Climate extreme indices

  • Climate change is making extreme climate events more common, increasing the potential of hazard exposure highlighting the importance of proactive adaptation and risk-reduction measures to safeguard communities, infrastructure, and natural systems.
  • The climate extremes data is based on the latest NARCliM2.0 climate projections providing new insights into the future of heatwaves, temperature extremes, precipitation extremes and bushfires in NSW.
  • The data can support local and state government to conduct climate change risk assessments, policy development, and climate adaptation from a consistent evidence base across NSW.
  • Data packs are available for every NSW local government area, NSW planning region, local health district and NSW Office of Local Government Joint Organisations.

Background

NARCliM2.0 climate projections provide the source data required to calculate climate indices, which are used to examine climate extremes such as heatwaves, consecutive dry days, and intense rainfall events. This information helps strengthen climate change resilience providing the information needed to support policy decision makers across a range of government and industry sectors.

Future projections

Under all climate change scenarios, average temperatures will increase, with extreme climate events such a heatwaves and extreme rainfall projected to change with the potential to be more impactful.

Compared to the 1990–2009 baseline the data shows:

  • Heatwaves are projected to become longer, more frequent and more intense throughout this century under a low-, medium- and high-emissions scenario.
  • Across parts of NSW, the intensity of short-duration, high intensity rainfall is projected to increase. However, changes to the total annual amount of rainfall received from extremely wet days is less certain, as the frequency of these events is highly variable.
  • Days with consistent rainfall – as seen in Consecutive Wet Days (CWD) and number of very heavy rain days (R10mm and R20mm) indices – are projected to decrease, on average, across much of the state.

Applications

The NARCliM2.0 climate extremes datasets help support risk-informed decisions about the location, design and timing of future development. The data can inform regional and local planning processes, infrastructure investment, environmental conservation and disaster resilience initiatives.

The availability of locally-focused and packaged data provides opportunities for climate resilience at a local government level and supports strategic adaptation planning to ensure that communities, infrastructure and economies remain resilient under a range of future climate scenarios, while also reducing long-term exposure to climate-related risks. 

For example, local government can use the projections to assess the long-term exposure of key assets, such as roads, to the impacts of high heat and extreme rainfall-induced erosion and inundation. It can also support decisions on maintenance schedules, resilience upgrades, or relocation planning. 

Planners may use the data to identify impacts of heatwaves on infrastructure, health and the environment, helping refine risk and adaptation measures.

Other examples could include using the projections to identify climate constrained growth areas, inform urban heat planning, flood and storm water planning, planning for long term critical infrastructure, changes to bushfire risk planning, water sourcing and regional plans and biodiversity and green infrastructure planning.

Users are encouraged to interpret the information in line with their local context, exposure profiles, and risk tolerance, ensuring that adaptation strategies remain both targeted and flexible over time.

What assets and information are available

Non-bias adjusted (22 indices) and bias-adjusted (2 indices) data has been modelled to identify future changes in 24 climate extreme indices.

The purpose-built content within the data packs include:

  • GIS shapefiles containing historical, projected and change values, including minimum and maximum statistics, CSV files of annual, per-model and ensemble statistics.
  • Maps showing absolute and projected change values by epoch.
  • Visualisations including time series, climate stripes, ensemble ranges and key metrics summaries.
  • User guide and technical documentation describing methodologies, file structures and data attributes and guidance as to interpret and use the information and contextual information.
  • Multi-model annual and epoch statistics, ensemble summaries and supporting analytical visualisations.

Indices included in the data packs are under 4 themes. Heatwave, bushfire weather, temperature extremes and precipitation extremes. 

Indices available

Indices included are: 

 
Heatwave (4)
  • EHF-HWA – Heatwave amplitude
  • EHF-HWD – Heatwave duration
  • EHF-HWF – Heatwave frequency
  • EHF-HWN – Heatwave number
 
Bushfire weather (1)
  • FFDIgt50 - Severe fire weather days (FFDI ≥ 50)
 
Temperature extremes (13)
  • TXge35 - Hot days (maximum temperature ≥ 35°C)
  • TNlt2 - Cold nights (minimum temperature < 2°C)
  • CDDcold18 - Cooling degree days (daily average temperature > 18°C)
  • DTR - Diurnal (Daily) temperature range
  • FD - Frost days (daily minimum temperature < 0°C)
  • GDDgrow10 - Growing degree days (daily average temperature > 10°C)
  • GSL - Growing season length
  • HDDheat18 - Heating degree days (daily average temperature < 18°C)
  • TX10p - Percentage of cold nights below the 10th percentile
  • TX90p - Percentage of warm nights above the 90th percentile
  • TN10p - Percentage of cool days below the 10th percentile
  • TN90p - Percentage of warm days above the 90th percentile
  • WSDI - Warm spell days
 
Precipitation extremes (6)
  • CDD - Consecutive dry days
  • CWD - Consecutive wet days
  • R10mm - Heavy precipitation days (≥ 10 mm)
  • R20mm - Heavy precipitation days (≥ 20 mm)
  • R99p - Total precipitation from extremely wet days
  • SDII - Simple (Daily) precipitation intensity index

Datasets

Datapacks overview

Source data for 25 climate extremes indices for every NSW local government area (by planning region), NSW planning region, local health district and NSW Office of Local Government Joint Organisations (2026).

NSW NARCliM2.0 climate extremes data packs | Dataset | SEED

Local Government areas

NARCliM2.0 climate extreme indices for each of the 129 NSW Local Government Areas, organised by planning region.

NSW Local Government climate extremes data packs | Dataset | SEED

NSW Planning regions

NARCliM2.0 climate extreme indices for each of the 10 NSW planning regions, provided as individual regional data packages.

NSW Planning regions (2026) climate extremes data packs | Dataset | SEED

Local Health District

NARCliM2.0 climate extreme indices for each of the 15 NSW Local Health Districts, provided as individual district data packages.

NSW Health Districts climate extremes data packs | Dataset | SEED

NSW Local Government Joint Organisations

NARCliM2.0 climate extreme indices grouped by NSW Office of Local Government Joint Organisation for each of the 13 regions.

NSW Local Government Joint Organisations climate extremes data packs | Dataset | SEED

Technical information and resources

Climate extremes technical information

The NSW NARCliM2.0 climate extremes data packs provide adaptation-ready climate extreme indices projections for New South Wales (NSW) and the Australian Capital Territory (ACT), derived from the NSW Government's NARCliM2.0 regional climate projections.

Only TX35 and TN2 have been bias adjusted. All other indices are not.

The annual NARCliM2.0 model outputs have been summarised into standard 20-year climatological epochs. Using multi-decade averages reduces the influence of natural year-to-year climate variability and provides robust estimates of long-term climate conditions for adaptation decision-making.

The data packs include projected climate conditions (absolute and change values) projections for 1990–2009 (historical baseline), 2020–2039 (near-future), 2040–2059 (mid-century), 2060–2079 (late century) and 2080–2099 (end of century). Change projections are relative to historical baseline 1990-2009.

For each future epoch, projections are provided under three emission pathways: SSP1-2.6 to reflect a low emissions future, SSP2-4.5 a medium emissions future and SSP3-7.0 a high emissions future.

About NARCliM2.0

New South Wales and Australian Regional Climate Modelling (NARCliM)2.0 provides nation-leading climate model data that spans the range of plausible future changes in climate. It offers:  

  • climate projections to the year 2100, and simulations of the past  
  • 4-km scale projections for south-east Australia, 20-km scale projections for the broader Australasian region
  • projections under low (SSP1–2.6), medium (SSP2–4.5), and high (SSP3–7.0) emissions scenarios to understand how climate risk differs depending on emissions pathways (Shared Socioeconomic Pathways, SSPs). 
Resources

Selecting climate scenarios - key criteria and principles: this document supports NSW government agencies and stakeholders in the appropriate, consistent and transparent selection of climate scenarios.

Regional Climate Change Snapshots: The NARCliM2.0 projections are summarised as snapshots to provide accessible climate information that can support NSW communities to understand and plan for the impacts of climate change

Interactive Climate Change Projections Map: Select the region, climate variables and timescale in your area to explore what your region may look like in the future.

Climate Data Portal: The NSW Climate Data Portal variables dictionary provides technical descriptions and applications for each index 

NSW Government, The NARCliM modelling methodology, Adapt NSW

NSW Government, NARCliM data processing, testing and validation, Adapt NSW