CoastAdapt

Data for risk assessment (WiP)

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Climate risk assessment depends on combining climate data with contextual data to understand how hazards translate into real‑world impacts.

by More datasets to be added, Suggest a dataset CoastAdapt@griffith.edu.au
Wader

At a glance

  • Climate data describes how hazards may change under different future scenarios.
  • Contextual data explains how those hazards affect assets, services, communities, and ecosystems.
  • Integrating these datasets ensures climate information is targeted, decision‑relevant, and actionable.
Diver

Climate risk is shaped by context, not just climate

A climate risk assessment brings together climate science and an understanding of the social, economic, and environmental settings that shape vulnerability and response.

Climate projections and scenarios explore how hazards such as sea‑level rise, extreme sea levels, storms, or temperature extremes may change over time. Importantly, the assessment also explore how these changes affect assets, systems, and communities, the consequences of disruption, and the capacity to anticipate, respond, and adapt.

By taking this broad approach, you can avoid the temptation to focus on climate data when starting your risk assessment. Instead, you can begin by clarifying what matters most and where vulnerability already exists. Then you can draw on climate information that directly informs decisions about priority risks and responses.

What data do I need to assess climate risk

Climate change risk assessments need to be informed by robust data and information that align with the purpose and scale of the assessment. For high-level assessments it is often sufficient to draw on existing maps and qualitative information, whereas local assessments are likely to require more detailed data to underpin decision-making.

Diverse sources of data

Climate risk assessment integrates climate data with contextual (non‑climate) data, selected to suit the decision context and level of risk.

Climate data describes how relevant hazards may change under different future scenarios and is typically used to outline plausible ranges of future conditions.

Contextual data translates these hazards into real‑world impacts, providing information on asset condition and design limits, service dependencies, social vulnerability, economic exposure, ecological thresholds, and past events.

Historical events highlight what matters

Looking at past coastal hazard events is a practical starting point. Previous flooding, erosion, storm, or inundation or other extreme events can help you identify which hazards matter most in your area and where impacts have already occurred.

This helps narrow the focus to the most relevant climate drivers and reveals how systems perform under stress, including existing vulnerabilities, service disruptions, and critical thresholds.

Climate scenarios can then be used to test how these known risks might change in the future, such as whether they intensify, become more frequent, expand to new areas, or emerge beyond historical experience. They also help to consider the role of adaptation and response capacity.

READ:

A case study from the Douglas Shire Coastal Resilience Project demonstrates how mapping key historical events through community workshops helped identify coastal hazards and risks, while also capturing local knowledge about community strengths and resilience.

General data portals

Data portals with a range of relevant data

EXPLORE:

Australian climate portals, which offer a range of relevant and current data for different levels of needs and skills.

Climate and coastal data

EXPLORE:

CoastAdapt's tools that include data and visualisation for local government areas.

  • Sea-Level Rise and You, which includes coastal inundation mapping and rainfall and temperature data and extreme
  • Shoreline Explorer, which includes three datasets sets: sediment compartments, Smartline, and DEA Water Obervations.

Data for coastal hazards

Many coastal communities are already experiencing exposure to a range of climate‑related hazards, with some locations facing particularly high and potentially severe impacts. To plan and prioritise effective adaptation responses, practitioners need access to robust, fit‑for‑purpose data that clearly identifies key hazards and the areas most at risk.

Data typically required by local councils and other decision‑makers to assess coastal climate change risk includes:

  • regional climate change projections
  • projected sea level rise and mapping of historic and future areas at risk of coastal inundation
  • flood- or fire-prone areas in the local government area or surrounding areas
  • floodplain risks from intense rainfall events
  • areas exposed to cyclones or east coast lows
  • mapping of areas susceptible to erosion and recession.

Key sources of data are described in Table 1.

Table 1: Data sources for coastal hazards
Coastal hazardDataset or toolData custodianData
Inundation from SLRtool shows sea inundation using high quality elevation and tide data, bathrub model
Inundation from SLR incl storm surge
Low lying areas at risk of inundationNational Elevation Data portal
Catchment floodingAustralian Flood Risk Information Portal (mostly catchment flooding)Geoscience Australiahttps://digital.atlas.gov.au/apps/digitalatlas::australian-flood-risk-information-portal/explore
Australian Rainfall and RunoffGeoscience Australiahttps://arr.ga.gov.au/
Extreme design rainfall events (intensity, frequency, duration)BoMwww.bom.gov.au/history
Cyclones and extreme wind
Erosion

Data for risks to coastal assets

Understanding how climate‑driven coastal hazards translate into risks for communities, assets and the natural environment requires access to a broad and integrated evidence base. In practice, local councils need a combination of climate, physical, environmental and socio‑economic data to support a defensible climate change risk assessment.

Data types commonly required include:

  • property and boundary information in coastal areas exposed to hazard
  • type, number and location of major assets and infrastructure
  • socio-economic profile of the population in the coastal areas exposed to hazard
  • key businesses and facilities operating in the coastal area
  • ecosystems, refuges, fauna and flora present, particularly endangered species, ecological communities and assemblages.

Most of this information is likely to be accessible from local or state sources. However, there are a number of datasets managed at the national level which could be useful in a risk and vulnerability assessment. Table 3 provides a summary of relevant national datasets.

Contextual (non-climate) data

Contextual data plays a critical role in understanding the significance of climate impacts.

Data types commonly required include:

  • property and boundary information in coastal areas exposed to hazard
  • type, number and location of major assets and infrastructure
  • socio-economic profile of the population in the coastal areas exposed to hazard
  • key businesses and facilities operating in the coastal area
  • ecosystems, refuges, fauna and flora present, particularly endangered species, ecological communities and assemblages.

Your state and local government is likely to hold many sources of data that may be relevant to your assessment.

However, there are national datasets suggested in the following tables that can support practitioners to determine where exposure exists, which thresholds may be exceeded, who or what is most affected, and how systems respond under stress.

Urban and infrastructure datasets

Table 2: Urban and infrastructure datasets
DatasetCustodianWhat the dataset providesWhat the dataset provides at local (LGA) scaleSignificance for climate risk assessment
Digital Atlas of AustraliaGeoscience Australia - Digital Atlas of AustraliaCurated, authoritative national spatial datasets on Australia’s geography, people, economy and environment, with interactive visualisation and analysis toolsEnables overlay of climate hazards, environment, infrastructure and socio‑economic data at LGA and site scale for place‑based analysisIntegrates multiple datasets in one platform, supporting consistent, spatially informed assessment of climate exposure, vulnerability and risk across systems
Urban areasAustralian Urban Research Infrastructure Network (AURIN)National portal providing harmonised urban, demographic, social, housing, health, transport and economic datasetsDetailed LGA‑level and sub‑LGA indicators (e.g. population, disadvantage, housing, health) to assess community exposure and vulnerabilitySupports assessment of social vulnerability and climate equity impacts, identifying populations most at risk from climate hazards
Infrastructure and Dependency ResourcesInfrastructure AustraliaInformation on nationally significant infrastructure assets and system interdependenciesContext on infrastructure importance and potential service disruption pathways affecting local areasSupports evaluation of cascading climate impacts and consequences of infrastructure failure across interconnected systems
Water resources and supplyBoM - Australian Water Resources Information System (AWRIS)Nationally consistent, long‑term data on surface water, groundwater, storages, water use and water qualitySupplies site‑ and catchment‑level data (e.g. stream gauges, bores, dams) supporting local assessments of drought, flood and water‑supply risksLinks climate hazards (e.g. drought, flood, heat) to water availability and security, a cross‑system priority risk under climate change

Social and vulnerability datasets

Table 3: Social and vulnerability datasets
DatasetData custodianWhat the dataset providesWhat the dataset provides at local (LGA) scaleSignificance for climate risk assessment
BS CensusAustralian Bureau of Statistics (ABS)Comprehensive data on population, housing, workforce, mobility, disability, income and household characteristicsDetailed demographic and housing data at LGA and smaller statistical areas (SA1/SA2)Supports assessment of social sensitivity, service demand, evacuation needs and community recovery capacity
Population distribution and projectionsAustralian Bureau of Statistics (ABS)Current population estimates and future population projections by age and sexLGA‑level population size, growth trends and ageing profilesSupports assessment of future exposure, changing vulnerability and long‑term climate adaptation planning
Socio‑Economic Indexes for Areas (SEIFA)Australian Bureau of Statistics (ABS)Composite indexes measuring relative socio‑economic advantage and disadvantageLGA‑level and sub‑LGA scores identifying areas of relative disadvantageWidely used indicator of social vulnerability and adaptive capacity in climate and disaster risk assessments

Depending on your context, other suggestions from the ABS include:

  • Index of Relative Social Disadvantage (IRSD, a subset of SEIFA)
    • focuses specifically on disadvantage (low income, unemployment, low education), often preferred for climate vulnerability mapping.
  • Aged population and disability data
    • considered groups within the Australian population that are more vulnerable to heatwaves, flooding and evacuation constraints.
  • Housing stress and tenure (ABS and AURIN_
    • Renters and households in housing stress often have lower capacity to adapt or recover from climate impacts.
  • Health and wellbeing indicators (Australian Institute of Health and Welfare)
    • Baseline health status affects heat stress risk, disaster mortality and recovery capacity.
  • Accessibility and remoteness (ARIA - ABS / Infrastructure Australia)
    • Remoteness influences access to emergency services, healthcare and disaster recovery assistance.

Exposure datasets

For best practice climate risk assessment, exposure datasets should be used in alignment with hazard and vulnerability data, with clear documentation of scale, assumptions and limitations, particularly where national datasets are applied to local planning decisions.

Table 4: Exposure datasets
DatasetCustodianWhat the dataset providesWhat the dataset provides at local (LGA) scaleSignificance for climate risk assessment
Australian Climate Service – LGA InsightsAustralian Climate ServiceIntegrated summaries of climate hazards, exposure and vulnerability drawing on multiple national datasetsLGA‑specific dashboards summarising key climate hazards, exposed assets and vulnerable populationsProvides a rapid, accessible screening tool to prioritise climate risks and adaptation actions at the local government level
Australian Disaster MapperAustralian Disaster Resilience Knowledge Hub (AIDR)Spatial and descriptive records of historical disaster events and impacts across AustraliaIdentification of past hazard types, locations and impacts affecting specific LGAsGrounds climate risk assessments in observed events, past impacts and system responses, supporting understanding of exposure to recurrent hazards
National Exposure Information System (NEXIS) *(legacy datasets via AURIN / DGeoscience Australia (now accessed via AURIN / Digital Atlas of Australia)Nationally consistent data on exposure of buildings, population, infrastructure, land use and economic assetsBaseline exposure estimates for residential buildings, population and infrastructure within LGAsEstablishes where physical exposure exists and which assets may be affected by climate hazards; commonly used for exposure screening and consequence analysis
Critical infrastructure location datasetsInfrastructure Australia / State agenciesSpatial information on the location and type of essential infrastructure, including energy, water, transport, health and communications assetsIdentification of critical infrastructure assets within and affecting LGAs, including key service nodes and corridorsIdentifies exposure of essential services to climate hazards and supports assessment of service disruption, cascading impacts and community resilience

Ecological, environmental and Indigenous ecological datasets

Key ecological and environmental datasets required to support climate risk assessment, focus on identifying sensitive ecosystems, biodiversity values and ecological thresholds that may be affected by climate change.

Table 5 combines nationally consistent scientific datasets with Indigenous ecological datasets, recognising Indigenous Country, Indigenous Protected Areas and ranger‑managed lands as critical sources of ecological knowledge, stewardship and adaptive capacity. Together, these datasets support place‑based, culturally informed assessments that recognise both environmental values and Indigenous connections to Country in climate risk and adaptation planning.

Table 5: Ecological or environmental datasets; Indigenous ecological datasets
DatasetCustodianWhat the dataset providesWhat the dataset provides at local (LGA) scaleSignificance for climate risk assessment
Ecological Communities of National Environmental Significance (ECNES)Department of Climate Change, Energy, the Environment and Water (DCCEEW)Spatial information on nationally listed threatened ecological communities under the EPBC ActIdentifies sensitive, high‑value or threatened ecological communities within LGAsHighlights ecological sensitivity, thresholds and high‑consequence biodiversity impacts from climate hazards
Species of National Environmental Significance (SNES)Department of Climate Change, Energy, the Environment and Water (DCCEEW)Information on nationally protected species, including threatened, migratory and listed marine speciesIdentifies nationally significant species known or likely to occur in specific locations, supporting local‑scale assessment and planningUnderpins consistent, evidence‑based assessment of climate risks to protected biodiversity and statutory decision‑making
National Ecosystem Accounts / ecosystems and services datasetsCSIROData on ecosystem extent, condition, biodiversity and ecosystem servicesProvides spatial information on ecosystems and ecological condition within LGAsSupports assessment of ecological sensitivity, resilience limits and potential climate‑driven degradation of ecosystem services
Water resources and environmental waterBureau of Meteorology – Australian Water Resources Information System (AWRIS)Nationally consistent data on surface water flows, groundwater, storages and water qualityProvides site‑ and catchment‑scale information (e.g. streamflows, groundwater levels) used to plan, deliver and evaluate environmental waterLinks climate‑driven hydrological change to ecosystem condition, environmental flows and ecological outcomes
Vegetation, land use and ecosystems datasetsGeoscience Australia (via Digital Atlas of Australia)National vegetation, land cover and land‑use datasets derived from remote sensing and mappingEnables overlay of vegetation, land use and ecosystem layers within LGAs for site‑based analysisSupports identification of exposed ecosystems, land‑use pressures and cumulative climate impacts in spatial planning
ndigenous Country and cultural landscapesAustralian Institute of Aboriginal and Torres Strait Islander Studies (AIATSIS) / State agenciesSpatial information on Indigenous Country boundaries, cultural landscapes and heritage valuesIdentifies Indigenous Country and culturally significant areas intersecting LGAsEnsures climate risk assessments recognise cultural landscapes, cumulative impacts on Country, and climate risks to cultural heritage
Indigenous Protected Areas (IPA)Department of Climate Change, Energy, the Environment and Water (DCCEEW)Locations and boundaries of Indigenous‑managed conservation areasIdentifies IPAs within or adjacent to LGAsHighlights ecosystems of high ecological and cultural value with established Indigenous governance and climate stewardship roles
Ranger‑managed lands and Caring for Country programsDCCEEW / State and Territory governmentsSpatial information on lands managed through Indigenous ranger programsIdentifies areas of active Indigenous land, fire and water management at local scaleDemonstrates existing adaptive capacity, land management practices and opportunities to strengthen climate resilience through Indigenous Knowledge

Further Information

ABS Census https://www.abs.gov.au/census

Socio‑Economic Indexes for Areas (SEIFA) https://www.abs.gov.au/statistics/people/people-and-communities/socio-economic-indexes-areas-seifa-australia

Source Materials

No source materials available.

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