriguing disaster risk reduction innovations.
Update
Record Pacific warmth as El Niño strengthens

WMO’s Global Seasonal Climate Update forecasts the Niño 3.4 anomaly reaching about +3.7°C in October–December, the highest since observations began, with a near-100 per cent likelihood that El Niño persists through February 2027.

World Meteorological Organization (WMO)
World risk poll report 2026: The quiet hazards: How everyday risk shapes daily life thumbnail
Documents and publications

This second report focuses on the everyday risks that touch the most lives, examining changes in reported levels of harm from sources such as road traffic to drinking water. The Poll is based on more than 143,000 interviews in 140 countries & territories

Lloyd’s Register Group
A stark landscape of cracked dry earth beneath a clear blue sky, depicting arid climate and drought.
Update
Three things to know about El Niño

A powerful El Niño is developing in the tropical Pacific and is expected to influence global temperature and precipitation through 2027. Climate Central sets out how its warming effect compares with human-caused climate change.

Climate Central
Assessing climate vulnerability across districts of Odisha, India: A multidimensional index-based approach thumbnail
Documents and publications

This study develops a multidimensional climate vulnerability index for Odisha’s 30 districts, finding marked regional disparities driven by environmental and physical factors, and recommends targeted, domain-specific adaptation strategies for DRR.

Progress in Disaster Science (Elsevier)
Dhunge Bazaar near Trishuli in Nuwakot, Nepal, shows extensive damage following severe flooding in the Bhotekoshi River. Floodwaters have damaged houses, roads, bridges, public buildings and other infrastructure, while security forces and rescue teams work to evacuate affected residents and clear blocked roads. Aerial footage shows the scale of destruction across the flood-affected area.
Research briefs
Nepal: Almost 300,000 people now live in flood‑prone areas

Study finds built-up areas potentially exposed to flooding in Nepal and neighbouring river catchments grew by 46% between 2016 and 2023. Rising exposure in valleys highlights the need to integrate disaster risk into land-use and infrastructure planning.

Conversation Media Group, the
Drought in the Amazon River, a consequence of the lack of rainfall in the Amazon
Research briefs
Extreme drought and heat signal a “new normal” for tropical forests

An international study reveals that the unprecedented heat stress of 2023–2024 will likely recur in the coming decades unless emissions are reduced. The Amazon is the most vulnerable region.

EurekAlert
Distinction between seismic tsunamis and meteotsunamis recorded in Greece from antiquity up to the present thumbnail
Documents and publications

Team studied tsunami-like sea disturbances in Greece from antiquity to now, finding nine of ten cases were meteorological in origin and only one seismic, stressing the importance of multiple discriminants to distinguish meteotsunamis from seismic tsunamis

Natural Hazards (Springer)
Burning questions series: A decision-maker’s guide to heat and health thumbnail
Documents and publications

This guide summarizes global evidence on extreme heat and health, showing rising heat-related illness, death and economic losses, and highlighting Heat-Health Action Plans, surveillance, governance and equitable adaptation as key responses.

Global Heat Health Information Network (GHHIN)
World Meteorological Organization (WMO)
Review article: Harnessing data-driven methods for climate multi-hazard and multi-risk assessment thumbnail
Documents and publications

This review explores data-driven methods in climate multi-hazard and risk assessment, focusing on four themes: data processing and collection; hazard identification, prediction and analysis; risk assessment; and future risk scenarios under climate change.

Natural Hazards and Earth System Sciences, the
Beyond a flash flood: The Bhotekoshi - Trishuli disaster in Nepal - Preliminary insights, lessons learned and the way forward thumbnail
Documents and publications

This report analyzes the 2026 flash flood in Nepal, finding a massive rock-ice avalanche—not rainfall—triggered the disaster. It advocates multi-hazard monitoring, early warning systems, and transboundary risk management to build Himalayan resilience.

Asian Institute of Technology - Disaster Preparedness, Mitigation and Management Program
Prevention and management of heat-related illness at mass gatherings: Considerations for implementation thumbnail
Documents and publications

This study provides guidance for public health authorities and event organizers to prevent and manage heat-related illness at mass gatherings, offering risk assessment tools and practical measures for safer, climate-resilient events in diverse contexts.

World Health Organization (WHO)
Research briefs
How AI could help predict and explain water levels in the Great Lakes

An interpretable model is one that can be verified, discussed, and challenged. This is the prerequisite for AI to become a legitimate tool in water management.

Conversation Media Group, the
Climate change amplifies surface fire hazard in the tropical Andes: high-resolution FlamMap simulations in southern Ecuador thumbnail
Documents and publications

This study evaluates the sensitivity of wildfire hazard to climate change in Molleturo Parish, Azuay Province, using high-resolution (20 m) spatial simulations with the FlamMap modeling framework.

Natural Hazards (Springer)