AndreaBozzo/ceres-open-data-index huggingface dataset:
Vegetation Trend 1990-2022 (LGATE-460)

The Vegetation Trend product is a multiband image file that contains summaries of change in reflectance of vegetation over time using the Land Monitor Landsat based vegetation index related to vegetation density (red band + short wave infrared band 1) calculated for each annual date of imagery. Two time periods are provided in the south west agricultural zone only where the Land Monitor index can be more confidently applied, these time periods are 1990-current year and the last 10 years. The summaries are statistical measures of mean, linear trend over time, quadratic trend over time, standard deviation about mean, residual standard deviation after fitting linear trend and residual standard deviation after fitting linear and quadratic trends. The statistical summaries can be displayed separately or together to summarise trends and stability of vegetation over time as measured by the Land Monitor vegetation index, and in particular to highlight areas with different patterns of change.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Vegetation Cover 1985 (LGATE-401)

State-wide vegetation cover datasets of perennial woody vegetation based on Landsat imagery (30m ground pixel) are produced annually with data starting in 1988 to current. The classification of woody perennial vegetation is provided in two classes, one forest category meeting the vegetation structural requirement for 20% cover density and 2m height at maturity, and a sparse woody vegetation category identifying areas with 5- 20% vegetation cover.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Canning Estuary and Lower Canning River Water Quality Monitoring 2016-17

The Department of Biodiversity, Conservation and Attractions (DBCA) conducts routine monitoring of water quality in the Swan Canning Estuary. Data collected through the monitoring program is used to inform management of the river system by DBCA.

Data produced through the monitoring program provides essential information to assess system response to management actions and to report against estuary water quality targets, and phytoplankton trigger levels. Data produced have also been utilised in numerous investigations conducted by both government agencies and tertiary institutions, including modelling, that contribute to our understanding of estuary condition and response and that evaluate potential impacts on the system into the future.

Data collected is stored in the Water Information Network (WIN) database maintained by the Department of Water and Environmental Regulation (DWER) and is made publicly available via the Water Information Reporting (WIR) portal.

Note: to access the data, select the data source link located on the right-hand side.

Tags: Swan Canning, asset_water_quality
Organization: Department of Biodiversity, Conservation and Attractions
WaterCorp CIP Planned Assets Waste Water (Lines) WCORP (WCORP-014)

The Water Corporation CIP Planning Layer is a spatial dataset representing the spatial extent of the Water Corporation’s 5 year capital investment program.  All future water, wastewater and drainage capital investment projects that are growth driven are represented.

The intent of this dataset is to enable effective response for future infrastructure plans/ enquiries, greater inter-government planning coordination and to facilitate the development industry’s planning.

The spatial extent of each project is as ‘planned’ and does not incorporate any changes that may occur to the future asset as the result of design work. The projects referred to in this data are subject to regular reprioritisation and investment decisions should not be based on this information.

© Water Corporation 2014. Copyright

Tags: Harvested, asset, planned, waste, water
Organization: Water Corporation
State Border (LGATE-245)

This layer supersedes State Border (LGATE-194)

The State Border of Western Australia, which separates WA from South Australia and the Northern Territory, and situated approximately on the 129 degrees East, Meridian of Longitude.
Derived from the Spatial Cadastral Database (SCDB) and based on GDA 2020.

For more information, please contact your Landgate Customer Experience Consultant or email customerexperience@landgate.wa.gov.au.

© Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions. 

Tags: admin, administrative, border, boundaries, scdb, state
Organization: Landgate
Geodetic Survey Mark Reference Marks (Point) (LGATE-199)

This dataset complements LGATE-076. It contains horizontal and vertical coordinates of Reference Marks (RM) for Standard Survey Marks (SSM) and Bench Marks (BM). The attributes include the RM observations between the Reference Mark and the Parent Geodetic Mark. © Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions. 

Tags: assessment, bench, bm, flat, geodetic, horizontal, location, marks, networks, parallel, public, reference, rm, standard, survey, vertical
Organization: Landgate
Landsat Imagery 1988 (LGATE-428)

Dry season cloud free Landsat imagery (30m ground pixel) is combined annually to provide a whole of Western Australia imagery mosaic. These mosaics start in 1988 to current day providing data for time series analysis and whole of state imagery.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
WaterCorp CIP Planned Assets Drainage (Points) WCORP (WCORP-012)

The Water Corporation CIP Planning Layer is a spatial dataset representing the spatial extent of the Water Corporation’s 5 year capital investment program.  All future water, wastewater and drainage capital investment projects that are growth driven are represented.

The intent of this dataset is to enable effective response for future infrastructure plans/ enquiries, greater inter-government planning coordination and to facilitate the development industry’s planning.

The spatial extent of each project is as ‘planned’ and does not incorporate any changes that may occur to the future asset as the result of design work.The projects referred to in this data are subject to regular reprioritisation and investment decisions should not be based on this information.

© Water Corporation 2014. Copyright

Tags: Harvested, drainage, future, infrastructure, planned, points, water
Organization: Water Corporation
Roads (Simplified) (LGATE-195)

This road centreline dataset is heavily modified and derived from the Road segment layer of Landgate’s medium scale Topographic GeoDatabase (TGDB) and excludes proposed roads. It has been developed for display purposes only. For fully attributed and unprocessed road centreline data, Roads (LGATE-012) and Proposed Roads (LGATE-130) should be referred to.

© Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions.

There is no data dictionary available at this time for this layer.

Tags: joined, modified, public, roads, simplified
Organization: Landgate
Woody Change 1988-1989 (LGATE-373)

Vegetation change products are produced annually identifying locations where the perennial woody vegetation from the vegetation cover datasets based on Landsat imagery (30m ground pixel) has changed between the forest, sparse woody and non woody classifications. Change classes include; no change, non-woody to sparse, non-woody to forest, sparse to non-woody, forest to non-woody and forest to sparse.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Fisheries Guide - Open Access (DPIRD-059)

This data set contains the current Open Access (OA) boundaries for WA fisheries. Each feature relates to the management boundary of a specific type of fish / fishery / area or activity.

These boundaries comprise one component of all fisheries related boundaries prescribed by WA fisheries legislation.  The full list of WA fisheries boundaries as documented in the annual ‘Status Reports of the Fisheries and Aquatic Resources’ is comprised of 6 different categories that have been grouped together as the Fisheries Guide.



Fisheries Guide – CEO Notices and Determinations

Fisheries Guide – Consolidated Management Plans 

Fisheries Guide – Consolidated Notices and Orders

Fisheries Guide – Instrument of Exemption

Fisheries Guide – Licence Conditions

Fisheries Guide – Open Access


When searching for particular information in relation to a type of fish / a fishery / an area or activity, then it is important that you refer to all of the above Fisheries Guide categories, as looking in just one category alone may not return all of the relevant boundaries.

Tags: Fisheries Guide, boundaries, fisheries
Organization: Department of Primary Industries and Regional Development
Vegetation Cover 2012 (LGATE-418)

State-wide vegetation cover datasets of perennial woody vegetation based on Landsat imagery (30m ground pixel) are produced annually with data starting in 1988 to current. The classification of woody perennial vegetation is provided in two classes, one forest category meeting the vegetation structural requirement for 20% cover density and 2m height at maturity, and a sparse woody vegetation category identifying areas with 5- 20% vegetation cover.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
State Planning Policy 5.4 Road and Rail Noise (Line) (DPLH-058)

This policy aims to promote a system in which sustainable land use and transport are mutually compatible.

The objectives of this policy are to:





protect people from unreasonable levels of transport noise by establishing a standardised set of criteria to be used in the assessment of proposals; 




protect major transport corridors and freight operations from incompatible urban encroachment; 




encourage best-practice design and construction standards for new development proposals and new or redeveloped transport infrastructure proposals; 




facilitate the development and operation of an efficient freight network; and 
facilitate the strategic co-location of freight handling facilities.



The purpose of the implementation guidelines is to assist users with the application and implementation of the Western Australian Planning Commission’s state planning policy 5.4.

It should be noted that the policy and these guidelines apply to proposals for new noise-sensitive developments, new railways or major roads, major redevelopments of existing railways or major roads, and new freight handling facilities. The policy and guidelines do not apply to noise from existing railways or major roads in the vicinity of an existing noise-sensitive land use, or an increase in traffic along an existing railway or major road in the absence of a major redevelopment.

It is expected that a review of the operation and effectiveness of the policy would be conducted within two years of the commencement of the policy.

Tags: Planning, Rail, Road, SPP, SPP 5.4, State Planning Policy
Organization: Department of Planning, Lands and Heritage
Landsat Imagery 2000 (LGATE-434)

Dry season cloud free Landsat imagery (30m ground pixel) is combined annually to provide a whole of Western Australia imagery mosaic. These mosaics start in 1988 to current day providing data for time series analysis and whole of state imagery.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Landsat Imagery 2018 (LGATE-451)

Dry season cloud free Landsat imagery (30m ground pixel) is combined annually to provide a whole of Western Australia imagery mosaic. These mosaics start in 1988 to current day providing data for time series analysis and whole of state imagery.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Landsat Imagery 2005 (LGATE-438)

Dry season cloud free Landsat imagery (30m ground pixel) is combined annually to provide a whole of Western Australia imagery mosaic. These mosaics start in 1988 to current day providing data for time series analysis and whole of state imagery.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Landsat Imagery 2019 (LGATE-452)

Dry season cloud free Landsat imagery (30m ground pixel) is combined annually to provide a whole of Western Australia imagery mosaic. These mosaics start in 1988 to current day providing data for time series analysis and whole of state imagery.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
WA Tomorrow Report 12 - SA2 Forecasts (DPLH-111)

WA Tomorrow is a series of population forecasts for the State of Western Australia based on historical trends. The forecasts represent the best estimate of future population size if trends in fertility, mortality and migration continue.

WA Tomorrow uses a hybrid geography, but reflects as closely as possible the current Australian Statistical Geography Standard (ASGS) 2021, produced by the Australian Bureau of Statistics (ABS) (See Geography tab). The forecasts refer to the 30 June in each stated year.

WA Tomorrow includes three forecast bands (Lower, Central, Upper), indicating three probable futures. For the user who requires the best estimate of future population size, the central forecast should be used. 
For further information please consult the WA Tomorrow 12 website

Tags: Population, WA Tomorrow, demography, forecast
Organization: Department of Planning, Lands and Heritage
Pioneer World Village 1983 (LGATE-278)

Part of a collection of WA's iconic theme parks from the 1980s. Many of these sites are still around today, but are either bigger, laying in ruins or modified versions of their former lives. Landgate has delved into the archives to extract 'wicked' aerial imagery of some of these venues for WA Heritage Week. Take a trip back in time without the need of a DeLorean!

This dataset contains vectorised boundaries for the theme park. To view the aerial photography for the sites please refer to https://catalogue.data.wa.gov.au/group/interesting-historical-photography © Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions. 

Tags: heritage, heritage-week, park, theme
Organization: Landgate
Woody Change 2004-2005 (LGATE-381)

Vegetation change products are produced annually identifying locations where the perennial woody vegetation from the vegetation cover datasets based on Landsat imagery (30m ground pixel) has changed between the forest, sparse woody and non woody classifications. Change classes include; no change, non-woody to sparse, non-woody to forest, sparse to non-woody, forest to non-woody and forest to sparse.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Historical Aerial Photography Photo Centers (LGATE-205)

Landgate has historical aerial imagery covering a large portion of Western Australia. Aerial imagery has been captured from 1948 to the present day. This dataset provides historical aerial photography frames centers and metadata associated with each project.

Note: Some projects have not yet been catalogued.

For more information please visit Landgate's Photography prints and enlargements page.

© Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions.

Tags: aerial imagery, aerial photography, metadata
Organization: Landgate
Woody Change 1991-1992 (LGATE-375)

Vegetation change products are produced annually identifying locations where the perennial woody vegetation from the vegetation cover datasets based on Landsat imagery (30m ground pixel) has changed between the forest, sparse woody and non woody classifications. Change classes include; no change, non-woody to sparse, non-woody to forest, sparse to non-woody, forest to non-woody and forest to sparse.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Avon Baselining Project - wetlands component

This dataset is for data underlying development of the wetland conservation significance methodology component of the Avon Baselining Project which ran from 2006 to 2009 and which was funded by the Avon Catchment Council (sites ABP001 to ABP150). The project also used data from the Drainage Evaluation Project (also known as the Wheatbelt Wetlands Project) which was funded by the Department of Agriculture and managed by the Wetlands Section (Species and Communities Program, DBCA) (sites ABP151-ABP180). The wetland mapping, classification and evaluations resulting from this methodology is available on the Corporate GIS dataset.

The biological and chemical data that form part of this dataset will be made available within NatureMap, but original data sheets are provided here.

Major products of the project were:





A method for producing a stage 1 assessment of conservation value of Wheatbelt basin and granite outcrop wetlands.




A stage 1 assessment of the conservation value of Wheatbelt basin and granite outcrop wetlands.




A method for producing a stage 3 assessment of the conservation value of Wheatbelt wetlands.




A stage 3 assessment of 30 Wheatbelt wetlands.




A mapping layer of Wheatbelt basin and granite outcrop wetlands.




A guide to Wheatbelt aquatic invertebrates and waterbirds.



The Avon Baselining project was run by Susan Jones and Lien Sim who supervised the methodology development and evaluations. The Drainage Evaluation Project was run by John Lizamore who supervised the wetland mapping component for both projects.

Note: to access the data, select the data source link located on the right-hand side.

Tags: asset_condition, asset_flora, asset_invertebrates, asset_water_quality, asset_waterbirds, biological_survey, lake wetland aquatic, region_midwest, region_south_coast, region_south_west, region_swan, region_wheatbelt, wetland_mapping
Organization: Department of Biodiversity, Conservation and Attractions
Localities (LGATE-234)

Locality Boundaries for the State of Western Australia. Generally, Post Code boundaries coincide with the Locality boundaries. Derived from the Spatial Cadastral Database (SCDB). Updated regularly when amendments/changes are formalised.

© Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions.

For further information, please contact your Landgate Customer Experience Consultant or email customerexperience@landgate.wa.gov.au.

Tags: abs, abscode, admin, administrative, boundaries, cadastral, lga, locality, planning, political, postcode, property, public, scdb, suburb, suburbs
Organization: Landgate
Canning Estuary and Lower Canning River Water Quality Monitoring 2015-16

The Department of Biodiversity, Conservation and Attractions (DBCA) conducts routine monitoring of water quality in the Swan Canning Estuary. Data collected through the monitoring program is used to inform management of the river system by DBCA.

Data produced through the monitoring program provides essential information to assess system response to management actions and to report against estuary water quality targets, and phytoplankton trigger levels. Data produced have also been utilised in numerous investigations conducted by both government agencies and tertiary institutions, including modelling, that contribute to our understanding of estuary condition and response and that evaluate potential impacts on the system into the future.

Data collected is stored in the Water Information Network (WIN) database maintained by the Department of Water and Environmental Regulation (DWER) and is made publicly available via the Water Information Reporting (WIR) portal.

Note: to access the data, select the data source link located on the right-hand side.

Tags: Swan Canning, asset_water_quality
Organization: Department of Biodiversity, Conservation and Attractions
Woody Change 2005-2006 (LGATE-382)

Vegetation change products are produced annually identifying locations where the perennial woody vegetation from the vegetation cover datasets based on Landsat imagery (30m ground pixel) has changed between the forest, sparse woody and non woody classifications. Change classes include; no change, non-woody to sparse, non-woody to forest, sparse to non-woody, forest to non-woody and forest to sparse.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Vegetation Cover 1977 (LGATE-399)

State-wide vegetation cover datasets of perennial woody vegetation based on Landsat imagery (30m ground pixel) are produced annually with data starting in 1988 to current. The classification of woody perennial vegetation is provided in two classes, one forest category meeting the vegetation structural requirement for 20% cover density and 2m height at maturity, and a sparse woody vegetation category identifying areas with 5- 20% vegetation cover.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
Landsat Imagery 1998 (LGATE-433)

Dry season cloud free Landsat imagery (30m ground pixel) is combined annually to provide a whole of Western Australia imagery mosaic. These mosaics start in 1988 to current day providing data for time series analysis and whole of state imagery.

Click here for more information.

Tags: Land, LandMonitor, Monitor, class, imagery, trend
Organization: Landgate
El Caballo Blanco 1985 (LGATE-273)

Part of a collection of WA's iconic theme parks from the 1980s. Many of these sites are still around today, but are either bigger, laying in ruins or modified versions of their former lives. Landgate has delved into the archives to extract 'wicked' aerial imagery of some of these venues for WA Heritage Week. Take a trip back in time without the need of a DeLorean!

This dataset contains vectorised boundaries for the theme park. To view the aerial photography for the sites please refer to https://catalogue.data.wa.gov.au/group/interesting-historical-photography © Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions. 

Tags: heritage, heritage-week, park, theme
Organization: Landgate