AndreaBozzo/ceres-open-data-index huggingface dataset:
Perth and Peel Urban Land Development Outlook 2016/17 - staging (DPLH-032)

The Urban Land Development Outlook (ULDO) 2016/17 is based on an assessment of future land supply at all stages of the planning, zoning, approval, development and redevelopment pipeline. The ULDO database enables the monitoring of current land development projects in addition to the identification of likely future residential, industrial and commercial land development across Perth and Peel.
The ULDO output covers Perth and Peel and includes:
•   scheme amendments
•   developer intentions
•   structure planning in progress
•   subdivision applications/approvals (Western Australian Planning Commission)
•   local government development applications/approvals

The ULDO enables and supports existing planning policies by giving a spatial context to future land development over the short, medium and longer term. By identifying where future development will occur, the ULDO also supports other documents released by the WAPC. The 2016/17 release of the ULDO includes residential, special residential, special rural, industrial, commercial and tourism land uses. Within the residential land uses, the ULDO captures future fringe and infill development of five dwellings or more and single and multi-dwelling developments. 
The ULDO seeks to provide a better understanding of the supply chain and the current status of various development initiatives to coordinate the supply and timely delivery of land to the Perth metropolitan and Peel regions.

Tags: land development, land supply, residential, urban
Organization: Department of Planning, Lands and Heritage
Juvenile Period in Slow-Maturing Plants (Recent) - SW of WA (DBCA-073)

By quantifying the length of time after fire for obligate-seeding plant species to become reproductively mature (the juvenile period), the risk of population decline under specific fire intervals can be delineated to inform local fire and conservation management. In this project, juvenile period data for serotinous obligate-seeder taxa across south-west Australia were collated from several studies. Linear models were then developed to estimate juvenile period based on measures of environmental productivity. These models were then spatially projected to the classic and drier Mediterranean agro-climatic class areas (Hutchinson et al. 2005) within south-west Australia.
1. JP - recent– Juvenile period as years until 50% of individuals in the population have flowered 
under recent conditions (30-year period centred on 1990) based on a model featuring the 
environmental variables mean annual precipitation, annual mean minimum temperature and 
gross primary productivity. (Fig 5 a in Gosper et al. 2022) 
2. JP 2× - recent–Juvenile period as 2× years until 50% of individuals in the population have 
flowered under recent conditions (30-year period centred on 1990) based on a model featuring 
the environmental variables mean annual precipitation, annual mean minimum temperature 
and gross primary productivity. (Fig 5 a – 2× legend) Please see full metadata in 'Resources' section below.

Tags: Climate change, DBCA, Fire ecology, Juvenile period, Plant Conservation, Serotinous obligate-seeder, Vegetation
Organization: Department of Biodiversity, Conservation and Attractions
Ramsar Sites (DBCA-010)

The Ramsar Sites dataset defines the official boundaries of current and proposed Western Australia Ramsar wetlands listed as Wetlands of International Importance, under the Ramsar Convention. This dataset is polygon based. The attributes provided the official Ramsar site name, Ramsar site number (i.e. Ref Code), Ramsar site status (i.e. “Existing” or “DRAFT Proposed Area”) as well as the area in hectares of the entire site and individual components. This is a publicly available dataset.

Tags: Harvested, SLIP Future, boundaries, conservation, environment, parks, ramsar, waterfowl, wetland, wildlife
Organization: Department of Biodiversity, Conservation and Attractions
Mining Tenements (DMIRS-003)

Live and Pending Mining Tenement Data referencing both surveyed and unsurveyed mining tenements as they appear spatially within the Department of Energy, Mines, Industry Regulation and Safety TENGRAPH system.

This dataset was formally known as Mining Tenements (DMP-003)

Tags: Harvested, SLIP Future, business, economy, exploration, mine, mining, resources, tenement, tenements
Organization: Department of Energy, Mines, Industry Regulation and Safety
Heritage Council WA - Heritage Agreements (DPLH-005)

Heritage Agreements are entered into between a property owner and the Heritage Council or another public authority on behalf of the State in return for planning approval or other concessions granted to the owner.

For more information contact the Department of Planning, Lands and Heritage on (08) 6551 8002 or see https://www.wa.gov.au/organisation/department-of-planning-lands-and-heritage.

Tags: agreements, australia, council, cultural, demography, heritage, public, society, state, western
Organization: Department of Planning, Lands and Heritage
The Western Australian Moho, 2021 (DMIRS-083)

The Western Australian Moho, 2021 is a depth contour map of the Mohorovičíć (Moho) discontinuity between the crust and mantle as determined from seismological and magnetotelluric methods. The map is based on the AuSREM model at half degree-gridded intervals with additional data from seismic refraction lines and receiver function data from passive seismic deployments and permanent seismic stations and magnetotellluric lines.

Tags: AuSREM model, Moho, magnetotelluric, seismic
Organization: Department of Energy, Mines, Industry Regulation and Safety
Tertiary Sediment Cell Boundary Point (DOT-009)

Sediment cells are spatially discrete areas of the coast within which marine and terrestrial landforms are likely to be connected through processes of sediment exchange, often described using sediment budgets. They include areas of sediment supply (sources), sediment loss (sinks), and the sediment transport processes linking them (pathways). Sediment transport pathways include both alongshore and cross-shore processes, and therefore cells are best represented in two-dimensions. They are natural management units with a physical basis and commonly cross jurisdictional boundaries. 

Tags: beach, boundary, cell, coastal, drift, marine, ocean, sand, sediment, shoreline, tertiary, transfer, transport, wa
Organization: Department of Transport
XB Transport App

The Roads and Traffic Information app for the City of Perth provides a comprehensive spatial overview and real-time data related to the city’s road network and traffic management. This platform supports residents, commuters, city planners, and traffic authorities by delivering detailed information on road infrastructure, cyclying infrastructure, restrictions, and transport planning initiatives across the City of Perth local government area.

Tags: COP, City of Perth, LGA boundary, Properties, Roads, Traffic, Transport, XB
Organization: City of Perth
1:2 500 000 State interpreted dyke suites (DMIRS-077)

The digital '1:2 500 000 geological map of Western Australia' comprises four layers: the primary 1:2 500 000 State interpreted bedrock geology, the 1:2 500 000 State Cenozoic geology, the 1:2 500 000 State interpreted dyke suites, and the 1:2 500 000 State interpreted bedrock geology structural lines. The 1:2 500 000 interpreted geology contains geoscience data covering themes such as geology and tectonic boundaries that have been digitally rolled up from 1:500 000 data sources for optimal display at 1:2 500 000 scale. The Cenozoic geology layer can be superimposed over the bedrock layer to allow the extension of older bedrock geology under Cenozoic cover where geological and geophysical information permits, and to depict Cenozoic paleovalleys and additional significant Cenozoic cover. The dyke suites layer is primarily interpreted from aeromagnetic data, using mapped dyke extents as a guide. Individual dykes are assigned to named dyke suites wherever possible. The attribution of linear structures and dykes as concealed or exposed takes into account both the interpreted bedrock and the Cenozoic geology layers and does not reflect regolith cover. Detailed fault attribution has been simplified from the 1:500 000 scale, except in the case of major fault systems or tectonic boundaries. The nomenclature and hierarchy of lithostratigraphic units is based on the GSWA weekly updates from the Explanatory Notes System (ENS). In order to provide the most up-to-date geological information for the units in question, attribution from the original source is modified to remove superseded stratigraphic units, display correct stratigraphic relationships and include more recent geochronology. Stratigraphic units are mostly displayed at greater than or equal to Group or Suite level; Subgroups and Formations are only displayed where areal extent warrants it and the unit does not have a higher order parent. 

Tags: dykes
Organization: Department of Energy, Mines, Industry Regulation and Safety
Swan Coastal Plain and Perth-Peel Native Vegetation Extent 2024 (DWER-141)

Remnant vegetation mapping for the Swan Coastal Plain bioregion, Metropolitan and Peel Region Scheme areas in 2024. Part of a suite of polygon datasets that best represent remnants of original pre-1750 vegetation across the mapped areas as at 2000, 2005, 2010, 2015, 2020 and 2024. The polygons represent interpreted areas of vegetation using current and historical digital aerial photography (1953-present) sourced from State Government repositories and other commercial products e.g. Digital globe, ESRI wayback imagery and Google. Simplified condition of the vegetation has been attributed to some polygons. 

The mapped area covers the Metropolitan and Peel Region Schemes, the Swan Coastal Plain bioregion as defined in the Interim Biogeographic Regionalisation of Australia V 7.1 (Commonwealth of Australia, 2025) and the Swan Coastal Plain vegetation complexes (DBCA-046) (Department of Parks and Wildlife, 2016). 

For further information refer to Explanatory Report titled 'Swan Coastal Plain and Perth-Peel remnant native vegetation extent mapping in 2000-2020 (5 yearly interval) and the year 2024.pdf'

Tags: Native, Remnant Vegetation, Swan Coastal Plain, Western Australia
Organization: Department of Water and Environmental Regulation
State Environmental (Cockburn Sound) Policy Boundaries (DWER-058)

The Cockburn Sound ‘policy area’ includes Cockburn Sound and its catchment and is the area to which the State Environmental (Cockburn Sound) Policy applies.  The Cockburn Sound ‘protected area’ defines the marine environment of the policy area within which there are spatially defined areas where either a high, moderate or low level of ecological protection apply. These boundaries were defined by the Environmental Protection Authority and included as schedules in the SEP which was endorsed by the State Government in 2015. For further information contact the Department of Water and Environmental Regulation (08) 6364 7000.

Tags: SLIP Future, admin, boundaries, boundary, cockburn, conservation, council, csmc, environment, harvested, management, political, protection, regulation
Organization: Department of Water and Environmental Regulation
DBCA Long Trails (DBCA-027)

Long Trails as managed by the DBCA Tracks and Trails Unit. Long Trails  include the Cape to Cape Walk Track, Munda Biddi Cycle Trail and the Bibbulmun Track. As well as spatial data, the data can be downloaded in both kml or gpx format. Data last updated Oct 2025.

Tags: Bibbulmun, Bibbulmun Track, Biddi, Cape, Cape to Cape Track, DPAW, Munda, Munda Biddi Trail, Trails, dpaw, track, trails
Organization: Department of Biodiversity, Conservation and Attractions
DBCA - Indicative Ecological Thinning Plan (DBCA-090)

This dataset depicts the candidate Forest Enhancement Areas (FEAs) provisionally scheduled for ecological thinning during the current calendar year. The final area made available during the year is likely to be less as subsequent detailed planning processes refine boundaries and the exclusion areas within each FEA. This data will be updated annually.

Tags: DBCA, Ecological, forest, thinning
Organization: Department of Biodiversity, Conservation and Attractions
EPA Redbook Recommended Conservation Reserves 1976-1991 (DBCA-029)

The EPA Redbook Recommended Conservation Reserves contains the boundaries of areas recommended for conservation by the Environmental Protection Authority (EPA) of Western Australia, as set out in a series of maps and text in the publication Red Book Status Report (1993) on the Implementation of Conservation Reserves for Western Australia. Systems 1 - 12 are complete. System 6 is shown as captured by the DEP. Systems 1 - 5, 8 and 9 remain as originally captured by NGIS. This data set represents data capture as at October 2010. Note that EPA , the data custodians of the Red Book publication are now part of DWER and enquiries regard this data should be directed to them. DBCA no longer have any management role over this data.
Formally EPA Redbook Recommended Conservation Reserves 1976 - 1991 (DPAW-025)

Tags: Harvested, SLIP Future, boundaries, conservation, environment, epa, parks, redbook, reserves, wildlife
Organization: Department of Biodiversity, Conservation and Attractions
1:500 000 State interpreted bedrock geology (DMIRS-016)

The 1:500 000 State interpreted bedrock geology (DMIRS-016) is one of three digital data layers that make up the 1:500 000 geological map of Western Australia. The other two are the 1:500 000 State Cenozoic geology and the 1:500 000 State linear structures layer (DMIRS-015).
Compilation is based on published 1:100 000 and 1:250 000 Geological Series maps of Western Australia, together with GSWA and GA (AGSO, BMR) regional geological maps at scales from 1:250 000 to 1:1 000 000. Information from these maps has been modified locally using geophysical datasets (magnetics, radiometrics and gravity), remote sensing imagery (ASTER and LANDSAT), seismic and magnetotelluric profiles, drilling, and unpublished geological mapping. The nomenclature and hierarchy for the lithostratigraphic units are based on the GSWA Explanatory Notes System (extracted April 2016). Data are held in GDA94 decimal degrees.

This dataset was formally known as 1:500 000 State interpreted bedrock geology (DMP-013)

Tags: SLIP Future, bedrock, geological, geology, geophysical, harvested, interpreted, mine, petroleum, soils
Organization: Department of Energy, Mines, Industry Regulation and Safety
CPS2 Maximum Bonus Plot Ratio Plan

This dataset contains spatial boundaries for Bonus Plot Ratio Plans relating to the City of Perth Planning Scheme No.2The Maximum Bonus Plot Ratio Plan shows the total maximum bonus plot ratio that can be granted on a specific lot. This is either 20% or 50%.Bonus plot ratio may be granted under a single category or a combination of Special Residential, Residential, Heritage and Public Facilities.Definition under Schedule 4 “means the maximum percentage increase in the maximum plot ratio which is specified for a lot or part of a lot by the Maximum Bonus Plot Ratio Plan”;Please see https://perth.wa.gov.au/develop/planning-framework/planning-schemes and https://perth.wa.gov.au/develop/planning-framework/planning-policies-and-precinct-plans for more information regarding the City of Perth Planning Schemes.

Tags: 3857, CPS2, MAXIMUM BONUS, PLAN, PLANNING, PLOT RATIO, PV - Public View
Organization: City of Perth
Long-Term Cycle Network (LTCN) (DOT-035)

The Long-Term Cycle Strategy is developed in collaboration with respective Local Government Authorities and aims to ensure State and Local Governments continue to work together towards the delivery of a continuous cycling network providing additional transport options, recreational opportunities and support for tourism and commercial activity.

The Long-Term Cycle Network (LTCN) is an aspirational plan with the cycle networks designated by function according to the WA Cycling Network Hierarchy.

Tags: LTCN, Long-Term Cycle Network
Organization: Department of Transport
Health Hospitals (HEALTH-001)

This data includes public and private acute hospitals, and nursing posts within Western Australia. This list is updated annually through a combination of our own environmental monitoring and by direct request through Health Service Providers. © Government of Western Australia 2025. Department of Health.

Tags: Emergency Care Inpatient, HDMS, Hospital Morbidity Data system Reporting, Mental Health, Nursing Posts, Outpatient, acute, establishments, health, hospitals, location
Organization: Department of Health
Wheatbelt Wetlands Stage 1 (DBCA-021)

The data contained within the Wheatbelt Wetlands dataset covers wetlands within most of the Wheatbelt region of south-west Western Australia, as well as in a small area of the Rangelands to the east and the Darling Scarp to the west.  The data was captured from 1990 and 2000 satellite images at a scale of 1:100 000 with 25m pixel resolution. 

Tags: DBCA, DPAW, Wetlands, Wheatbelt Wetlands
Organization: Department of Biodiversity, Conservation and Attractions
CPS2 Clause 32

This dataset contains spatial boundaries relating to the City of Perth Planning Scheme Clause 32 Areas.Specific lots can be designated under Clause 32 of the Metropolitan Region Scheme to provide the Western Australian Planning Commission with planning authority over those lots.Within the City an MRS Clause 32 area exists over the Parliament House Precinct.Please see https://perth.wa.gov.au/develop/planning-framework/planning-schemes and https://perth.wa.gov.au/develop/planning-framework/planning-policies-and-precinct-plans for more information regarding the City of Perth Planning Schemes.

Tags: 3857, CLAUSE32, CPS2, PLANNING, PLANNING ODP, PV - Public View
Organization: City of Perth
Land Capability - Dryland Cropping (DPIRD-031)

Land capability for cropping in the south west of Western Australia based on analysis and interpretation of the best available soil-landscape mapping dataset (DPIRD-027).

This assessment covers the production of rain-fed (non-irrigated) field crops under a cropping system that incorporates minimal tillage practices and stubble retention. 

This is a general assessment for common dryland crops grown over extensive areas (i.e. hundreds of hectares). It is best suited to the 350-600 mm rainfall zone where most extensive crops are grown (i.e. the wheatbelt), though may be extended to include some slightly higher rainfall areas. Crops included in this general assessment are wheat, barley, oats, narrow-leafed lupins, field peas, canola, chickpea and faba beans.

Land capability refers to the ability of land to support a type of land use without causing damage. See DAFWA Resource Management Technical Report 298 for a description of the qualities assessed and the methodology involved.

Capability ratings do not take into account factors such as the availability and quality of water supplies for irrigation or climatic risks such as frost or heat stress. Such factors need to be considered as a separate layer of information.

Tags: agriculture, cropping, dryland, land capability, soil, soil mapping
Organization: Department of Primary Industries and Regional Development
Gnangara Jandakot Water Table Elevation (Raster) – 2019 Max (DWER-102)

This dataset contains maximum water table elevation (WTE) values for 2019, for the Gnangara and Jandakot areas of Swan Coastal Plain, Western Australia.

Depth to groundwater (DTGW) and water table elevation (WTE) raster datasets are discretised into 10x10m cells over the study area. 
Contours are displayed using 1m intervals.

Tags: Depth to Groundwater, Gnangara, Groundwater, Groundwater Depth, Jandakot, Metres to Groundwater, Swan Coastal Plain
Organization: Department of Water and Environmental Regulation
Health Regions (HEALTH-003)

The state of Western Australia divided into Health Regions. Health Region boundaries are designed to align with the Statistical Area Level 1 (SA1) from the Australian Bureau of Statistics (ABS). Please use these boundaries carefully to ensure proper accuracy of your analysis. © Government of Western Australia 2025. Department of Health.

Tags: Administrative Boundaries, Country, Region, WA, Western Australia, health, health-003, region
Organization: Department of Health
CPS2 Other Planning Controls

This dataset contains spatial boundaries relating to the Other Planning Control Areas City of Perth Planning Scheme Use Areas. These are areas with specific design guidelines applied to them.Please see https://perth.wa.gov.au/develop/planning-framework/planning-schemes and https://perth.wa.gov.au/develop/planning-framework/planning-policies-and-precinct-plans for more information regarding the City of Perth Planning Schemes.

Tags: 3857, CPS2, OTHER PLANNING CONTROLS, PLANNING, PLANNING ODP, PV - Public View
Organization: City of Perth
WA Now Index (LGATE-361)

The WA Now mosaic is comprised of approximately 1,200 individual mosaics, derived from imagery captured over 20 years plus and captured at various resolutions. To assist in the identifying the name, capture date and resolution of the individual mosaics in WA Now Mosaic (LGATE-320) (https://catalogue.data.wa.gov.au/dataset/wa-now-aerial-photography-mosaic), an index (in a variety of formats) has been made available for use by everyone.

Tags: Index, WA Now, WANow, capture dates, capture dates index, whole of state, whole of state index
Organization: Landgate
Clearing Regulations - Schedule One Areas (DWER-057)

Areas requiring a permit for clearing resulting from low impact mineral or petroleum activities as declared in Regulation 6 in Government Gazette No. 115 Environmental Protection (Clearing of Native Vegetation) Regulations 2004 - Schedule 1. The data is a dissolved polygon dataset. For further information contact Clearing Regulation Branch (08) 9333 7469.

This dataset was formerly known as Clearing Regulations - Schedule One Areas (DER-014)

Tags: Harvested, SLIP Future, business, clearing, conservation, environment, vegetation
Organization: Department of Water and Environmental Regulation
Representative Aboriginal and Torres Strait Islander Body Boundaries (NNTT-001)

This dataset depicts the boundaries of native title representative body areas. Boundary data has been compiled by NNTT based on reference material sourced from the Department of Families, Housing, Community Services and Indigenous Affairs (FaHCSIA) and spatial data sourced from Geoscience Australia, Department of Natural Resources and Water, Qld, Sinclair Knight Merz Pty Ltd and the National Native Title Tribunal.

Tags: aboriginal, administrative, boundaries, islander, national, native, political, representative, strait, title, torres, triburneral
Organization: National Native Title Tribunal
Coastal Infrastructure Line (DOT-019)

Spatial representation of Department of Transport (DoT) (WA) assets and other significant coastal infrastructure identifiable on currently available imagery. The Lines feature class currently contains only DoT maintained roads. Roads included in this dataset are limited to those identified in the DoT asset management database. Certain DoT assets (signs, services, plant &amp; equipment) have been excluded from the publicly available online dataset. This dataset may be requested from the Department of Transport, 1 Essex Street, Fremantle WA 6160 or by emailing cdc@transport.wa.gov.au. Not to be used for navigation or hazard identification. Locations of structures have been generated from interpretation of aerial imagery. Current status of structures is not guaranteed. Representation of structures does not imply that structures are safe or available for use by the general public.

Tags: access, coast, coastal, engineering, infrastructure, marine, roads, structures, transport, transportation, wa
Organization: Department of Transport